What it pays
Government survey numbers — not estimates, not ads.
The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Study physical phenomena
+Design and run the measurement campaign on the cryostat this week, record raw sensor streams and calibration…
Study physical phenomena
+Develop and analyze experiments to test hypotheses
+Draft the experiment plan to test the resonator damping hypothesis: list required instruments, step-by-step…
Develop and analyze experiments to test hypotheses
+Create mathematical models of physical systems
+Build the mathematical model for the coupled pendulum system, derive the governing equations, fit parameters…
Create mathematical models of physical systems
+Use instruments and computational models for experiments
+Run the planned experimental sequence combining laser alignment and the simulation model, record instrument…
Use instruments and computational models for experiments
+Publish research findings in scientific journals
+Prepare the manuscript of our nonlinear optics results: assemble cleaned datasets, create three…
Publish research findings in scientific journals
+Teach physics to students.
+Prepare the two-hour lab lecture for undergraduates: draft a practical worksheet with three measurement…
Teach physics to students.
+Write research proposals and seek funding
+Draft a three-page funding proposal for the National Science Council outlining the novel measurement…
Write research proposals and seek funding
+Describe and express observations and conclusions in mathematical terms.
+Convert the latest lab runs into a concise methods-and-results section: define variables, derive the…
Describe and express observations and conclusions in mathematical terms.
+Mentor and supervise graduate students and researchers
+Prepare a two‑page supervision plan for my incoming PhD cohort: list each student's project goals, weekly…
Mentor and supervise graduate students and researchers
+Maintain and calibrate laboratory instruments and equipment
+Assemble a consultancy brief for the regional energy authority: summarize our lab capabilities, propose a…
Maintain and calibrate laboratory instruments and equipment
+Provide consultancy for industry and government projects
+Create a maintenance and calibration checklist for the optics bench and oscilloscope: list required…
Provide consultancy for industry and government projects
+Research alternative energy sources like solar and wind
+Draft an exploratory research plan for solar and wind sensors: state hypotheses, outline lab tests to measure…
Research alternative energy sources like solar and wind
+Use measurement instruments
+Record the oscilloscope and photodiode measurements for run 27 at 300 K, convert raw voltages to calibrated…
Use measurement instruments
+Perform laboratory tests
+Carry out the planned absorption and transmission tests on sample B at 10 wavelength settings, log each…
Perform laboratory tests
+Design and develop new electronic and communication technologies
+Design and prototype the new low-noise transceiver electronics for the quantum optics demo: specify…
Design and develop new electronic and communication technologies
+Identify and analyze scientific problems
+Run a systematic problem-identification sweep on last week’s cryostat run: compile all sensor traces, flag…
Identify and analyze scientific problems
+Explain natural phenomena using theoretical frameworks
+Draft a concise theoretical explanation for the unexpected absorption line: fit the measured spectra to…
Explain natural phenomena using theoretical frameworks
+Predict outcomes of physical systems through modeling
+Build and validate a predictive model for the cavity decay rate versus temperature: choose the governing…
Predict outcomes of physical systems through modeling
+Focus their research depending on their specialisation
+Refocus the lab’s next six-week effort on either superconducting circuits or photonic integration: summarise…
Focus their research depending on their specialisation
+Apply their findings for the improvement of society
+Translate our detector noise reduction results into practical improvement measures: identify three near-term…
Apply their findings for the improvement of society
+Says who?
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Activities this job lives in
The human activities behind the tasks — each with its honest AI ceiling.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The rest of the map
Same library, five ways in.
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