(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 SkillsDAB-based CI/CD standard wired into GitHub Actions, documented and repeatableABAC enforcement pattern built into Unity Catalog at the platform layerMLOps path to production: MLflow registry, model serving, monitoring, rollbackDatabricks AI Gateway config: rate limiting, audit logging, endpoint governanceGenie/Mosaic integration: metric views in Unity Catalog, extensible by the teamRunbook per pattern: operable by a senior engineer without prior contextMust-haveDatabricks 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 ExperienceDatabricks AI Gateway, MCP, agent/LLM servingGenie or Mosaic AI against a governed semantic layerInformatica, Synapse, or legacy warehouse migrationSystem tables, cost attribution, FinOps guardrailsMajor Medical InsuranceLife InsuranceGrocery VouchersChristmas BonusVacation days according to Mexican labor lawProfit 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 others.
We encourage anyone interested to build a career in TCS to participate in our recruitment & selection process.
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📌 Machine Learning Operations Engineer (Estado de México)
🏢 Tata Consultancy Services
📍 Estado de México