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Senior Software Engineer, AI Model Lifecycle

Summary

Build and maintain a managed platform for AI model lifecycle, including fine-tuning, training pipelines, reinforcement learning, and experiment management for large language models.

You build a managed platform for the application development lifecycle with a focus on machine learning models and large language models. You manage fine-tuning systems, training pipelines, reinforcement learning workflows, and dataset, model, and experiment management at scale.

Responsibilities

  • Manage fine-tuning systems for large foundation models, including multi-node orchestration, checkpointing, failure recovery, and cost-efficient scaling
  • Implement and maintain end-to-end training pipelines for large language models
  • Apply reinforcement fine-tuning and reinforcement learning to fine-tuning and training workflows
  • Develop distillation and reinforcement learning pipelines for preference optimization, policy optimization, and reward modeling
  • Manage dataset, model, and experiment versioning, lineage, evaluation, and reproducible fine-tuning at scale

Requirements

  • Advanced degree in Computer Science, Engineering, or a related field
  • 4-5+ years of industry experience leading impactful AI projects
  • Generative AI experience
  • Large language model experience
  • Multimodal model experience
  • Experience training, fine-tuning, and aligning large language models
  • Reinforcement learning experience
  • Reinforcement fine-tuning experience
  • Autonomous work
  • Collaboration skills
  • Proficiency in Golang or Python
  • PyTorch experience
  • Open-source AI project contributions
  • GPU performance optimization experience
  • Inference framework experience

Benefits

  • Restricted Stock Units
  • Paid time off
  • Paid holidays
  • Health insurance
  • Dental insurance
  • Vision insurance
  • Employer contributions to HSA account
  • Paid parental leave
  • Paid life insurance
  • Short-term disability insurance
  • Long-term disability insurance
  • Tuition reimbursement
  • Mental health and wellness support
  • Commuter benefits
  • Cell phone stipend
  • 401(k) retirement plan with company match up to 4% of salary
  • Volunteer time off

See also

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