Machine Learning Engineer

This is a fully remote position, open to applicants in Argentina.

📋 Description

• Oversee production pipelines on Databricks Jobs, linking tasks through depends_on and managing various failure scenarios (ALL_SUCCESS / ALL_DONE).

• Set up and sustain deployments using Databricks Asset Bundles (DABs), facilitating promotion across development → quality assurance → production environments, with resource and deployment files tailored for each country.

• Administer the lifecycle of models and artifacts within MLflow and Unity Catalog (including registration, versioning, Champion/Challenger aliases, and rollback procedures).

• Guarantee operational continuity by managing compute resources across workspaces, standardizing cost-monitoring tags (FinOps), and integrating with AIOps and observability tools.

• Achieve mastery of the product from end to end to troubleshoot runtime issues and collaborate effectively with development teams.

⛳️ Requirements

• Demonstrated experience in orchestrating data and machine learning pipelines on Databricks (Jobs, Workflows, cluster policies).

• Strong background in CI/CD practices (Azure DevOps, gitflow, pull requests), Infrastructure as Code (IaC) with DABs, and adherence to code quality standards (black, isort, mypy).

• Proficiency in Python, SQL, and Delta / Unity Catalog.

🏝️ Benefits

• Remote-first culture – work from anywhere!

• Full coverage for AWS, DBT, Google Cloud, Azure, and Databricks certifications.

• In-house English lessons.

• Birthday off plus an additional vacation week (Mutt Week! 🏖️).

• Referral bonuses – help us expand the team and receive rewards!

• Maslow: Monthly credits to utilize in our benefits marketplace.

• Annual Mutters' Trip – an unforgettable getaway with the team.

• Monthly Childcare Reimbursement – because supporting families is important too.