MUTT DATA
MUTT DATA
51 – 200 Employees
InsuranceLogisticsMarketing
MUTT DATA is an AI and machine learning consulting firm that helps organizations build automated, revenue-focused systems. Its work spans Adtech, Martech, Fintech, and telecommunications, including advertising optimization, data-driven marketing, financial insights, and network intelligence. The company supports clients through expert team augmentation, cloud-based data architecture, modern data stack implementation, marketing mix modeling, generative AI, product strategy, data science, and MLOps. MUTT DATA is recognized in LATAM for its AWS competencies and collaborates with major cloud and technology providers to deliver scalable data and AI solutions.

Senior Machine Learning Engineer, Databricks Remote in Mexico

Lead Databricks AI Factory operations for MUTT DATA, managing production pipelines, deployments, model lifecycles, and reliability across multiple countries.

Description

  • Run production workflows in Databricks Jobs, linking tasks with depends_on and handling ALL_SUCCESS and ALL_DONE failure conditions
  • Manage Databricks Asset Bundle deployments across development, QA, and production targets using country-specific resource and deployment configurations
  • Maintain MLflow and Unity Catalog model and artifact lifecycles, covering registration, versioning, Champion/Challenger aliases, and rollback procedures
  • Support reliable operations by administering workspace compute, applying FinOps cost-monitoring tags, and connecting AIOps and observability tools
  • Develop end-to-end product expertise to troubleshoot runtime incidents and collaborate with development squads
  • Take ownership of deployment, job configuration, and complete operational delivery for AI Factory products across countries

Requirements

  • Demonstrated experience orchestrating Databricks data and machine learning pipelines using Jobs, Workflows, and cluster policies
  • Strong CI/CD background with Azure DevOps, Gitflow, and pull-request workflows
  • Hands-on infrastructure-as-code experience with Databricks Asset Bundles
  • Working knowledge of Black, isort, and mypy code-quality standards
  • Advanced Python skills
  • SQL proficiency
  • Experience with Delta and Unity Catalog
  • Experience with multi-country schemas, drift and cost monitoring, and automated deployments is desirable
  • Experience building AI agents or agentic infrastructure, such as Mosaic AI Agent Framework, agent orchestration, or MCP, is desirable
  • Being based in Mexico or a nearby time zone that supports substantial overlap with Mexico working hours is desirable

Benefits

  • Remote-first working environment
  • Full coverage for AWS, dbt, Google Cloud, Azure, and Databricks certifications
  • Birthday leave plus an additional vacation week through Mutt Week
  • Employee referral bonuses
  • Monthly Maslow credits for the benefits marketplace
  • Annual Mutters' Trip with the team

Related Jobs