Applied Researcher Jobs
Applied Researcher jobs are open across technology, healthcare, finance, and academia, from entry-level to principal and research scientist, with specializations in machine learning, natural language processing, and computational biology. Find a role that fits below and apply directly.
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Showing 5 of 173+ Applied Researcher jobs
What you'll own
Evaluation suites built from production traces: deciding what to measure, building the graders, and proving they track real quality.
Verifiers and reward models. Turning human corrections, outcomes, and standards of good work into training signal.
Post-training experiments end-to-end: hypothesis, data, SFT/DPO/RL runs, ablations, analysis, and the write-up that defends the win with numbers.
RL environments and agentic harnesses for the workflows we're specializing models for.
Reproducing recent post-training, reasoning, and agent papers, and translating the ones that work into our stack.
About you
Currently a student (BS / MS / PhD) in CS, ML, or an adjacent field, or recently graduated.
Strong empirical ML background. You've run post-training or RL experiments on LLMs and can explain what worked, what didn't, and why.
Rigorous about evaluation. You can spot a benchmark that lies and design one that doesn't.
Comfortable in messy production data. Real traces, not curated datasets, are your raw material.
Bias to ship. Your experiments end in a deployed model or a killed hypothesis, not just a doc.
Available for at least 12 weeks at meaningful intensity.
Bonus
Publications or OSS in post-training, RL, evals, or agents.
Experience with verifier models, synthetic data, or RL environments at scale.
Shipped research into a production system before.
Strong taste for what the field is over- vs. under-investing in.
Applied Researcher Jobs by Experience Level
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Find Applied Researcher JobsApplied Researcher Job Market
Who's Hiring
- Apple18
- Capital One13
- Prime Intellect11
- Meta8
- NVIDIA6
Top Industries Hiring
- Technology & Software14
- Science & Research6
- Electronics & Hardware3
- Medical Devices2
- Banking & Financial Services2
What Employers Look For
The qualifications that appear most often in applied researcher jobs.
- PhD or master's degree in computer science, statistics, or a related quantitative field
- Proficiency in Python and familiarity with scientific computing libraries such as NumPy, PyTorch, or TensorFlow
- Demonstrated record of original research output including published papers or technical reports
- Experience designing and running controlled experiments and interpreting results at scale
- Strong skills in statistical modeling, hypothesis testing, and causal inference methods
- Ability to communicate complex research findings clearly to both technical and non-technical audiences
Tips for Your Applied Researcher Job Search
Tailor your resume to publication outputs
Applied researcher roles weight published papers, preprints, and technical reports heavily. List each by venue, co-authors, and impact where relevant. Hiring committees scan for evidence of original contribution, not just participation in a research group.
Show the gap between research and product
Many applied researcher postings ask how your work shipped or influenced a real system. Add a one-line outcome to each project entry, what changed in production, what metric moved, or what decision your findings drove.
Apply early to roles that fit
Migrate Mate lists applied researcher openings from across the United States in one place, so you can find roles that match and apply directly to each listing.
Target postings by research area explicitly
Job titles vary wildly across organizations. Search by method or domain, reinforcement learning, computer vision, clinical NLP, not just the job title. Filtering by research area surfaces postings that match your actual work, not just the label.
Prepare a research talk for the interview loop
Most applied researcher interviews include a technical presentation on past work. Prepare a 20-minute talk that explains the problem, your approach, and what you learned from failure. Panelists probe your reasoning process more than your results.
Negotiate scope before you negotiate compensation
Applied researcher offers often leave research agenda, publication rights, and compute access undefined. Clarify those terms before accepting. Restrictions on publishing findings or filing patents can affect your career trajectory more than base pay.
Applied Researcher Jobs: Frequently Asked Questions
Which companies are hiring the most applied researchers?
Apple, Capital One, and Prime Intellect are hiring the most applied researchers right now, with openings concentrated in California, New York, and Washington, based on current listings on Migrate Mate as of November 2026. Demand is strongest in teams building large-scale machine learning systems and clinical decision tools.
How many applied researcher jobs are remote?
About 64% of applied researcher openings are fully remote or hybrid as of November 2026, with the highest remote share in roles focused on natural language processing, computational social science, and data-driven product research that do not require on-site lab access or specialized hardware.
How do you become an applied researcher?
Most applied researchers complete a master's or doctoral program in a quantitative field such as computer science, statistics, or biomedical engineering, then build a portfolio of original work through thesis research, internships, or open-source projects. Publishing findings, even as preprints, signals research independence to hiring teams and distinguishes you from candidates with only coursework.
Can you get an applied researcher job with little experience?
Yes, entry-level applied researcher roles exist, particularly at companies with structured research programs and university partnerships. The strongest candidates without industry experience demonstrate independent output: a thesis with real-world application, a reproducible open-source project, or a co-authored paper. Internships that resulted in a shipped model or a published finding carry significant weight with reviewers.
What does the applied researcher interview process look like?
Applied researcher interviews typically run across four to five stages: an initial recruiter screen, a technical phone interview covering statistics or coding fundamentals, a research presentation on past work, a panel of research and engineering interviews probing problem-solving and experimental design, and a final conversation with a hiring manager about team fit and research direction. Some organizations also assign a short take-home research problem.
Where can I find and apply to applied researcher jobs?
You can find and apply to applied researcher jobs on Migrate Mate, which lists current openings from across the United States. Find roles that match your research background and apply directly to each listing without leaving the platform.
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