Physicists
Official O*NET title: Physicists (19-2012.00)
Also called: astrophysicist, biophysics scientist, health physicist, medical physicist, research physicist
Do you do this at work?
Answer each card — it takes about a minute.
Do you do this at work?
Design computer simulations to model physical data so that it can be better understood
Swipe right for yes, left for not me. On a keyboard: → yes, ← not me, Z undo. +2 XP per answer.
How AI is changing physicists work
4 of 10 measurable main tasks for this job show up in real AI-use data, so we rate it Amber (some AI use) — 40%. 1 newer task is not in the data yet and left out.
This shows where people already use AI, not whether the job will disappear. How we measure this.
Tasks in this job and recorded AI use
- Design computer simulations to model physical data so that it can be better understood (main task) — a lot of recorded AI use
- Perform complex calculations as part of the analysis and evaluation of data, using computers (main task) — some recorded AI use
- Collaborate with other scientists in the design, development, and testing of experimental, industrial, or medical equipment, instrumentation, and procedures (main task) — some recorded AI use
- Observe the structure and properties of matter, and the transformation and propagation of energy, using equipment such as masers, lasers, and telescopes, to explore and identify the basic principles governing these phenomena (main task) — some recorded AI use
- Analyze data from research conducted to detect and measure physical phenomena (main task) — no recorded AI use
- Report experimental results by writing papers for scientific journals or by presenting information at scientific conferences (main task) — no recorded AI use
- Describe and express observations and conclusions in mathematical terms (main task) — no recorded AI use
- Write research proposals to receive funding (main task) — no recorded AI use
- Teach physics to students (main task) — no recorded AI use
- Develop theories and laws on the basis of observation and experiments, and apply these theories and laws to problems in areas such as nuclear energy, optics, and aerospace technology (main task) — no recorded AI use
- Perform peer reviews of scientific papers (main task) — too new for the AI data
- Conduct application evaluations and analyze results to determine commercial, industrial, scientific, medical, military, or other uses for electro-optical devices — some recorded AI use
- Develop manufacturing, assembly, and fabrication processes of lasers, masers, infrared, and other light-emitting and light-sensitive devices — no recorded AI use
- Advise authorities of procedures to be followed in radiation incidents or hazards, and assist in civil defense planning — no recorded AI use
- Conduct research pertaining to potential environmental impacts of atomic energy-related industrial development to determine licensing qualifications — no recorded AI use
- Develop standards of permissible concentrations of radioisotopes in liquids and gases — no recorded AI use
Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).
Your first steps (guidance)
- Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
- Week 2: Use AI on one task you do often. Try the prompt for: “Design computer simulations to model physical data so that it can be better understood”. Try the prompt for: “Perform complex calculations as part of the analysis and evaluation of data, using computers”.
Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.
Questions about AI and physicists
Will AI replace physicists?
Our data can’t predict job losses, and we don’t try to. What it does show: 4 of the 11 main tasks for this job match tasks people already use AI for (Anthropic Economic Index), giving a Amber rating (some AI use). Using AI on a task is not the same as AI doing the whole job, and 10 of the 16 listed tasks show no recorded AI use yet.
Which physicist tasks is AI used for most?
In the data, the most AI use among this job’s tasks is for: design computer simulations to model physical data so that it can be better understood; perform complex calculations as part of the analysis and evaluation of data, using computers; collaborate with other scientists in the design, development, and testing of experimental, industrial, or medical equipment, instrumentation, and procedures.
Which physicist tasks show little or no AI use?
For example: analyze data from research conducted to detect and measure physical phenomena; report experimental results by writing papers for scientific journals or by presenting information at scientific conferences; describe and express observations and conclusions in mathematical terms. These are good places to keep building your own skills.
How does this job compare to others?
In Microsoft Research’s “Working with AI” study, this job’s AI applicability score is equal to or higher than 77% of the occupations they scored. That measures overlap with AI chat use, not risk of job loss.
How can a physicist start learning AI?
Start small: open a free AI assistant, try it on one task you do often, and always check facts and numbers yourself. The plan on this page is guidance, not professional advice.
See how this job ranks
Physicists ranks #189 of 572 jobs for the share of main tasks with AI use (#1 = most), and #26 of 45 in Science & Research.
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