Remote ML Engineer (Databricks) - Pipelines & ML Ops

Muttdata; Ciudad de México; A distancia; MXN 600.000 - 900.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Remote-first culture

Cloud certifications covered

In-Company English Lessons

Birthday off + extra vacation week

Referral bonuses

Benefits marketplace credits

Annual Mutters' Trip

Monthly childcare reimbursement

Descripción de la vacante

Muttdata, a remote-first data science startup, seeks a Machine Learning Engineer to join a team delivering production ML and data pipelines for a multinational beverage client based in Mexico City.

You will orchestrate Databricks jobs, MLflow model lifecycle, and cloud deployments, with CI/CD, IaC, and Unity Catalog, enabling scalable ML systems across regions and clients. This role offers remote work and competitive perks.

Formación

• Proven experience orchestrating data/ML pipelines on Databricks (Jobs, Workflows, cluster policies).
• Solid CI/CD experience with Azure DevOps, gitflow, PRs, IaC with DABs, and code quality standards (black, isort, mypy).
• Advanced Python, SQL, Delta / Unity Catalog.

Responsabilidades

• 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 → qa → 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).
• Ensure operational continuity: manage compute across workspaces, standardize cost-monitoring tags (FinOps), and integrate with AIOps/observability.
• Master the product end-to-end to diagnose runtime incidents and coordinate with development squads.

Conocimientos

Databricks orchestration

CI/CD

Python

SQL

Delta Lake / Unity Catalog

Code quality standards

Herramientas

Azure DevOps

GitFlow

DABs (Databricks Asset Bundles)

Black

isort

mypy

Descripción del empleo

Muttdata, a remote-first data science startup, seeks a Machine Learning Engineer to join a team delivering production ML and data pipelines for a multinational beverage client based in Mexico City.

You will orchestrate Databricks jobs, MLflow model lifecycle, and cloud deployments, with CI/CD, IaC, and Unity Catalog, enabling scalable ML systems across regions and clients. This role offers remote work and competitive perks.