ML Research Scientist — LLM Safety

Posted 3 Days Ago
Hiring Remotely in San Francisco, CA
Remote
Senior level
Artificial Intelligence • Software
The Role
Join Dynamo AI as an ML Research Scientist focusing on the safety of LLMs. You'll spearhead research on safe and responsible models, develop novel techniques, lead projects from inception to deployment, and collaborate with various teams, all while contributing to scientific literature. Your findings will directly impact Fortune 500 companies adopting LLM technologies.
Summary Generated by Built In

At Dynamo AI, we believe that LLMs must be developed with safety, privacy, and real-world responsibility in mind. Our ML team comes from a culture of academic research driven to democratize AI advancements responsibly. By operating at the intersection of ML research and industry applications, our team empowers Fortune 500 companies’ adoption of frontier research for their next generation of LLM products. Join us if you:

• Care about pushing the frontier of novel research on performant, responsible, and unbiased LLMs and don’t accept the status quo of helpfulness-safety tradeoffs.

• Are excited at the idea of democratizing state-of-the-art research on safe and responsible AI and motivated to work at a 2023 CB Insights Top 100 AI Startup and see your impact on end customers in the timeframe of weeks not years.

• Wish to work on the premier platform for compliant LLMs. We provide the fastest end to end solution to deploy research in the real world with our fast-paced team of ML Ph.D.’s and builders, free of Big Tech / academic bureaucracy and constraints.

Responsibilities

  • Spearhead an LLM research domain with a focus on safety, quality, explainability, evaluation, and/or adversarial attacks.
  • Push the envelope by developing novel techniques and research that delivers the world’s most harmless and helpful models. Your research will directly empower our customers to more feasibly deploy safe and responsible LLMs.
  • Co-author papers, patents, and presentations with our research team. Collaborate with our engineering, product, and sales teams to deliver state-of-the-art techniques to end customers.
  • Lead research projects end-to-end, including generating high quality synthetic data, training LLMs, and conducting rigorous benchmarking.
  • Deliver generalizable, scalable, and reproducible algorithms.

Qualifications

  • Deep research domain knowledge in LLM safety techniques.
  • Extensive research experience in aligning, training, and/or attacking multiple different types of LLM models and architectures in the real world. Comfortability with leading end-to-end projects.
  • Adaptability and flexibility. In both the academic and startup world, a new finding in the community may necessitate an abrupt shift in focus. You must be able to learn, implement, and extend state-of-the-art research.

Dynamo AI is committed to maintaining compliance with all applicable local and state laws regarding job listings and salary transparency. This includes adhering to specific regulations that mandate the disclosure of salary ranges in job postings or upon request during the hiring process. We strive to ensure our practices promote fairness, equity, and transparency for all candidates.


Salary for this position may vary based on several factors, including the candidate's experience, expertise, and the geographic location of the role. Compensation is determined to ensure competitiveness and equity, reflecting the cost of living in different regions and the specific skills and qualifications of the candidate.

Top Skills

AI
Llm
Ml
The Company
San Francisco, CA
58 Employees
On-site Workplace
Year Founded: 2021

What We Do

Dynamo AI is pioneering the first end-to-end secure and compliant generative AI infrastructure that runs in any on-premise or cloud environment.

With a holistic approach to GenAI compliance, we help accelerate enterprise adoption to deploy secure, reliable, and compliant AI applications at scale.

Our platform includes three products:
- DynamoEval evaluates GenAI models for security, hallucination, privacy, and compliance risks.
- DynamoEnhance remediates identified risks, ensuring more reliable operations.
- DynamoGuard offers real-time guardrailing, customizable in natural language and with minimal latency

Our client base and partnerships include Fortune 1000 companies across all industries, which underscores our proven success in securing GenAI in highly regulated environments

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