Machine Learning Operations Engineer

Leeds, England, United Kingdom R

GBP 60K-75K (estimate) Mid-level Full Time

@ P...

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Found 1d ago

Tasks

Automate deployment rollback and release processes
Automate regression testing for prompt workflows
Build and manage CI/CD pipelines for ML models
Configure and update LLM deployments with limits and safeguards
Create cost models and production readiness documentation
Ensure auditability traceability and reproducibility with documentation and governance
Implement monitoring for availability latency errors and resources
Implement safe deployment strategies
Implement secure access controls identity management and secrets handling
Improve resilience and reduce MTTR with automation
Instrument LLM services for token usage latency and safety signals
Lead incident response and post-incident reviews
Maintain operational runbooks and safe mode procedures
Manage prompts and workflows as code with versioning
Monitor data quality freshness volume completeness schema drift
Monitor model performance drift and prediction distribution shifts
Operate production ML and LLM services
Package and deploy containerized inference services
Register and promote models across environments with governance
Run production reliability operations with SLOs and SLIs

Perks/Benefits

Skills/Tech-stack

Education

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Machine Learning Operations Engineer

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