Researcher, Benchmark Reviews
Epoch AI
Epoch AI is looking for a Researcher to develop and publish critiques and reviews of AI benchmarks.
About the role
We are looking for a Researcher to produce a steady stream of benchmark reviews. You will closely analyze a wide variety of new benchmarks, evaluate their methodologies, and write up your findings in public-facing research. You should be comfortable using coding agents to help you, without delegating your judgment.
Examples of the kind of reports you would produce include our reviews of SWE-bench Verified, OSWorld, and economic value benchmarks.
This role is fully remote; we are able to hire in many countries. We invite anyone who is interested to apply, regardless of background, experience, or credentials. Please do not include a cover letter, photograph, or headshot of yourself, or any personal information that is not relevant to the role for which you're applying (including marital status, age, identity traits, etc.).
If this role sounds interesting, we are also looking for researchers on multiple other teams.
Applications are rolling.
\n- Review benchmarks: Assess a new benchmark at least every two weeks. You’ll evaluate their methodology and what a “good performance” would imply about AI capabilities.
- Publish and maintain reports: Write up public-facing reports on new benchmarks and periodically update them as new versions release and models make progress.
- Dig into data: Examine individual tasks within benchmarks in detail, using coding agents to assist while retaining your own critical oversight.
- You excel at written communication. Your first drafts rarely need much polishing; they’re clear and publication-quality with minimal revision.
- You think critically about research methodologies. You have strong opinions about what benchmarks and evaluations should look like, and can recognize when something seems wrong.
- You’re already familiar with existing AI benchmarks, their methodologies, strengths, and weaknesses. You have ideas for new benchmarks that don’t exist yet, but should.
- You’re comfortable working with dense data. You’ll often be breaking down benchmarks into their component parts, which can be overwhelming without familiarity.
- Experience writing about AI/ML for a public or research audience.
- Hands-on experience running or building AI evaluations.
- Annual salary between $100,000 and $200,000 USD, depending on location, seniority, and experience.
- Salaries are not restricted to USD, and contracts and payments are usually in local currencies. Conversions are based on one-year average exchange rates.
- Fully remote environment, including flexible work hours.
- Competitive global benefits program, including a comprehensive health insurance program—including supplemental benefits specific to a local country, as available and mandated by local law—and life insurance and a pension plan, if applicable in your country.
- Generous paid time off (PTO), including no specific annual limit, with 30 days PTO per year protected, unlimited personal and sick leave, and 4 months paid parental leave for permanent staff with at least 12 months of tenure (prorated parental leave if less than 12 months).
- A flexible and generous expense policy for you to spend on equipment and a large range of productivity tools or learning/development opportunities, including unlimited spending on AI tools, subject to regulations and manager approval.
- Paid work trips, including 3 staff retreats per year and relevant conferences.
- Access to our very well-equipped offices in Berkeley, California, including paid meals, snacks, gym, and more. All staff, independently of where they are based, have access to the office for at least 20 days each year.
Additional Information
While we welcome applicants from all time zones, we prefer candidates who can overlap with US and UK time zones.
Please submit all of your application materials in English and note that we require professional level English proficiency.
Epoch is committed to building an inclusive, equitable, and supportive community for you to thrive and do your best work. We're committed to finding the best people for our team, so please don't hesitate to apply for a role regardless of your age, gender identity/expression, political identity, personal preferences, physical abilities, veteran status, neurodiversity or any other background. Please email careers@epoch.ai if you have any questions about this role, accessibility requests, or if you want to request an extension to the application deadline. However, we will not review applications submitted to this email address; please submit your application through the link on this page.
About Epoch AI
Epoch AI is a research institute that investigates trends in machine learning and the economic consequences of AI. Our mission is to develop a comprehensive, publicly accessible knowledge base on AI that informs policymakers, industry leaders, and society at large.
We strive to achieve both rigor and accessibility to our work, as exemplified by some of our most successful projects, including our database of AI models and our AI trends dashboard. Our body of research includes our work on compute trends (IJCN 2022), data scarcity (ICML 2024), and algorithmic progress (NeurIPS 2024). You can read more about our work and mission on our website and in this Time profile.