Senior Research Scientist | Model Steering

Added
14 days ago
Type
Full time
Salary
Salary not provided

Related skills

python tensorflow pytorch jax model_steerability

πŸ“‹ Description

  • Drive the development of translation models steerable by user context.
  • Lead post-training for core translation models: SFT, distillation, and RL.
  • Build reward and evaluator models for translation; address reward hacking.
  • Push models to ingest multimodal content and context to raise translation quality.
  • Own full lifecycle of model delivery: prototyping, training, evaluation, deployment at scale.
  • Establish practices for evaluation, reproducibility, monitoring, and continuous improvement.

🎯 Requirements

  • Proven experience making large models steerable and instruction-following.
  • Hands-on expertise in LLM post-training (SFT, DPO), distillation, and RL.
  • Strong data-centric instincts for synthetic and preference data pipelines.
  • Experience designing evaluation and reward signals using automatic metrics and human-in-the-loop.
  • Hands-on builder who trains models, runs experiments, and ships ML into production.
  • Ownership of a substantial research direction with mentoring on a fast-moving team.

🎁 Benefits

  • Diverse and internationally distributed team.
  • Open communication and regular feedback.
  • Hybrid work with twice-weekly office visits.
  • Virtual Shares and ownership.
  • Regular in-person team events.
  • Monthly full-day hacking sessions.
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