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AI/ML Engineer

PRACYVA

EdinburghFull-timeMid LevelOn-site

Job Description

Summary Responsible for automating model deployment, ensuring version control, monitoring inference systems, and safely integrating AI agents into production with strong observability and rollback capabilities. Responsibilities • Automate ML model deployment workflows • Manage model versioning and release processes • Monitor inference cost, latency, and drift • Integrate AI agents safely into production systems • Implement observability, alerting, and rollback mechanisms Required Experience 7+ years in ML Engineering / AI Engineering Required Skills • Model deployment automation • Model version control • Monitoring inference cost, latency & drift • Production integration of AI/LLM agents • Observability & rollback systems Preferred Skills • Experience with containerized deployments • Familiarity with CI/CD for ML (MLOps)

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