AI/ML Engineer

6 days ago


surat, India beBeeMLOps Full time

Job Summary:A skilled AI/ML engineer with a background in DevOps is needed to design and maintain end-to-end ML pipelines, focusing on training, evaluation, deployment, and model serving. The ideal candidate will have strong Python skills, experience with cloud platforms (GCP/AWS/Azure), Docker, Kubernetes, and CI/CD tools.Key Responsibilities:Pipeline Development: Develop and maintain efficient ML pipelines for training, testing, and deploying models.Model Serving: Design and implement scalable model serving solutions using APIs, workers, and streaming consumers.CI/CD Setup: Establish robust CI/CD processes for ML workflows, including proper testing, versioning, and rollback mechanisms.Monitoring & Observability: Implement monitoring and observability tools to track latency, drift, failures, and business KPIs.Collaboration: Work closely with AI, data, and product teams to productionize notebooks into hardened services.Cloud Optimization: Optimize cloud cost and performance by managing compute, storage, and model resources effectively.Requirements:At least 3 years of experience in backend, DevOps, or ML Ops.Strong Python programming skills (bonus: Node.js/TypeScript).Familiarity with cloud platforms (GCP/AWS/Azure).Hands-on experience with Docker and Kubernetes or Cloud Run.Experience with CI/CD tools (GitHub Actions, GitLab CI, etc.).Familiarity with data/ML tooling (Airflow/Prefect, MLflow/W&B, BigQuery or similar).


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