Sierra
Research Engineer, Applied Research
San Francisco, CA. Posted a month ago
The role
The Research Engineer will tackle unsolved applied AI and ML problems. You will develop, fine-tune, evaluate, and deploy models to improve customer-facing AI agents.
What you will do
- Tackle unsolved applied AI and ML problems.
- Determine when to build specialized models or use external frontier intelligence.
- Turn ambiguous product and customer problems into machine learning problems.
- Develop, fine-tune, evaluate, and deploy models.
- Advance post-training work from supervised fine-tuning toward reinforcement learning.
- Build rigorous evaluations connecting model performance to real-world agent quality.
- Work with large-scale, proprietary datasets spanning text and audio.
- Collaborate across Sierra from experimentation through production deployment.
Required qualifications
- Strong experience building and deploying production machine learning and AI systems.
- Excellent judgment in framing product problems as ML tasks.
- Experience working deeply with data, experimentation, evaluation, and model iteration.
- A practical, evidence-driven approach to ML.
- Ability to operate with high agency and work across the stack.
- Alignment with Sierra’s values.
- A degree in computer science, machine learning, or a related field, or equivalent professional experience.
Nice to have
- Experience with supervised fine-tuning or reinforcement learning.
- Experience in search, ranking, recommendations, or advertising systems.
- Experience training and deploying language, speech, or multimodal models.
- Experience designing model evaluations tied to real-world product outcomes.
- Experience working with large-scale consumer datasets or high-volume ML products.
- Contributions to applied ML research or benchmarks.
Benefits
- Flexible (unlimited) paid time off
- Medical, dental, and vision benefits for you and your family
- Life insurance and disability benefits
- Retirement plan dependent on country of employment
- Parental leave
- Fertility and family building benefits
- Lunch, snacks, and coffee when working onsite
- Discretionary benefit stipend
- Free alphorn lessons
- Equity plans for eligible full-time employees
About the company
Sierra is a platform for customer-facing AI agents. It was co-founded by Bret Taylor and Clay Bavor.