[Hiring] Semi Senior Machine Learning Engineer @Muttdata

Role Description

Mutt Data is looking for a Semi Senior Machine Learning Engineer to help take our expertise to the next level. You’ll be working on impactful data and machine learning initiatives for a key client in the region.

• Industrialize, deploy, and scale Machine Learning models into production environments.
• Design and maintain training, inference, and retraining pipelines end-to-end.
• Build and maintain CI/CD pipelines for ML workflows, ensuring smooth and reliable releases.
• Implement and manage model tracking, versioning, and registry using MLflow.
• Develop and expose APIs for model serving, ensuring performance and scalability.
• Orchestrate workflows and jobs on Databricks (Workflows, Jobs, Repos).
• Containerize ML applications with Docker and support deployment on Kubernetes-based infrastructure.
• Implement model governance and versioning practices to ensure traceability across the ML lifecycle.
• Collaborate closely with Data Scientists, Data Engineers, and business stakeholders to align technical solutions with business needs.
• Promote MLOps best practices and modern ML architecture across the team.

Qualifications

• Advanced Python and SQL.
• Experience with Spark / PySpark.
• Solid experience with CI/CD pipelines and Git.
• Experience with MLflow (tracking, registry, and deployment).
• Experience with Docker and working knowledge of Kubernetes concepts.
• Experience with Azure Cloud.
• Experience implementing model monitoring and observability practices.
• Strong understanding of MLOps and ML architecture principles.
• Experience deploying models to production at scale.

Nice to Have Skills

• Hands-on experience with Databricks (Workflows, Jobs, Repos).
• Experience with other cloud providers (AWS, GCP).
• Experience with Kubernetes in production environments.

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!
• Monthly credits to spend in our benefits marketplace.
• Annual Mutters' Trip – an unforgettable getaway with the team!