Karve
Browse all jobs

Machine Learning Engineer – Lumen Enterprise Models (SWE-focused LLMs)

Cosine · London

4 days ago

OnsiteFull_timellm post-trainingsoftware engineering modelsreinforcement learning

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