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 a set of experiments to measure thermal conductivity of the new composite: specify instruments…
Study physical phenomena
+Develop and analyze experiments to test hypotheses
+Develop experimental protocols to test the hypothesis that particle size alters reaction rate: define…
Develop and analyze experiments to test hypotheses
+Publish research findings in scientific journals
+Prepare a manuscript draft for submission: collate methods, results tables and figures, run standard…
Publish research findings in scientific journals
+Teach physics to students.
+Design and schedule a two-hour undergraduate lab on conservation of momentum: write three clear learning…
Teach physics to students.
+Create mathematical models of physical systems
+Develop predictive mathematical models for the vibrating beam experiment: derive governing equations from…
Create mathematical models of physical systems
+Use instruments and computational models for experiments
+Combine the new pressure transducer readings with the CFD boundary conditions, run the computational…
Use instruments and computational models for experiments
+Write research proposals and seek funding
+Draft a two-page research funding pitch that frames the hypothesis, methods, expected deliverables, budget of…
Write research proposals and seek funding
+Describe and express observations and conclusions in mathematical terms.
+Convert my experimental observations from the last three field runs into a concise mathematical summary:…
Describe and express observations and conclusions in mathematical terms.
+Mentor and supervise graduate students and researchers
+Create a supervision plan for my two graduate students that schedules weekly one-hour meetings, a three-month…
Mentor and supervise graduate students and researchers
+Maintain and calibrate laboratory instruments and equipment
+Produce a calibration and maintenance checklist for the lab's spectrometer and two oscilloscopes, list…
Maintain and calibrate laboratory instruments and equipment
+Provide consultancy for industry and government projects
+Prepare a concise consultancy brief for the Ministry of Transport proposing a two-phase study: initial…
Provide consultancy for industry and government projects
+Research alternative energy sources like solar and wind
+Outline a research plan to evaluate rooftop solar and 100 kW wind turbine options for the industrial park:…
Research alternative energy sources like solar and wind
+Use measurement instruments
+Calibrate the pH meter and balance, run the three control standards and the soil moisture probe on sample set…
Use measurement instruments
+Perform laboratory tests
+Prepare reagents and run the enzymatic assay on the ten water samples in duplicate, follow the protocol steps…
Perform laboratory tests
+Design and develop new electronic and communication technologies
+Design and prototype a low-energy wireless sensor node for environmental monitoring, draft schematics,…
Design and develop new electronic and communication technologies
+Identify and analyze scientific problems
+Survey recent field data and literature to identify three plausible measurement problems causing spike noise…
Identify and analyze scientific problems
+Explain natural phenomena using theoretical frameworks
+Write a clear theoretical explanation for the unexpected thermal drift in our photodiode array using carrier…
Explain natural phenomena using theoretical frameworks
+Predict outcomes of physical systems through modeling
+Build a computational model to predict the vibration response of the prototype actuator across 0–500 Hz,…
Predict outcomes of physical systems through modeling
+Focus their research depending on their specialisation
+Choose a research focus between low-power wireless systems, environmental sensing, or biomedical signal…
Focus their research depending on their specialisation
+Apply their findings for the improvement of society
+Turn last quarter's lab findings into two tangible societal applications, detail necessary engineering…
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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