Research Engineer (Reinforcement Learning)

Added
5 days ago
Type
Full time
Salary
Salary not provided

Related skills

python machine learning lora vllm trl

๐Ÿ“‹ Description

  • Build training environments, verifiers, and supporting infrastructure for post-training models.
  • Own the synthetic data pipeline from data generation through quality assurance and validation.
  • Run end-to-end training experiments, analyze results, and identify factors driving model
  • Design and maintain evaluations that models must pass before production releases.
  • Select and adapt open-weight foundation models for agent and product needs.
  • Develop trained behaviors for voice and text-based agents.

๐ŸŽฏ Requirements

  • Strong Python engineering skills and ability to build production-quality systems.
  • Experience taking an ML model from raw data through experimentation to production.
  • Data-centric mindset: coverage, diversity, quality, and data leakage awareness.
  • Ability to design robust rewards, verifiers, and evaluation mechanisms to avoid reward exploitation.
  • Practical experience with GPUs and understanding their capabilities/limitations.
  • Judgment on when training is the right solution vs simpler approaches.

๐ŸŽ Benefits

  • Opportunity to impact a fast-growing developer platform.
  • Small, senior engineering team with emphasis on technical excellence, creativity, ownership.
  • Competitive salary and equity package.
  • Health, dental, and vision benefits.
  • Flexible vacation policy.
  • Remote-friendly environment with autonomy.
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