◆ Physics

What a quantum researcher
really does.

27 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

27evidenced tasks
33,830in the US (2025)
$127,410median pay / year
9systems it runs on
See the 27 tasks ↓Open in the atlasThe full career map →
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Conduct research on biological processes
Plan and run the series of assays comparing protein expression under v…3 sources agree

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The work, task by task

27 tasks
Hands on the work13
Study molecular mechanisms of cell functions+
Map the signalling cascade hypotheses for intracellular ion transport, design targeted inhibitor tests, schedule sample prep and microscopy sessions, and produce a draft results section with figures for Friday.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Design and build laboratory equipment+
Specify and prototype the bench-top cryostat modifications to improve vibration isolation, produce CAD-ready component sketches, list materials and suppliers, and request a fabrication quote by Wednesday.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze biological substances like DNA and proteins+
Process the mass-spectrometry and gel results for the protein folding assays, perform peak calling and baseline correction, then produce a results table with statistical summaries and attach the raw traces for review.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Identify mutations leading to cancers+
Compare tumour and matched-normal sequencing to flag recurrent point mutations, filter by allele frequency and known oncogenes, and compile a ranked list with evidence for the next cancer biology meeting.
onetwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Investigate genetic traits and evolution+
Assemble genotype datasets across populations, run the phylogenetic clustering and trait-association checks, then write the methods and preliminary interpretation for the evolution seminar next Wednesday.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze biochemical products and processes+
Analyze the batch of biochemical assay files from last week, validate instrument calibration logs, flag any outlier metabolites above the acceptance thresholds, write a concise result summary with recommended follow-ups and attach calibrated spectra for review by Dr. Huang by Thursday.
escowiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Prepare pharmaceutical compounds for commercial distribution.+
Scale the lead synthesis protocol to pilot batch, confirm purity and impurity profile meet release criteria, document process parameters and QC results, and prepare the stability testing plan and release recommendation for the manufacturing team by Friday.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Produce pharmaceutically or industrially useful proteins, using recombinant DNA technology.+
Construct the expression cassette, transform the chosen host, monitor expression and purification yields, verify bioactivity and endotoxin levels, then assemble a technical dossier with sequence maps, purification records, and recommended production parameters for regulatory review in ten days.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice8
Watch and assess3
Keep it safe1
Keep the record1
Work with people1

What the work runs on

named inside the evidenced tasks
10 tasksPythonautomates data capture parsing, basic analysis and file organisation for assay outputs
7 tasksMicrosoft Wordcompile the draft results narrative and insert figures and captions for collaboratorsOpen its task library → 7 tasksMicrosoft Excelorganise experimental conditions, sample lists and summary tablesOpen its task library →
4 tasksMicrosoft Outlooksend the rota, meeting notes and action items to the team and stakeholders
3 tasksLinuxmanages scripts and schedules batch instrument data transfers
2 tasksMicrosoft PowerPointcreates and shares slide decks with embedded figures and notes for presentations
2 tasksPerlautomates parsing of mass spectrometry text outputs and batch data extraction for isotope incorporation analysis
1 taskMicrosoft Visiocreate schematic layouts and flow diagrams of the modified cryostat
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The same task, four heights

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ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where a quantum researcher actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

What the work pays

two countries, two different measures

United States

this exact occupation · BLS 2025
  • $127,410 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $74,290; the top tenth near $201,110
  • 33,830 people employed in this occupation

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹38,298 a month — the median for Professionals, the group this work sits in
  • India publishes pay by broad occupation group, so this covers many jobs besides this one. It is a shape, not a salary.
read this carefullyThese two numbers are not comparable and must not be converted into each other. One is a yearly figure for this job alone; the other is a monthly figure for a whole family of jobs. What travels between them is the pattern, not the amount: experience lifts pay almost everywhere.

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job14 of these tasks ESCOThe European skills and occupations register3 of these tasks Job descriptionsReal postings, in the wild16 of these tasks WikipediaHow the world describes this work13 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS SFHHCS9Investigate biological specimens and samplesnational standard

Close to this work

12 nearby
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Questions people actually ask

You’ll split time between hands-on lab work, computer modeling, and meetings. Mornings often run experiments—preparing samples, using microscopes or lasers, running assays that analyze DNA, proteins, or isotopes.

Afternoons go to data analysis in Python or IBM SPSS Statistics, writing up results in Microsoft Word, and meeting your team to plan experiments, write grant sections, or prepare slides in PowerPoint.

Expect Python for data analysis and molecular modeling, plus Linux as the common operating system. Use Microsoft Word, Excel, PowerPoint, and Outlook for writing, data tables, presentations, and email.

You might also see Perl scripts, Microsoft Visio for diagrams, and IBM SPSS Statistics for specialized stats. Lab instruments include advanced microscopes, lasers, and custom-built equipment you help design.

Use AI for data sorting, image analysis, or molecular simulation in Python but never as the final arbiter. Always validate AI outputs with experiments or statistical checks in SPSS or manual review.

Keep raw data and code under version control, document parameters, and follow lab safety and ethical rules. For anything clinical or genetic, get approvals and keep results reproducible and auditable.

According to the U.S. Bureau of Labor Statistics (BLS), 33,830 people work in this category. The median pay is $127,410 per year; the lowest tenth earn about $74,290 and the top tenth about $201,110.

Those numbers vary by employer type: universities often pay less than industry, and roles requiring lab management or commercial product development usually pay more.

A quantum researcher focuses on original research—designing experiments, modeling molecular structures, and writing grant proposals—whereas a lab technician follows set protocols and maintains equipment.

Biomedical scientists may overlap in analyzing DNA/proteins and developing tests, but quantum researchers usually lead project design, publish papers, and manage teams or product development.

Learn to analyze experimental data and explain what it means. That means strong Python skills for modeling and scripts, plus the ability to run stats in IBM SPSS Statistics or Excel and write clear results in Word.

Being able to turn messy lab measurements into reproducible conclusions—then present them in PowerPoint or a grant—makes you valuable for research, funding, and management.