Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal Research Engineer (AI): Driving the technical vision and execution of post-training systems to transform foundation models into immersive role-playing products with an accent on alignment algorithms and large-scale infrastructure. Focus on optimizing OSS LLMs, developing reinforcement learning methodologies, and building scalable data pipelines for model performance.
Location: Redwood City, CA (Onsite)
Salary: $275K – $400K
Company
AI entertainment platform empowering millions to connect, learn, and tell stories through interactive AI characters.
What you will do
- Define and drive the technical roadmap for mid- and post-training systems, balancing innovation with production reliability.
- Lead the development of alignment algorithms, RL, and preference optimization to improve model capabilities.
- Design scalable training and inference systems for large-scale generative models.
- Architect data pipelines to transform diverse data sources into high-quality training datasets.
- Mentor and grow a team of researchers and engineers through technical guidance and design reviews.
- Optimize distributed training, GPU utilization, and serving efficiency in partnership with infrastructure teams.
Requirements
- PhD in Computer Science, ML, AI, or equivalent industry experience.
- Significant experience leading technical projects in machine learning or large-scale distributed systems.
- Deep understanding of transformers, reinforcement learning, alignment methods, and LLMs.
- Track record of delivering impactful research or applied ML systems in production environments.
- Expertise in training, debugging, and optimizing large-scale models on GPU-based systems.
- Must be based in or able to work in Redwood City, CA.
Nice to have
- Hands-on experience adapting open-source models like Mistral and Qwen for specific personas or role-playing.
- Familiarity with cloud-native ML infrastructure, including Kubernetes and Docker.
- Publications in leading ML conferences or contributions to the AI community.
Culture & Benefits
- Top-notch health coverage for employees and their families.
- Generous 401(k) contribution to invest in your future.
- Incredible paid parental leave of up to 20 weeks.
- 4 weeks of PTO for recharging and exploration.
- Daily in-office catering and a monthly Doordash stipend.
- Monthly wellness stipend to support health journeys.
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