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Join Aston as an MLOps Engineer to create AI agents and build MLOps infrastructure. Remote work available.
Join Aston as an MLOps Engineer to create AI agents and build MLOps infrastructure. Remote work available.
Responsibilities
- Create AI agents and platforms for them
- Build MLOps infrastructure
- Work with data for ML
Requirements
- Experience as MLOps Engineer/Data Engineer/Python ML for at least 3.5 years
- Production experience with MLOps frameworks: Kubeflow, MLflow, Airflow for orchestration, understanding of their integration in CI/CD pipelines
- Experience with Docker and Kubernetes (in the context of deploying models as services)
- Experience with one of the major cloud providers (preferably GCP or AWS/Azure with understanding of hybrid-cloud)
- Ability to work with big data, experience with Greenplum or similar MPP systems (Teradata, Exasol)
- Knowledge of distributed computing (Spark)
- Experience with LangChain/LlamaIndex, FastAPI, knowledge of frameworks for working with LLM (Hugging Face, vLLM, etc.)
- Excellent knowledge of Python, SQL at a very high level for working with data vault
- Knowledge of Git, GitLab CI/CD
✓ Direct apply: you message the hiring person. No ATS.