Senior ML Engineer - Production AI at Scale (Remote)

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

Benefits offered by this job

Remote-first culture

Extra vacation week

Annual trip

Certifications covered

Job summary

Muttdata, a fast-growing, remote-first startup, is hiring an AI/ML Ops engineer to own deployment and operations of AI Factory products on Databricks. You will work across environments to ensure reliable production systems and scalable data pipelines.

You’ll manage MLflow models, Unity Catalog, and related tooling, diagnose runtime incidents, and contribute to a culture of ownership and continuous learning. Certifications covered, extra vacation week, and an annual trip are included.

Qualifications

• Experience deploying AI/ML products on cloud platforms.
• Strong knowledge of ML model lifecycle and MLOps.
• Familiarity with Databricks and MLflow is a plus.

Responsibilities

• Own deployment and operations of AI Factory products on Databricks.
• Manage pipelines, MLflow models, and Unity Catalog across environments.
• Diagnose runtime incidents and ensure scalable production operations.

Skills

Databricks

MLflow

Pipelines

Production ops

Tools

Unity Catalog

Databricks

Job description

Muttdata, a fast-growing, remote-first startup, is hiring an AI/ML Ops engineer to own deployment and operations of AI Factory products on Databricks. You will work across environments to ensure reliable production systems and scalable data pipelines.

You’ll manage MLflow models, Unity Catalog, and related tooling, diagnose runtime incidents, and contribute to a culture of ownership and continuous learning. Certifications covered, extra vacation week, and an annual trip are included.