- Develop new visual design concepts and modify concepts based on stakeholder feedback.
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- Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.
- Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.
- Select cartographic elements needed for effective presentation of information.
- Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.
- Transfer or rescale information from original photographs onto maps or other photographs.
- Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.
- Maintain or modify existing Geographic Information Systems (GIS) databases.
- Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.
- Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.
- Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.
- Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.
- Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.
- Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases.
- Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.
- Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.
- Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
- Interpret aerial or ortho photographs.
- Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.
- Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Confer with users to analyze, configure, or troubleshoot applications.
- Design, program, or model Geographic Information Systems (GIS) applications or procedures.
- Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.
- Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.
- Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.
- Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.
- Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.
- Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.
- Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.
- Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.
- Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.
- Select cartographic elements needed for effective presentation of information.
- Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.
- Transfer or rescale information from original photographs onto maps or other photographs.
- Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.
- Create gameplay prototypes for presentation to creative and technical staff and management.
- Prepare two-dimensional concept layouts or three-dimensional mock-ups.
- Prepare and revise initial game sketches using two- and three-dimensional graphical design software.
- Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.
- Devise missions, challenges, or puzzles to be encountered in game play.
- Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.
- Solicit, obtain, and integrate feedback from design and technical staff into original game design.
- Conduct regular design reviews throughout the game development process.
- Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.
- Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.
- Provide feedback to designers and other colleagues regarding game design features.
- Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.
- Provide feedback to production staff regarding technical game qualities or adherence to original design.
- Guide design discussions between development teams.
- Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.
- Present new game design concepts to management and technical colleagues, including artists, animators, and programmers.
- Keep abreast of game design technology and techniques, industry trends, or audience interests, reactions, and needs by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.
- Collaborate with artists to achieve appropriate visual style.
- Write or supervise the writing of game text and dialogue.
- Consult with multiple stakeholders to define requirements and implement online features.
- Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.
- Create gameplay test plans for internal and external test groups.
- Provide test specifications to quality assurance staff.
- Create gameplay prototypes for presentation to creative and technical staff and management.
- Prepare two-dimensional concept layouts or three-dimensional mock-ups.
- Prepare and revise initial game sketches using two- and three-dimensional graphical design software.
- Prepare electronic commerce designs or prototypes, such as storyboards, mock-ups, or other content, using graphics design software.
- Participate in the development or implementation of online marketing strategy.
- Create content strategies for digital media.
- Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.
- Communicate and collaborate with merchants, Webmasters, bloggers, or online editors to strategically place hyperlinks.
- Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.
- Execute or manage social media campaigns to inform search marketing tactics.
- Execute or manage banner, video, or other non-text link ad campaigns.
- Execute and manage communications with digital journalists or bloggers.
- Manage tracking and reporting of search-related activities and provide analyses to marketing executives.
- Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.
- Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.
- Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.
- Coordinate with developers to optimize Web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.
- Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.
- Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.
- Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.
- Collaborate with other marketing staff to integrate and complement marketing strategies across multiple sales channels.
- Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).
- Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.
- Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.
- Propose online or multiple-sales-channel campaigns to marketing executives.
- Evaluate new emerging media or technologies and make recommendations for their application within Internet marketing or search marketing campaigns.
- Identify, evaluate, or procure hardware or software for implementing online marketing campaigns.
- Collaborate with Web, multimedia, or art design staffs to create multimedia Web sites or other internet content that conforms to brand and company visual format.
- Keep abreast of government regulations and emerging Web technology to ensure regulatory compliance by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Coordinate sales or other promotional strategies with merchandising, operations, or inventory control staff to ensure product catalogs are current, accurate, and organized for best findability against user intent.
- Conduct financial modeling for online marketing programs or Web site revenue forecasting.
- Implement online customer service processes to ensure positive and consistent user experiences.
- Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML).
- Identify and develop commercial or technical specifications, such as usability, pricing, checkout, or data security, to promote transactional internet-enabled commerce functionality.
- Define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff.
- Assist in the evaluation or negotiation of contracts with vendors or online partners.
- Assist in the development of online transaction or security policies.
- Resolve product availability problems in collaboration with customer service staff.
- Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.
- Prepare electronic commerce designs or prototypes, such as storyboards, mock-ups, or other content, using graphics design software.
- Participate in the development or implementation of online marketing strategy.
- Create content strategies for digital media.
- Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.
- Communicate and collaborate with merchants, Webmasters, bloggers, or online editors to strategically place hyperlinks.
- Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.
- Execute or manage social media campaigns to inform search marketing tactics.
- Execute or manage banner, video, or other non-text link ad campaigns.
- Execute and manage communications with digital journalists or bloggers.
- Develop or implement programs to address problems related to production, materials, safety, or quality.
- Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.
- Prepare layouts, drawings, or sketches of machinery or equipment, such as shop tooling, scale layouts, or new equipment design, using drafting equipment or computer-aided design (CAD) software.
- Test selected products at specified stages in the production process for performance characteristics or adherence to specifications.
- Compile and evaluate statistical data to determine and maintain quality and reliability of products.
- Study time, motion, methods, or speed involved in maintenance, production, or other operations to establish standard production rate or improve efficiency.
- Read worker logs, product processing sheets, or specification sheets to verify that records adhere to quality assurance specifications.
- Verify that equipment is being operated and maintained according to quality assurance standards by observing worker performance.
- Aid in planning work assignments in accordance with worker performance, machine capacity, production schedules, or anticipated delays.
- Evaluate industrial operations for compliance with permits or regulations related to the generation, storage, treatment, transportation, or disposal of hazardous materials or waste.
- Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
- Analyze, estimate, or report production costs.
- Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures.
- Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.
- Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.
- Coordinate equipment purchases, installations, or transfers.
- Design plant layouts or production facilities.
- Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.
- Develop production, inventory, or quality assurance programs.
- Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.
- Identify opportunities for improvements in quality, cost, or efficiency of automation equipment.
- Monitor and adjust production processes or equipment for quality and productivity.
- Oversee equipment start-up, characterization, qualification, or release.
- Oversee or inspect production processes.
- Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports.
- Provide advice or training to other technicians.
- Recommend corrective or preventive actions to assure or improve product quality or reliability.
- Select cleaning materials, tools, or equipment.
- Select material quantities or processing methods needed to achieve efficient production.
- Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures.
- Develop or implement programs to address problems related to production, materials, safety, or quality.
- Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.
- Prepare layouts, drawings, or sketches of machinery or equipment, such as shop tooling, scale layouts, or new equipment design, using drafting equipment or computer-aided design (CAD) software.
- Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.
- Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.
- Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.
- Manage and direct the construction, operations, or maintenance activities at project site.
- Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.
- Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.
- Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.
- Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.
- Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.
- Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.
- Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.
- Design energy-efficient or environmentally sound civil structures.
- Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.
- Identify environmental risks and develop risk management strategies for civil engineering projects.
- Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.
- Analyze manufacturing processes or byproducts to identify engineering solutions to minimize the output of carbon or other pollutants.
- Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.
- Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.
- Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.
- Implement methods and procedures for disposition of discrepant material and defective or damaged parts, and assess cost and responsibility.
- Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.
- Estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.
- Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.
- Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.
- Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.
- Communicate with management and user personnel to develop production and design standards.
- Evaluate precision and accuracy of production and testing equipment and engineering drawings to formulate corrective action plan.
- Recommend methods for improving utilization of personnel, material, and utilities.
- Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.
- Direct workers engaged in product measurement, inspection, and testing activities to ensure quality control and reliability.
- Develop manufacturing methods, labor utilization standards, and cost analysis systems to promote efficient staff and facility utilization.
- Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.
- Complete production reports, purchase orders, and material, tool, and equipment lists.
- Coordinate and implement quality control objectives, activities, or procedures to resolve production problems, maximize product reliability, or minimize costs.
- Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
- Study operations sequence, material flow, functional statements, organization charts, and project information to determine worker functions and responsibilities.
- Formulate sampling procedures and designs and develop forms and instructions for recording, evaluating, and reporting quality and reliability data.
- Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.
- Schedule deliveries based on production forecasts, material substitutions, storage and handling facilities, and maintenance requirements.
- Implement methods and procedures for disposition of discrepant material and defective or damaged parts, and assess cost and responsibility.
- Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.
- Optimize operational costs and productivity consistent with safety and environmental rules and regulations.
- Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.
- Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.
- Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.
- Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.
- Review operations and confer with technical or administrative staff to resolve production or processing problems.
- Hire, train, evaluate, or discharge staff or resolve personnel grievances.
- Prepare and maintain production reports or personnel records.
- Review plans and confer with research or support staff to develop new products or processes.
- Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.
- Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies.
- Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines.
- Initiate or coordinate inventory or cost control programs.
- Negotiate materials prices with suppliers.
- Conduct site audits to ensure adherence to safety and environmental regulations.
- Develop or enforce procedures for normal operation of manufacturing systems.
- Implement operational and emergency procedures.
- Maintain records to demonstrate compliance with safety and environmental laws, regulations, or policies.
- Monitor permit requirements for updates.
- Prepare reports on operations and system productivity or efficiency.
- Supervise subordinate employees.
- Optimize operational costs and productivity consistent with safety and environmental rules and regulations.
- Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.
- Implement or test design solutions.
- Create mechanical design documents for parts, assemblies, or finished products.
- Design advanced precision equipment for accurate or controlled applications.
- Design engineering systems for the automation of industrial tasks.
- Maintain technical project files.
- Identify materials appropriate for mechatronic system designs.
- Research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.
- Apply mechatronic or automated solutions to the transfer of materials, components, or finished goods.
- Provide consultation or training on topics such as mechatronics or automated control.
- Oversee the work of contractors in accordance with project requirements.
- Publish engineering reports documenting design details or qualification test results.
- Upgrade the design of existing devices by adding mechatronic elements.
- Create mechanical models to simulate mechatronic design concepts.
- Analyze existing development or manufacturing procedures and suggest improvements.
- Determine the feasibility, costs, or performance benefits of new mechatronic equipment.
- Develop electronic, mechanical, or computerized processes to perform tasks in dangerous situations, such as underwater exploration or extraterrestrial mining.
- Monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production.
- Create embedded software design programs.
- Design advanced electronic control systems for mechanical systems.
- Design self-monitoring mechanical systems, such as gear systems that monitor loading or condition of systems to detect and prevent failures.
- Design or develop automated control systems for environmental applications, such as waste processing, air quality, or water quality systems.
- Design, develop, or implement control circuits or algorithms for electromechanical or pneumatic devices or systems.
- Design mechatronics components for computer-controlled products, such as cameras, video recorders, automobiles, or airplanes.
- Implement or test design solutions.
- Create mechanical design documents for parts, assemblies, or finished products.
- Identify opportunities or implement changes to improve manufacturing processes or products or to reduce costs, using knowledge of fabrication processes, tooling and production equipment, assembly methods, quality control standards, or product design, materials and parts.
- Design layout of equipment or workspaces to achieve maximum efficiency.
- Troubleshoot new or existing product problems involving designs, materials, or processes.
- Investigate or resolve operational problems, such as material use variances or bottlenecks.
- Apply continuous improvement methods, such as lean manufacturing, to enhance manufacturing quality, reliability, or cost-effectiveness.
- Provide technical expertise or support related to manufacturing.
- Incorporate new manufacturing methods or processes to improve existing operations.
- Review product designs for manufacturability or completeness.
- Determine root causes of failures or recommend changes in designs, tolerances, or processing methods, using statistical procedures.
- Prepare reports summarizing information or trends related to manufacturing performance.
- Prepare documentation for new manufacturing processes or engineering procedures.
- Communicate manufacturing capabilities, production schedules, or other information to facilitate production processes.
- Supervise technicians, technologists, analysts, administrative staff, or other engineers.
- Design, install, or troubleshoot manufacturing equipment.
- Evaluate manufactured products according to specifications and quality standards.
- Estimate costs, production times, or staffing requirements for new designs.
- Train production personnel in new or existing methods.
- Design tests of finished products or process capabilities to establish standards or validate process requirements.
- Analyze the financial impacts of sustainable manufacturing processes or sustainable product manufacturing.
- Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.
- Purchase equipment, materials, or parts.
- Evaluate current or proposed manufacturing processes or practices for environmental sustainability, considering factors such as greenhouse gas emissions, air pollution, water pollution, energy use, or waste creation.
- Read current literature, talk with colleagues, participate in educational programs, attend meetings or workshops, or participate in professional organizations or conferences to keep abreast of developments in the manufacturing field.
- Redesign packaging for manufactured products to minimize raw material use or waste.
- Identify opportunities or implement changes to improve manufacturing processes or products or to reduce costs, using knowledge of fabrication processes, tooling and production equipment, assembly methods, quality control standards, or product design, materials and parts.
- Design layout of equipment or workspaces to achieve maximum efficiency.
- Assist engineers to implement electromechanical designs in industrial or other settings.
- Produce electrical, electronic, or mechanical drawings or other related documents or graphics necessary for electromechanical design, using computer-aided design (CAD) software.
- Test performance of electromechanical assemblies, using test instruments such as oscilloscopes, electronic voltmeters, or bridges.
- Install or program computer hardware or machine or instrumentation software in microprocessor-based systems.
- Read blueprints, schematics, diagrams, or technical orders to determine methods and sequences of assembly.
- Modify, maintain, or repair electrical, electronic, or mechanical components, equipment, or systems to ensure proper functioning.
- Inspect parts for surface defects.
- Install electrical or electronic parts and hardware in housings or assemblies, using soldering equipment and hand tools.
- Verify part dimensions or clearances to ensure conformance to specifications, using precision measuring instruments.
- Fabricate or assemble mechanical, electrical, or electronic components or assemblies.
- Align, fit, or assemble component parts, using hand or power tools, fixtures, templates, or microscopes.
- Select electromechanical equipment, materials, components, or systems to meet functional specifications.
- Establish and maintain inventory, records, or documentation systems.
- Develop, test, or program new robots.
- Prepare written documentation of electromechanical test results.
- Repair, rework, or calibrate hydraulic or pneumatic assemblies or systems to meet operational specifications or tolerances.
- Select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.
- Operate, test, or maintain robotic equipment used for green production applications, such as waste-to-energy conversion systems, minimization of material waste, or replacement of human operators in dangerous work environments.
- Determine whether selected electromechanical components comply with environmental standards and regulations.
- Develop or implement programs related to the environmental impact of engineering activities.
- Train others to install, use, or maintain robots.
- Analyze engineering designs of logic or digital circuitry, motor controls, instrumentation, or data acquisition for implementation into new or existing automated, servomechanical, or other electromechanical systems.
- Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.
- Specify, coordinate, or conduct quality-control or quality-assurance programs and procedures.
- Operate metalworking machines to fabricate housings, jigs, fittings, or fixtures.
- Translate electromechanical drawings into design specifications, applying principles of engineering, thermal or fluid sciences, mathematics, or statistics.
- Identify energy-conserving production or fabrication methods, such as by bending metal rather than cutting and welding or casting metal.
- Test and analyze thermodynamic systems for renewable energy applications, such as solar or wind, to maximize energy production.
- Consult with machinists to ensure that electromechanical equipment or systems meet design specifications.
- Assist engineers to implement electromechanical designs in industrial or other settings.
- Produce electrical, electronic, or mechanical drawings or other related documents or graphics necessary for electromechanical design, using computer-aided design (CAD) software.
- Develop and organize training manuals, multimedia visual aids, and other educational materials.
- Analyze training needs to develop new training programs or modify and improve existing programs.
- Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.
- Plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.
- Prepare training budget for department or organization.
- Confer with management and conduct surveys to identify training needs based on projected production processes, changes, and other factors.
- Develop testing and evaluation procedures.
- Train instructors and supervisors in techniques and skills for training and dealing with employees.
- Conduct orientation sessions and arrange on-the-job training for new hires.
- Conduct or arrange for ongoing technical training and personal development classes for staff members.
- Review and evaluate training and apprenticeship programs for compliance with government standards.
- Coordinate established courses with technical and professional courses provided by community schools, and designate training procedures.
- Develop and organize training manuals, multimedia visual aids, and other educational materials.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
- Analyze, manipulate, or process large sets of data using statistical software.
- Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.
- Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.
- Clean and manipulate raw data using statistical software.
- Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.
- Design surveys, opinion polls, or other instruments to collect data.
- Identify business problems or management objectives that can be addressed through data analysis.
- Identify relationships and trends or any factors that could affect the results of research.
- Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis.
- Propose solutions in engineering, the sciences, and other fields using mathematical theories and techniques.
- Read scientific articles, conference papers, or other sources of research to identify emerging analytic trends and technologies.
- Recommend data-driven solutions to key stakeholders.
- Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest.
- Write new functions or applications in programming languages to conduct analyses.
- Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
- Write materials for research publications, such as maps, tables, and reports, to disseminate findings.
- Analyze ecological data about the impact of pollution, erosion, floods, and other environmental problems on bodies of water.
- Answer technical questions from hydrologists, policymakers, or other customers developing water conservation plans.
- Apply research findings to minimize the environmental impacts of pollution, waterborne diseases, erosion, or sedimentation.
- Assist in designing programs to ensure the proper sealing of abandoned wells.
- Collect water and soil samples to test for physical, chemical, or biological properties, such as pH, oxygen level, temperature, and pollution.
- Develop computer models for hydrologic predictions.
- Estimate the costs and benefits of municipal projects, such as hydroelectric power plants, irrigation systems, and wastewater treatment facilities.
- Investigate complaints or conflicts related to the alteration of public waters by gathering information, recommending alternatives, or preparing legal documents.
- Investigate the properties, origins, or activities of glaciers, ice, snow, or permafrost.
- Locate and deliver information or data as requested by customers, such as contractors, government entities, and members of the public.
- Measure the properties of bodies of water, such as water levels, volume, and flow.
- Perform quality control checks on data to be used by hydrologists.
- Prepare, install, maintain, or repair equipment used for hydrologic study, such as water level recorders, stream flow gauges, and water analyzers.
- Provide real time data to emergency management and weather service personnel during flood events.
- Write groundwater contamination reports on known, suspected, or potential hazardous waste sites.
- Write materials for research publications, such as maps, tables, and reports, to disseminate findings.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Identify relationships and trends in data, as well as any factors that could affect the results of research.
- Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
- Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
- Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
- Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
- Process large amounts of data for statistical modeling and graphic analysis, using computers.
- Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Evaluate sources of information to determine any limitations, in terms of reliability or usability.
- Develop and test experimental designs, sampling techniques, and analytical methods.
- Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
- Supervise and provide instructions for workers collecting and tabulating data.
- Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
- Prepare and structure data warehouses for storing data.
- Develop software applications or programming for statistical modeling and graphic analysis.
- Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Develop or implement operating methods or procedures.
- Conduct or direct system-level automotive testing.
- Provide technical direction to other engineers or engineering support personnel.
- Perform failure, variation, or root cause analyses.
- Calibrate vehicle systems, including control algorithms or other software systems.
- Design or analyze automobile systems in areas such as aerodynamics, alternate fuels, ergonomics, hybrid power, brakes, transmissions, steering, calibration, safety, or diagnostics.
- Prepare or present technical or project status reports.
- Conduct research studies to develop new concepts in the field of automotive engineering.
- Establish production or quality control standards.
- Alter or modify designs to obtain specified functional or operational performance.
- Research or implement green automotive technologies involving alternative fuels, electric or hybrid cars, or lighter or more fuel-efficient vehicles.
- Develop calibration methodologies, test methodologies, or tools.
- Create design alternatives for vehicle components, such as camless or dual-clutch engines or alternative air-conditioning systems, to increase fuel efficiency.
- Develop engineering specifications or cost estimates for automotive design concepts.
- Conduct automotive design reviews.
- Design vehicles that use lighter materials, such as aluminum, magnesium alloy, or plastic, to improve fuel efficiency.
- Write, review, or maintain engineering documentation.
- Develop specifications for vehicles powered by alternative fuels or alternative power methods.
- Build models for algorithm or control feature verification testing.
- Coordinate production activities with other functional units, such as procurement, maintenance, or quality control.
- Design control systems or algorithms for purposes such as automotive energy management, emissions management, or increased operational safety or performance.
- Develop or integrate control feature requirements.
- Research computerized automotive applications, such as telemetrics, intelligent transportation systems, artificial intelligence, or automatic control.
- Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of new automotive technology or competitive products.
- Design vehicles for increased recyclability or use of natural, renewable, or recycled materials in vehicle construction.
- Develop or implement operating methods or procedures.
- Prepare tables and graphs to present clinical data or results.
- Draw conclusions or make predictions, based on data summaries or statistical analyses.
- Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
- Calculate sample size requirements for clinical studies.
- Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
- Design research studies in collaboration with physicians, life scientists, or other professionals.
- Write program code to analyze data with statistical analysis software.
- Review clinical or other medical research protocols and recommend appropriate statistical analyses.
- Develop or implement data analysis algorithms.
- Determine project plans, timelines, or technical objectives for statistical aspects of biological research studies.
- Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.
- Plan or direct research studies related to life sciences.
- Prepare articles for publication or presentation at professional conferences.
- Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected.
- Design or maintain databases of biological data.
- Apply research or simulation results to extend biological theory or recommend new research projects.
- Develop or use mathematical models to track changes in biological phenomena, such as the spread of infectious diseases.
- Assign work to biostatistical assistants or programmers.
- Analyze archival data, such as birth, death, and disease records.
- Design surveys to assess health issues.
- Teach graduate or continuing education courses or seminars in biostatistics.
- Provide biostatistical consultation to clients or colleagues.
- Write research proposals or grant applications for submission to external bodies.
- Collect data through surveys or experimentation.
- Prepare tables and graphs to present clinical data or results.
- Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products.
- Operate nanotechnology compounding, testing, processing, or production equipment in accordance with appropriate standard operating procedures, good manufacturing practices, hazardous material restrictions, or health and safety requirements.
- Maintain work area according to cleanroom or other processing standards.
- Produce images or measurements, using tools or techniques such as atomic force microscopy, scanning electron microscopy, optical microscopy, particle size analysis, or zeta potential analysis.
- Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.
- Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.
- Measure or mix chemicals or compounds in accordance with detailed instructions or formulas.
- Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.
- Collect or compile nanotechnology research or engineering data.
- Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.
- Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.
- Contribute written material or data for grant or patent applications.
- Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools.
- Compare the performance or environmental impact of nanomaterials by nanoparticle size, shape, or organization.
- Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.
- Process nanoparticles or nanostructures, using technologies such as ultraviolet radiation, microwave energy, or catalysis.
- Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.
- Perform functional tests of nano-enhanced assemblies, components, or systems, using equipment such as torque gauges or conductivity meters.
- Maintain accurate record or batch-record documentation of nanoproduction.
- Assemble components, using techniques such as interference fitting, solvent bonding, adhesive bonding, heat sealing, or ultrasonic welding.
- Prepare capability data, training materials, or other documentation for transfer of processes to production.
- Analyze the life cycle of nanomaterials or nano-enabled products to determine environmental impact.
- Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.
- Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.
- Assist nanoscientists or engineers in writing process specifications or documentation.
- Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products.
- Plan and modify product configurations to meet customer needs.
- Develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions.
- Collaborate with sales teams to understand customer requirements, to promote the sale of company products, and to provide sales support.
- Create sales or service contracts for products or services.
- Visit prospective buyers at commercial, industrial, or other establishments to show samples or catalogs, and to inform them about product pricing, availability, and advantages.
- Keep informed on industry news and trends, products, services, competitors, relevant information about legacy, existing, and emerging technologies, and the latest product-line developments.
- Identify resale opportunities and support them to achieve sales plans.
- Confer with customers and engineers to assess equipment needs and to determine system requirements.
- Prepare and deliver technical presentations that explain products or services to customers and prospective customers.
- Recommend improved materials or machinery to customers, documenting how such changes will lower costs or increase production.
- Maintain sales forecasting reports.
- Document account activities, generate reports, and keep records of business transactions with customers and suppliers.
- Research and identify potential customers for products or services.
- Secure and renew orders and arrange delivery.
- Develop sales plans to introduce products in new markets.
- Attend trade shows and seminars to promote products or to learn about industry developments.
- Attend company training seminars to become familiar with product lines.
- Arrange for demonstrations or trial installations of equipment.
- Train team members in the customer applications of technologies.
- Sell products requiring extensive technical expertise and support for installation and use, such as material handling equipment, numerical-control machinery, or computer systems.
- Provide information needed for the development of custom-made machinery.
- Provide technical and non-technical support and services to clients or other staff members regarding the use, operation, and maintenance of equipment.
- Diagnose problems with installed equipment.
- Write technical documentation for products.
- Report to supervisors about prospective firms' credit ratings.
- Plan and modify product configurations to meet customer needs.
- Plan or implement fuel cell cost reduction or product improvement projects in collaboration with other engineers, suppliers, support personnel, or customers.
- Plan or conduct experiments to validate new materials, optimize startup protocols, reduce conditioning time, or examine contaminant tolerance.
- Provide technical consultation or direction related to the development or production of fuel cell systems.
- Characterize component or fuel cell performances by generating operating maps, defining operating conditions, identifying design refinements, or executing durability assessments.
- Conduct fuel cell testing projects, using fuel cell test stations, analytical instruments, or electrochemical diagnostics, such as cyclic voltammetry or impedance spectroscopy.
- Analyze fuel cell or related test data, using statistical software.
- Conduct post-service or failure analyses, using electromechanical diagnostic principles or procedures.
- Define specifications for fuel cell materials.
- Recommend or implement changes to fuel cell system designs.
- Validate design of fuel cells, fuel cell components, or fuel cell systems.
- Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of new technology or competitive products.
- Prepare test stations, instrumentation, or data acquisition systems for use in specific tests of fuel cell components or systems.
- Develop fuel cell materials or fuel cell test equipment.
- Fabricate prototypes of fuel cell components, assemblies, stacks, or systems.
- Manage fuel cell battery hybrid system architecture, including sizing of components, such as fuel cells, energy storage units, or electric drives.
- Design or implement fuel cell testing or development programs.
- Write technical reports or proposals related to engineering projects.
- Simulate or model fuel cell, motor, or other system information, using simulation software programs.
- Design fuel cell systems, subsystems, stacks, assemblies, or components, such as electric traction motors or power electronics.
- Identify or define vehicle and system integration challenges for fuel cell vehicles.
- Calculate the efficiency or power output of a fuel cell system or process.
- Coordinate fuel cell engineering or test schedules with departments outside engineering, such as manufacturing.
- Authorize release of fuel cell parts, components, or subsystems for production.
- Evaluate the power output, system cost, or environmental impact of new hydrogen or non-hydrogen fuel cell system designs.
- Integrate electric drive subsystems with other vehicle systems to optimize performance or mitigate faults.
- Develop or evaluate systems or methods of hydrogen storage for fuel cell applications.
- Plan or implement fuel cell cost reduction or product improvement projects in collaboration with other engineers, suppliers, support personnel, or customers.
- Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.
- Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.
- Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.
- Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.
- Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.
- Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.
- Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.
- Recommend design modifications to eliminate machine or system malfunctions.
- Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.
- Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.
- Design test control apparatus or equipment or develop procedures for testing products.
- Provide feedback to design engineers on customer problems or needs.
- Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.
- Estimate costs or submit bids for engineering, construction, or extraction projects.
- Recommend the use of utility or energy services that minimize carbon footprints.
- Evaluate mechanical designs or prototypes for energy performance or environmental impact.
- Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems.
- Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.
- Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.
- Write performance requirements for product development or engineering projects.
- Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers.
- Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges.
- Solicit new business.
- Provide technical customer service.
- Study industrial processes to maximize the efficiency of equipment applications, including equipment placement.
- Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition.
- Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution.
- Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.
- Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.
