Muttdata - #2 - Senior Machine Learning Engineer
Requirements
• Proven experience orchestrating data/ML pipelines on Databricks (Jobs, Workflows, cluster policies). • Solid CI/CD experience (Azure DevOps, gitflow, PRs), IaC with DABs, and code quality standards (black, isort, mypy). • Advanced Python, SQL, Delta / Unity Catalog. • Experience with multi-country schemas, drift/cost monitoring, and deployment automation. • Experience developing AI agents / agentic infrastructure (e.g. Mosaic AI Agent Framework, agent orchestration, MCP). • Currently based in Mexico or a location within a similar time zone, allowing for strong overlap with Mexico working hours.
Responsibilities
• 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.
Benefits
• Remote-first culture – work from anywhere! 🌍 • AWS, DBT, Google Cloud, Azure & Databricks certifications fully covered • Birthday off + an extra vacation week (Mutt Week! 🏖️) • Referral bonuses – help us grow the team & get rewarded! • Maslow: Monthly credits to spend in our benefits marketplace. • ✈️🏝️ Annual Mutters' Trip – an unforgettable getaway with the team!
Apply in one click
Upload My Resume
Drop here or click to browse · Tap to choose · PDF, DOCX, DOC, RTF, TXT