Lead ML Engineer / Scientist
London, United Kingdom
GBP 75K-111K (estimate) Senior-level Full Time
Tasks
- Build ML experimentation tooling
- Conduct presentations demos workshops
- Develop ML label platform
- Develop distributed processing pipelines
- Drive ML proof of concept to MVP
- Establish ML governance for models
- Estimate and measure experiment impact
- Improve label quality
- Maintain documentation and progress updates
- Manage disaster recovery for ML systems
- Mentor junior members in experiment design
- Monitor and alert ML systems
- Own ML experimentation tooling evolution
- Perform A/B testing
- Provide ML tooling for experiments
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | AWS Lake Formation | Amazon EMR | Amazon S3 | Amazon SageMaker | Apache Spark | B testing | CI/CD | DBT | Docker | GitHub Actions | Graph Machine Learning | GraphFrames | Iceberg | Kafka | Knowledge graphs | Lake Formation | MLflow | Machine Learning | Probabilistic Programming | PyTorch | Python | Ray | Retrieval-Augmented Generation | Scikit-learn | Terraform | XGBoost
Education
N/A
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