About the role
About the Team
The Intelligence and Investigations team seeks to rapidly identify and mitigate abuse and strategic risks to ensure a safe online ecosystem. We are dedicated to identifying emerging abuse trends, analyzing risks, and working with our internal and external partners to implement effective mitigation strategies to protect against misuse. Our efforts contribute to OpenAI's overarching goal of developing AI that benefits humanity.
The Strategic Intelligence & Analysis (SIA) team provides safety intelligence for OpenAI’s products by monitoring, analyzing, and forecasting real-world abuse, geopolitical risks, and strategic threats. Our work informs safety mitigations, product decisions, and partnerships, ensuring OpenAI’s tools are deployed securely and responsibly across critical sectors.
About the Role
As a Data Scientist, you will lead econometric and experimental analysis to understand how risk changes in complex human–AI systems. Your work will focus on measuring the magnitude and impact of risk shifts in a fast-paced, rapidly evolving operational environment. You will design experiments and observational studies to identify causal drivers and analyze changes in risk across a wide range of surfaces and sources. Your analyses will directly inform prioritization and strategic risk management across the company.
This role is based in San Francisco, CA (hybrid, 3 days/week). Relocation support is available
In this role, you will:
Own the design and execution of experimental and observational analyses used to assess strategic risk
Develop econometric approaches to estimate the impact of product, policy, and external developments on key risk vectors
Translate strategic risk questions into testable hypotheses and sound study designs
Design and deploy A/B tests, as well as pseudo-experimental studies, to measure changes in risks and understand underlying mechanisms
Identify, test, and explain product-driven, event-driven, or signal-driven changes in risk
Establish baselines and statistical confidence around core metrics to size these problems
Partner across teams to track strategic risks, identify opportunities for intervention, and develop analyses to evaluate those interventions
You might thrive in this role if you:
Have 3–6+ years in econometrics, causal inference, or experimental research
Are comfortable owning ambiguous analyses with large-scale influence
Are strong in experimental design, observational methods, and statistical reasoning
Write solid Python and SQL
Experience delivering zero-to-one analyses and scaling them from concept through deployment
Communicate data-driven findings clearly, including uncertainty and trade-offs, to non-technical partners and leadership
Nice to have: experience in trust and safety, integrity, operational security, intelligence analysis or other quantitative risk-focused domains
About OpenAI
OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity. We push the boundaries of the capabilities of AI systems and seek to safely deploy them to the world through our products. AI is an extremely powerful tool that must be created with safety and human needs at its core, and to achieve our mission, we must encompass and value the many different perspectives, voices, and experiences that form the full spectrum of humanity.
We are an equal opportunity employer, and we do not discriminate on the basis of race, religion, color, national origin, sex, sexual orientation, age, veteran status, disability, genetic information, or other applicable legally protected characteristic.
For additional information, please see Skills & Tags
Aplyr's read
OpenAI is a pioneering AI research organization focused on developing AGI to benefit humanity, attracting talent keen on ethical and innovative AI solutions.
What's promising
- •OpenAI is at the forefront of AI research, driving innovation in artificial general intelligence.
- •The company emphasizes ethical AI development, appealing to those passionate about responsible technology.
- •OpenAI offers diverse roles across engineering, sales, and creative fields, indicating a dynamic work environment.
What to watch
- •OpenAI's rapid growth may lead to organizational challenges and resource strain.
- •The focus on AGI poses inherent risks and ethical dilemmas that require careful navigation.
- •Limited public information about internal culture and work-life balance may concern potential applicants.
Why OpenAI
- •OpenAI's mission to ensure AGI benefits all of humanity sets it apart in the tech industry.
- •The organization combines cutting-edge research with a strong emphasis on ethical AI practices.
- •OpenAI's diverse hiring across global markets reflects its commitment to international impact and collaboration.
Aplyr’s read is generated by AI from public sources. Was it useful?
About OpenAI
OpenAI is an artificial intelligence research organization that aims to ensure that artificial general intelligence (AGI) benefits all of humanity. They develop advanced AI technologies and promote safe and responsible AI practices.
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