BSc in Applied Mathematics
Analyze, manipulate, or process large sets of data using statistical software.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Identify business problems or management objectives that can be addressed through data analysis.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Recommend data-driven solutions to key stakeholders.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Write new functions or applications in programming languages to conduct analyses.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Analyzing statistical information to estimate mortality, accident, sickness, disability, and retirement rateswith AI
"Working with AI: Measuring the Occupational Implications of Generative AI" (2025-12) · dated 2025-12.
open source ↗Constructing probability tables for events such as fires, natural disasters, and unemploymentwith AI
"Working with AI: Measuring the Occupational Implications of Generative AI" (2025-12) · dated 2025-12.
open source ↗Designing, reviewing, and administering insurance, annuity, and pension plans, determining financial soundness and premiumsno data yet
"Working with AI: Measuring the Occupational Implications of Generative AI" (2025-12) · dated 2025-12.
open source ↗Testifying in court as an expert witness on matters such as the value of potential lifetime earningsstays human
O*NET OnLine occupation profiles (task + detail pages) · dated 2026-07.
open source ↗Testifying before public agencies on proposed legislation affecting businessesstays human
O*NET OnLine occupation profiles (task + detail pages) · dated 2026-07.
open source ↗Determining company policy and explaining complex technical matters to executives, officials, shareholders, or the publicstays human
O*NET OnLine occupation profiles (task + detail pages) · dated 2026-07.
open source ↗Negotiating terms and conditions of reinsurance with other companiesstays human
O*NET OnLine occupation profiles (task + detail pages) · dated 2026-07.
open source ↗Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Design or coordinate successive phases of problem analysis, solution proposals, or testing.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Plan or direct research, development, or production activities.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Review project activities and prepare and review research, testing, or operational reports.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare project proposals.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Analyze and interpret statistical data to identify significant differences in relationships among sources of information.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Identify relationships and trends in data, as well as any factors that could affect the results of research.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Determine whether statistical methods are appropriate, based on user needs or research questions of interest.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Report results of statistical analyses, including information in the form of graphs, charts, and tables.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Process large amounts of data for statistical modeling and graphic analysis, using computers.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Disseminate research by writing reports, publishing papers, or presenting at professional conferences.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Perform computations and apply methods of numerical analysis to data.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Assemble sets of assumptions, and explore the consequences of each set.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Maintain awareness of new and emerging computational methods and technologies.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Conduct quality analyses of data inputs and resulting analyses or predictions.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Participate in the preparation of reports or scientific publications.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Compile, administer, and grade examinations, or assign this work to others.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Evaluate and grade students' class work, assignments, and papers.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare and deliver lectures to undergraduate or graduate students on topics such as linear algebra, differential equations, and discrete mathematics.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Maintain student attendance records, grades, and other required records.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare course materials, such as syllabi, homework assignments, and handouts.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Maintain regularly scheduled office hours to advise and assist students.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Initiate, facilitate, and moderate classroom discussions.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Design and validate clinical databases, including designing or testing logic checks.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Process clinical data, including receipt, entry, verification, or filing of information.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Monitor work productivity or quality to ensure compliance with standard operating procedures.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare appropriate formatting to data sets as requested.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Design forms for receiving, processing, or tracking data.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare data analysis listings and activity, performance, or progress reports.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Draw conclusions or make predictions, based on data summaries or statistical analyses.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Calculate sample size requirements for clinical studies.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗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.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Design research studies in collaboration with physicians, life scientists, or other professionals.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Prepare tables and graphs to present clinical data or results.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Write program code to analyze data with statistical analysis software.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Synthesize current business intelligence or trend data to support recommendations for action.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Maintain library of model documents, templates, or other reusable knowledge assets.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Manage timely flow of business intelligence information to users.shifting
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Analyze competitive market strategies through analysis of related product, market, or share trends.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Maintain or update business intelligence tools, databases, dashboards, systems, or methods.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗“not cooked” ≠ “nothing changes.” 41 of your 76 charted tasks already run with AI in the loop, and 1 task has no source at all: marked unlisted, not estimated. this slip shows only what we could source; where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.
Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.