Senior Machine Learning Engineer, Ranking
Depop - London, United Kingdom
GBP 65K-75K (estimate) Senior-level Full Time
Tasks
- Build real time and batch model serving
- Build real time model serving systems
- Coordinate deployment of ranking services
- Create reproducible model training workflows
- Design and implement training pipelines
- Ensure online offline feature consistency with feature store
- Evaluate and deploy learning to rank models
- Implement CI/CD pipelines for model deployment
- Monitor machine learning systems
- Optimize model reliability latency and observability
- Perform testing monitoring maintenance and incident response
- Set up monitoring and alerting
Perks/Benefits
- Annual leave
- Cycle to work scheme
- Employee assistance programme
- Flexible working
- Health insurance
- Learning budget
- Paid parental leave
- Sabbatical
- Subsidised counselling
- Volunteering leave
Skills/Tech-stack
AWS | Airflow | CI/CD | Databricks | ECS | GCP | IAM | Information Retrieval | Kafka | Learning-to-Rank | MLflow | Machine Learning | PyTorch | Python | RabbitMQ | Recommendation Systems | Redis | S3 | SageMaker | Scikit-learn | Spark | TFServing | TensorFlow
Education
N/A
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