{"v":"2026-11-02","dataVersion":"ONET-30.3+BLS-MAY25","code":"19-1029.01","slug":"bioinformatics-scientists","title":"Bioinformatics Scientists","alt":["Bioinformatics Analyst","Bioinformatics Specialist","Bioinformatics Associate","Bioinformatics Engineer","Bioinformatics Developer","Bioinformatics Consultant","Bioinformatics Data Analyst","Genetics Bioinformatics Analyst","Oncology Bioinformatics Analyst","Laboratory Bioinformatics Analyst","Research Associate","Scientific Database Curator"],"employment":55850,"wage":{"median":98920,"p25":76800,"p75":127670},"growthPct":1.2,"exposure":60.3,"taskCount":20,"highCount":4,"midCount":15,"lowCount":1,"aeiObserved":4,"fit":{"mix":{"none":0,"efficient":15.2,"standard":13.8,"frontier":71},"counts":{"none":0,"efficient":3,"standard":3,"frontier":14},"recommended":"frontier","coveragePct":100,"addressablePct":100},"tasks":[{"t":"Develop new software applications or customize existing applications to meet specific scientific project needs.","imp":4.3,"exp":93.78,"src":"aei","tier":"frontier","gwa":"Thinking Creatively","auto":0.6644,"aug":0.3356},{"t":"Communicate research results through conference presentations, scientific publications, or project reports.","imp":4.28,"exp":55,"src":"heuristic","tier":"efficient","gwa":"Documenting/Recording Information"},{"t":"Create novel computational approaches and analytical tools as required by research goals.","imp":4.24,"exp":40,"src":"aei","tier":"frontier","gwa":"Thinking Creatively","auto":0.6136,"aug":0.3864},{"t":"Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.","imp":4.22,"exp":91.47,"src":"aei","tier":"frontier","gwa":"Thinking Creatively","auto":0.3632,"aug":0.6368},{"t":"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.","imp":3.94,"exp":55,"src":"heuristic","tier":"frontier","gwa":"Analyzing Data or Information","auto":0.7255,"aug":0.2745},{"t":"Keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences.","imp":3.92,"exp":55,"src":"heuristic","tier":"standard","gwa":"Updating and Using Relevant Knowledge"},{"t":"Develop data models and databases.","imp":3.83,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.","imp":3.75,"exp":80,"src":"heuristic","tier":"efficient","gwa":"Getting Information"},{"t":"Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.","imp":3.73,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively","auto":0.7,"aug":0.3},{"t":"Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.","imp":3.71,"exp":55,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Direct the work of technicians and information technology staff applying bioinformatics tools or applications in areas such as proteomics, transcriptomics, metabolomics, or clinical bioinformatics.","imp":3.5,"exp":55,"src":"heuristic","tier":"frontier","gwa":"Guiding, Directing, and Motivating Subordinates"},{"t":"Provide statistical and computational tools for biologically based activities, such as genetic analysis, measurement of gene expression, or gene function determination.","imp":3.44,"exp":55,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively","auto":0.7237,"aug":0.2763},{"t":"Improve user interfaces to bioinformatics software and databases.","imp":3.39,"exp":55,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Create or modify web-based bioinformatics tools.","imp":3.38,"exp":55,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Confer with departments, such as marketing, business development, or operations, to coordinate product development or improvement.","imp":3.01,"exp":50,"src":"heuristic","tier":"standard","gwa":"Communicating with Supervisors, Peers, or Subordinates"},{"t":"Recommend new systems and processes to improve operations.","imp":2.99,"exp":86.35,"src":"aei","tier":"frontier","gwa":"Providing Consultation and Advice to Others","auto":0.3701,"aug":0.6299},{"t":"Instruct others in the selection and use of bioinformatics tools.","imp":2.86,"exp":55,"src":"heuristic","tier":"standard","gwa":"Training and Teaching Others","auto":0.4737,"aug":0.5263},{"t":"Collaborate with software developers in the development and modification of commercial bioinformatics software.","imp":2.81,"exp":50,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Test new and updated bioinformatics tools and software.","imp":2.78,"exp":55,"src":"heuristic","tier":"frontier","gwa":"Thinking Creatively"},{"t":"Prepare summary statistics of information regarding human genomes.","imp":2.71,"exp":55,"src":"heuristic","tier":"efficient","gwa":"Getting Information"}],"adjacent":[{"code":"15-2099.01","slug":"bioinformatics-technicians","title":"Bioinformatics Technicians","overlap":0.8,"months":7,"exposure":62.2,"strong":true},{"code":"15-2041.01","slug":"biostatisticians","title":"Biostatisticians","overlap":0.77,"months":8,"exposure":57.1,"strong":true},{"code":"19-1042.00","slug":"medical-scientists-except-epidemiologists","title":"Medical Scientists, Except Epidemiologists","overlap":0.7,"months":11,"exposure":65.1,"strong":true},{"code":"19-1029.04","slug":"biologists","title":"Biologists","overlap":0.69,"months":11,"exposure":55.6,"strong":true},{"code":"19-1021.00","slug":"biochemists-and-biophysicists","title":"Biochemists and Biophysicists","overlap":0.69,"months":11,"exposure":57.4,"strong":true}]}