Product Analyst
Dynamo AI · San Francisco, CA · 5 days ago
On-siteAnalystFull-time
About DynamoAI
Dynamo AI is building the future of trustworthy AI for the enterprise. Our platform provides real-time guardrails, redteaming, and observability for generative AI systems—ensuring safe, compliant, and reliable AI deployments in regulated industries such as financial services, insurance, DoD, and healthcare.
Responsibilities
- Guardrail training data: curate and design the data that trains an SLM guardrail (for example, a prompt injection detector), and keep labeling consistent as datasets grow.
- Orchestration experiments: test different configurations of guardrails and controls against each other to find what performs best.
- Synthetic data quality: assess whether synthetic training or eval data is faithful and diverse enough to trust.
- New evaluations: research and scope new ways to evaluate guardrails and AI applications, then specify how they work.
- Rapid tooling: build small custom tools with AI to validate a hypothesis or unblock the team.
- Benchmarking: measure performance with standard classification metrics (FNR, FPR, precision, recall) and report what's working and what isn't.
Requirements
- A degree with strong quantitative or analytical content. We're especially interested in less common backgrounds (physics, information or data theory, business, and similar) alongside solid data-analysis experience.
- A clear, demonstrated framework for thinking through problems.
- Good instinct for data, ML concepts, and what makes an experiment or metric trustworthy.
- Python and pandas for working with data.
- Interest in AI security or safety and adversarial thinking.
- Attention to detail and clear writing.
Nice to have
- ML coursework.
- Reading or working proficiency in Japanese, Chinese, or a European language.
- Coursework or projects in stats or NLP.
- SQL.
- A habit of building small tools or scripts (including with AI assistants) to answer your own questions.
- Exposure to LLMs, security tooling, experimental design, or annotation work.