- Develop specialized computer software routines to customize and integrate image analysis.
Occupations with related tasks Save Table: XLSX CSV
- Develop new software applications or customize existing applications to meet specific scientific project needs.
- Create novel computational approaches and analytical tools as required by research goals.
- Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
- Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.
- Provide statistical and computational tools for biologically based activities, such as genetic analysis, measurement of gene expression, or gene function determination.
- Create or modify web-based bioinformatics tools.
- Improve user interfaces to bioinformatics software and databases.
- Collaborate with software developers in the development and modification of commercial bioinformatics software.
- Test new and updated bioinformatics tools and software.
- Communicate research results through conference presentations, scientific publications, or project reports.
- Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.
- Keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences.
- Develop data models and databases.
- Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.
- Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.
- Direct the work of technicians and information technology staff applying bioinformatics tools or applications in areas such as proteomics, transcriptomics, metabolomics, or clinical bioinformatics.
- Confer with departments, such as marketing, business development, or operations, to coordinate product development or improvement.
- Recommend new systems and processes to improve operations.
- Instruct others in the selection and use of bioinformatics tools.
- Prepare summary statistics of information regarding human genomes.
- Develop new software applications or customize existing applications to meet specific scientific project needs.
- Create novel computational approaches and analytical tools as required by research goals.
- Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
- Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.
- Provide statistical and computational tools for biologically based activities, such as genetic analysis, measurement of gene expression, or gene function determination.
- Create or modify web-based bioinformatics tools.
- Improve user interfaces to bioinformatics software and databases.
- Collaborate with software developers in the development and modification of commercial bioinformatics software.
- Test new and updated bioinformatics tools and software.
- Provide geographical information systems support to the private and public sectors.
- Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.
- Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.
- Gather and compile geographic data from sources such as censuses, field observations, satellite imagery, aerial photographs, and existing maps.
- Teach geography.
- Write and present reports of research findings.
- Study the economic, political, and cultural characteristics of a specific region's population.
- Analyze geographic distributions of physical and cultural phenomena on local, regional, continental, or global scales.
- Locate and obtain existing geographic information databases.
- Collect data on physical characteristics of specified areas, such as geological formations, climates, and vegetation, using surveying or meteorological equipment.
- Provide consulting services in fields such as resource development and management, business location and market area analysis, environmental hazards, regional cultural history, and urban social planning.
- Conduct field work at outdoor sites.
- Provide geographical information systems support to the private and public sectors.
- Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.
- Develop instrumentation and software for astronomical observation and analysis.
- Mentor graduate students and junior colleagues.
- Present research findings at scientific conferences and in papers written for scientific journals.
- Collaborate with other astronomers to carry out research projects.
- Analyze research data to determine its significance, using computers.
- Study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.
- Supervise students' research on celestial and astronomical phenomena.
- Raise funds for scientific research.
- Teach astronomy or astrophysics.
- Measure radio, infrared, gamma, and x-ray emissions from extraterrestrial sources.
- Review scientific proposals and research papers.
- Develop theories based on personal observations or on observations and theories of other astronomers.
- Serve on professional panels and committees.
- Develop and modify astronomy-related programs for public presentation.
- Conduct question-and-answer presentations on astronomy topics with public audiences.
- Direct the operations of a planetarium.
- Calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.
- Develop instrumentation and software for astronomical observation and analysis.
- Develop software to control electrical systems.
- Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.
- Oversee project production efforts to assure projects are completed on time and within budget.
- Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.
- Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.
- Operate computer-assisted engineering or design software or equipment to perform engineering tasks.
- Confer with engineers, customers, or others to discuss existing or potential engineering projects or products.
- Investigate or test vendors' or competitors' products.
- Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.
- Investigate customer or public complaints to determine the nature and extent of problems.
- Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.
- Compile data and write reports regarding existing or potential electrical engineering studies or projects.
- Prepare specifications for purchases of materials or equipment.
- Estimate labor, material, or construction costs for budget preparation purposes.
- Plan or implement research methodology or procedures to apply principles of electrical theory to engineering projects.
- Supervise or train project team members, as necessary.
- Assist in developing capital project programs for new equipment or major repairs.
- Develop systems that produce electricity with renewable energy sources, such as wind, solar, or biofuels.
- Plan layout of electric power generating plants or distribution lines or stations.
- Integrate electrical systems with renewable energy systems to improve overall efficiency.
- Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.
- Design electrical systems or components that minimize electric energy requirements, such as lighting systems designed to account for natural lighting.
- Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.
- Develop software to control electrical systems.
- Design and create special programs for tasks such as statistical analysis and data entry and cleaning.
- Provide assistance with the preparation of project-related reports, manuscripts, and presentations.
- Prepare tables, graphs, fact sheets, and written reports summarizing research results.
- Perform descriptive and multivariate statistical analyses of data, using computer software.
- Develop and implement research quality control procedures.
- Prepare, manipulate, and manage extensive databases.
- Perform data entry and other clerical work as required for project completion.
- Conduct internet-based and library research.
- Present research findings to groups of people.
- Obtain informed consent of research subjects or their guardians.
- Administer standardized tests to research subjects, or interview them to collect research data.
- Track research participants, and perform any necessary follow-up tasks.
- Edit and submit protocols and other required research documentation.
- Track laboratory supplies and expenses such as participant reimbursement.
- Provide assistance in the design of survey instruments such as questionnaires.
- Supervise the work of survey interviewers.
- Perform needs assessments or consult with clients to determine the types of research and information required.
- Collect specimens such as blood samples, as required by research projects.
- Allocate and manage laboratory space and resources.
- Verify the accuracy and validity of data entered in databases, correcting any errors.
- Recruit and schedule research participants.
- Screen potential subjects to determine their suitability as study participants.
- Code data in preparation for computer entry.
- Design and create special programs for tasks such as statistical analysis and data entry and cleaning.
- Confer with information technology specialists to develop computer applications for genetic data analysis.
- Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.
- Plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.
- Prepare results of experimental findings for presentation at professional conferences or in scientific journals.
- Maintain laboratory notebooks that record research methods, procedures, and results.
- Write grants and papers or attend fundraising events to seek research funds.
- Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
- Review, approve, or interpret genetic laboratory results.
- Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.
- Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.
- Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.
- Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.
- Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses.
- Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders.
- Create or use statistical models for the analysis of genetic data.
- Maintain laboratory safety programs and train personnel in laboratory safety techniques.
- Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results.
- Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures.
- Design sampling plans or coordinate the field collection of samples such as tissue specimens.
- Evaluate, diagnose, or treat genetic diseases.
- Conduct family medical studies to evaluate the genetic basis for traits or diseases.
- Design and maintain genetics computer databases.
- Participate in the development of endangered species breeding programs or species survival plans.
- Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration.
- Confer with information technology specialists to develop computer applications for genetic data analysis.
- Develop automated routines to correct for the presence of image distorting artifacts, such as ground vegetation.
- Manage or analyze data obtained from remote sensing systems to obtain meaningful results.
- Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).
- Integrate other geospatial data sources into projects.
- Organize and maintain geospatial data and associated documentation.
- Compile and format image data to increase its usefulness.
- Prepare or deliver reports or presentations of geospatial project information.
- Process aerial or satellite imagery to create products such as land cover maps.
- Design or implement strategies for collection, analysis, or display of geographic data.
- Develop or build databases for remote sensing or related geospatial project information.
- Collect supporting data, such as climatic or field survey data, to corroborate remote sensing data analyses.
- Train technicians in the use of remote sensing technology.
- Set up or maintain remote sensing data collection systems.
- Direct all activity associated with implementation, operation, or enhancement of remote sensing hardware or software.
- Attend meetings or seminars or read current literature to maintain knowledge of developments in the field of remote sensing.
- Conduct research into the application or enhancement of remote sensing technology.
- Recommend new remote sensing hardware or software acquisitions.
- Use remote sensing data for forest or carbon tracking activities to assess the impact of environmental change.
- Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.
- Direct installation or testing of new remote sensing hardware or software.
- Discuss project goals, equipment requirements, or methodologies with colleagues or team members.
- Monitor quality of remote sensing data collection operations to determine if procedural or equipment changes are necessary.
- Develop new analytical techniques or sensor systems.
- Participate in fieldwork.
- Develop automated routines to correct for the presence of image distorting artifacts, such as ground vegetation.
- Develop applied software for the analysis and interpretation of geological data.
- Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application.
- Analyze and interpret geological data, using computer software.
- Investigate the composition, structure, or history of the Earth's crust through the collection, examination, measurement, or classification of soils, minerals, rocks, or fossil remains.
- Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos.
- Identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions.
- Prepare geological maps, cross-sectional diagrams, charts, or reports concerning mineral extraction, land use, or resource management, using results of fieldwork or laboratory research.
- Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities.
- Locate and estimate probable natural gas, oil, or mineral ore deposits or underground water resources, using aerial photographs, charts, or research or survey results.
- Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.
- Measure characteristics of the Earth, such as gravity or magnetic fields, using equipment such as seismographs, gravimeters, torsion balances, or magnetometers.
- Locate and review research articles or environmental, historical, or technical reports.
- Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects.
- Review environmental, historical, or technical reports and publications for accuracy.
- Assess ground or surface water movement to provide advice on issues, such as waste management, route and site selection, or the restoration of contaminated sites.
- Inspect construction projects to analyze engineering problems, using test equipment or drilling machinery.
- Provide advice on the safe siting of new nuclear reactor projects or methods of nuclear waste management.
- Design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews.
- Review work plans to determine the effectiveness of activities for mitigating soil or groundwater contamination.
- Test industrial diamonds or abrasives, soil, or rocks to determine their geological characteristics, using optical, x-ray, heat, acid, or precision instruments.
- Study historical climate change indicators found in locations, such as ice sheets or rock formations to develop climate change models.
- Develop strategies for more environmentally friendly resource extraction and reclamation.
- Identify deposits of construction materials suitable for use as concrete aggregates, road fill, or other applications.
- Identify new sources of platinum group elements for industrial applications, such as automotive fuel cells or pollution abatement systems.
- Locate potential sources of geothermal energy.
- Research ways to reduce the ecological footprint of increasingly prevalent megacities.
- Collaborate with medical or health researchers to address health problems related to geological materials or processes.
- Determine ways to mitigate the negative consequences of mineral dust dispersion.
- Develop ways to capture or use gases burned off as waste during oil production processes.
- Research geomechanical or geochemical processes to be used in carbon sequestration projects.
- Determine methods to incorporate geomethane or methane hydrates into global energy production or evaluate the potential environmental impacts of such incorporation.
- Identify possible sites for carbon sequestration projects.
- Develop applied software for the analysis and interpretation of geological data.
