Machine Learning Engineer – Lumen Enterprise Models (SWE-focused LLMs)
Cosine · London
4 days ago
OnsiteFull_timellm post-trainingsoftware engineering modelsreinforcement learning
4 days ago
Workplace
Onsite
Employment
Full_time
Location
London
Posted
4 days ago
Summary
Train and improve Cosine's Lumen Enterprise models for software engineering, working across pre-training, fine-tuning, reinforcement learning, and distributed training. This London-based role is fully in-office five days a week.
Responsibilities
- Run pre-training, fine-tuning, and reinforcement-learning experiments
- Optimize training methods for frontier models
- Diagnose distributed-training bottlenecks and communication overhead
- Train models on repository-level coding tasks
- Develop reinforcement-learning loops using engineering feedback
- Investigate planning failures, brittle fixes, and reward hacking
pytorchpre-trainingsftreinforcement learningrlvrrlhfdistributed trainingfsdpdeepspeedmixture-of-expertscudavllmsglangslurmkubernetesswe-benchhumanevalstatic analysismlops
llm post-trainingsoftware engineering modelsreinforcement learningcode generationdistributed training
