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JOB REPORT / 15-1221 · 15 TASKS

Computer and Information Research Scientists.

Can AI do the work of Computer and Information Research Scientists?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Evaluate project plans and proposals to assess feasibility issues
  • Assign or schedule tasks to meet work priorities…
  • Develop performance standards, and evaluate work in light…

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A guided certificate program in AI-assisted Computer and Information Research Scientists work. It covers the 15 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

15 of 15 tasks reviewed

We went through all 15 core tasks in this job, one at a time.

Task by task, from the work Computer and Information Research Scientists actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Evaluate project plans and proposals to assess feasibility issues.

    AI DOES

    Scans proposals for gaps, summarizes risks, and compares against known benchmarks

    YOU DO

    Apply deep domain expertise and real-world context to judge what will actually work

  2. TASK 02

    Assign or schedule tasks to meet work priorities and goals.

    AI DOES

    Suggests task schedules, flags deadline conflicts, and drafts priority lists

    YOU DO

    Weigh team capacity, research unknowns, and make final calls on priorities

  3. TASK 03

    Develop performance standards, and evaluate work in light of established standards.

    AI DOES

    Drafts performance criteria, benchmarks, and evaluation rubrics based on role and goals

    YOU DO

    Apply judgment about context, fairness, and nuance that numbers alone can't capture

  4. TASK 04

    Approve, prepare, monitor, and adjust operational budgets.

    AI DOES

    Drafts budget summaries, spots trends, and flags overspending automatically

    YOU DO

    Own the final call on what gets funded and why

  5. TASK 05

    Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users.

    AI DOES

    Monitors network traffic, detects anomalies, and alerts on security threats in real time

    YOU DO

    Make final security calls, physically fix hardware, and decide how to respond to complex incidents

  6. TASK 06

    Participate in multidisciplinary projects in areas such as virtual reality, human-computer interaction, or robotics.

    AI DOES

    Drafts code, summarizes research papers, generates ideas, and helps prototype concepts faster

    YOU DO

    Lead team decisions, bridge disciplines, and judge which ideas are worth pursuing

  7. TASK 07

    Direct daily operations of departments, coordinating project activities with other departments.

    AI DOES

    Drafts status updates, flags scheduling conflicts, summarizes project progress, and suggests task priorities

    YOU DO

    Build team trust, resolve conflicts, and make judgment calls about people and priorities

  8. TASK 08

    Meet with managers, vendors, and others to solicit cooperation and resolve problems.

    AI DOES

    Drafts agendas, summarizes meeting notes, and writes follow-up emails

    YOU DO

    Show up, read the room, and build real trust with people

  9. TASK 09

    Participate in staffing decisions and direct training of subordinates.

    AI DOES

    Drafts job descriptions, screens resumes, and suggests training materials

    YOU DO

    Judge people, team dynamics, and growth potential firsthand

  10. TASK 10SOURCE-BACKED TASK

    Design computers and the software that runs them.

    AI DOES

    Generates code and suggests system architectures

    YOU DO

    Choose the right approach and solve real problems

    About this analysis

    41% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  11. TASK 11SOURCE-BACKED TASK

    Analyze problems to develop solutions involving computer hardware and software.

    AI DOES

    Suggests solutions and finds similar past problems

    YOU DO

    Choose the right approach for context

    About this analysis

    31% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  12. TASK 12SOURCE-BACKED TASK

    Develop and interpret organizational goals, policies, and procedures.

    AI DOES

    Drafts policies and suggests goal frameworks

    YOU DO

    Set priorities and read organizational context

    About this analysis

    31% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  13. TASK 13SOURCE-BACKED TASK

    Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.

    AI DOES

    Builds initial models and runs calculations

    YOU DO

    Frame the right problem to solve

    About this analysis

    28% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  14. TASK 14SOURCE-BACKED TASK

    Consult with users, management, vendors, and technicians to determine computing needs and system requirements.

    AI DOES

    Gathers initial requirements and suggests technical options

    YOU DO

    Navigate politics and build real consensus

    About this analysis

    20% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  15. TASK 15SOURCE-BACKED TASK

    Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.

    AI DOES

    Generates code prototypes and technical documentation

    YOU DO

    Envision breakthrough applications and guide development

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.