Remote ML Engineer - Databricks Pipelines & ML Ops

Openkrill; United States; Remote; USD 120,000 - 180,000; Full time

Benefits offered by this job

Remote-first culture

Certifications covered

English lessons

Birthday off

Referral bonuses

Mutters' Trip

Childcare reimbursement

Job summary

Muttdata, a remote-first data and ML startup, seeks a Machine Learning Engineer to build and operate data products for a major multinational beverage client. You will own end-to-end ML pipelines, model lifecycle, and deployment orchestration across cloud environments.

Join a fast-growing, remote-friendly team with strong partnerships and a culture of ownership, learning, and collaboration. Remote work from anywhere is supported.

Qualifications

• Proven track record building ML pipelines and data products.
• Experience deploying data/ML workflows on Databricks.
• Strong Python and SQL skills for data engineering and modeling.

Responsibilities

• Orchestrate production ML/data pipelines on Databricks Jobs/Workflows.
• Configure deployments and promotions across environments (dev → qa → prd).
• Manage ML models/artifacts lifecycle in MLflow/Unity Catalog.
• Ensure cost and compute governance across workspaces.
• Diagnose runtime incidents and coordinate with squads.

Skills

Databricks

CI/CD

Python

SQL

Delta/Lake

Unity Catalog

Tools

Azure DevOps

Git

Job description

Muttdata, a remote-first data and ML startup, seeks a Machine Learning Engineer to build and operate data products for a major multinational beverage client. You will own end-to-end ML pipelines, model lifecycle, and deployment orchestration across cloud environments.

Join a fast-growing, remote-friendly team with strong partnerships and a culture of ownership, learning, and collaboration. Remote work from anywhere is supported.