#2 - Senior Machine Learning Engineer - Databricks
Muttdata, Ciudad de Mexico
The role
We are looking for a Machine Learning Engineer Senior to join our team πΆπ. You'll own the deployment, job configuration, and end-to-end operation of our AI Factory products, making sure the full pipeline β from data generation to publishing results to operations β runs reliably, observably, and scalably across countries.
This role works closely with development squads and platform teams, diagnosing runtime incidents and keeping production pipelines healthy across environments. Strong ownership, operational rigor, and end-to-end product knowledge are essential to succeed in this fast-paced, collaborative environment.
What you will do
- Orchestrate production pipelines on Databricks Jobs, chaining tasks via depends_on and managing failure modes (ALL_SUCCESS / ALL_DONE)
- Configure and maintain deployments via Databricks Asset Bundles (DABs), promoting across dev β qa β prd targets, with resource/deployment files per country.
- Manage the lifecycle of models and artifacts in MLflow + Unity Catalog (registration, versioning, Champion/Challenger aliases, rollback).