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.
Collect DNA samples
+Collect fin clips from 50 juvenile Atlantic salmon at Cage 3 this morning, label tubes with fish ID and GPS…
Collect DNA samples
+Develop and test hypotheses
+Formulate whether temperature changes explain the spike in mortality last week: pull the last six weeks of…
Develop and test hypotheses
+Collaborate with other scientists
+Prepare the dataset and notes from the larval growth trial, invite Dr. Singh and Marisol to a data review…
Collaborate with other scientists
+Gather and analyse biological data
+Compile water quality, growth rate, and feed conversion data from Pond A and B for May, clean the records,…
Gather and analyse biological data
+Report on their findings
+Write a concise operational report of this week’s tank survey: list water chemistry readings by tank, note…
Report on their findings
+Discover data patterns
+Run an exploratory search for recurring anomalies across last six weeks of sensor and sequence data, describe…
Discover data patterns
+Perform data analysis
+Analyze the latest batch: calculate relative abundance changes per species between this and last sampling,…
Perform data analysis
+Use databases
+Query the archive for the past three months of tank records, return matched sequence runs and sensor logs for…
Use databases
+Write reports and scholarly papers
+Draft the methods, results and discussion for a 3,000-word paper on last summer's growth trial with…
Write reports and scholarly papers
+Perform field research in natural habitats
+Plan and record a four-day field survey of the estuary for wild fry abundance, list transect GPS, tide…
Perform field research in natural habitats
+Track and monitor animal behavior
+Compile the last six weeks of telemetry and remote camera logs to produce a daily activity summary of…
Track and monitor animal behavior
+Dissect carcasses and specimens
+Write a specimen processing report that lists each dissected carcass, gross pathology findings, tissue…
Dissect carcasses and specimens
+Assess soil, water, and environmental samples
+Run the water and sediment test schedule for the breeding pond, record pH, salinity, dissolved oxygen,…
Assess soil, water, and environmental samples
+Design and carry out breeding studies
+Design the six-month selective-breeding trial: define crossing matrix, pedigree recording method, target…
Design and carry out breeding studies
+Study disease progression in tissues
+Analyze the tissue sample sequence data and generate a time-series report showing pathogen load per organ,…
Study disease progression in tissues
+Research effects of drugs and chemicals
+Compile drug exposure records and experimental concentrations, run comparative outcome queries to find…
Research effects of drugs and chemicals
+Develop new crop varieties
+Cross-reference genotype markers and trait performance in growth trials, identify candidate variants…
Develop new crop varieties
+Monitor pollution and radioactivity levels
+Aggregate sensor logs and sample assays for heavy metals and radionuclides, plot trends by monitoring…
Monitor pollution and radioactivity levels
+Present findings at conferences
+Draft a conference poster package summarising methods, key graphs from gene expression and survival analyses,…
Present findings at conferences
+Evaluate environmental impact on organisms
+Merge environmental parameter logs with organism health metrics, run correlation and regression tests to…
Evaluate environmental impact on organisms
+Bioinformatics databases
+Enter the weekly sequencing and sample metadata into the bioinformatics databases, linking tank IDs, feed…
Bioinformatics databases
+Says who?
These are the pages we read to build this. Open any of them and check us.
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.
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses