(Candidate needs to be located or relocate to Querétaro, CDMX, Guadalajara or Monterrey, it will be requested to attend office at least 3 day per week)
Job summary:
Technical Skills
- DAB-based CI/CD standard wired into GitHub Actions, documented and repeatable
- ABAC enforcement pattern built into Unity Catalog at the platform layer
- MLOps path to production: MLflow registry, model serving, monitoring, rollback
- Databricks AI Gateway config: rate limiting, audit logging, endpoint governance
- Genie/Mosaic integration: metric views in Unity Catalog, extensible by the team
- Runbook per pattern: operable by a senior engineer without prior context

Must-have
- Databricks enterprise production: Delta Lake, DLT, Lakeflow, DABs. Real tenure, not coursework. Unity Catalog ABAC: the differentiator. ABAC design, column-level lineage, row filters, or dynamic views for access enforcement. RBAC-only is a no.
- MLOps in production: MLflow, model registry, serving, monitoring, rollback. Must cite a rollback executed.
- DevOps core: GitHub Actions or Azure DevOps, Terraform,



environment promotion, secrets management.
- Azure depth: IAM, networking, RBAC at Azure layer and how it composes with Unity Catalog.

Nice-to-Have Experience
- Databricks AI Gateway, MCP, agent/LLM serving
- Genie or Mosaic AI against a governed semantic layer
- Informatica, Synapse, or legacy warehouse migration
- System tables, cost attribution, FinOps guardrails
- Major Medical Insurance
- Life Insurance
- Grocery Vouchers
- Christmas Bonus
- Vacation days according to Mexican labor law
- Profit Sharing (PTU)

Tata Consultancy Services is an equal opportunity employer, our commitment to diversity & inclusion drives our efforts to provide equal opportunity to all candidates who meet our required knowledge & competency needs, irrespective of any socio-economic background, race, color, national origin, religion, sex, gender identity/expression, age, marital status, disability, sexual orientation or any ot

📌 Machine Learning Operations Engineer (Estado de México)
🏢 Tata Consultancy Services
📍 Estado de México