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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in orchestrating data and ML pipelines using Databricks, with a strong focus on CI/CD practices and lifecycle management of models in MLflow and Unity Catalog. Proficient in Python and SQL, with a solid understanding of cost-monitoring and observability in cloud environments.
Highest-signal resume keywords
Databricks Pipeline OrchestrationCI/CD ExperienceAdvanced PythonSQL ProficiencyMLflow Lifecycle Management
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Databricks JobsDatabricks WorkflowsInfrastructure as Code (IaC)Code Quality StandardsDelta CatalogUnity CatalogVersioningRollback ManagementCost-Monitoring TagsAIOps Integration
Tools & Technologies
Azure DevOpsGitflowBlackIsortMypy
Industry Keywords
FinOpsOperational ContinuityObservabilityResource ManagementDevelopment Squads
Tech Stack
Tools & technologiesAzurePythonSQLUnity
About the role
Key responsibilities & impact- 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.
Requirements
What you’ll need- 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.
Benefits
Comp & perks- Remote-first culture – work from anywhere!
- AWS, DBT, Google Cloud, Azure & Databricks certifications fully covered
- In-Company English Lessons.
- 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.
- Monthly Childcare Reimbursement – Because supporting families matters too