Job 144959

Honeywell

Not specified
Mlops and ml engineering expertise
Azure databricks for ml
Mlflow for experiment tracking
Honeywell is seeking a skilled ML Engineer to develop and manage scalable machine learning platforms on Databricks, focusing on the full ML lifecycle. The candidate will also supervise team members and ensure timely project delivery, while providing mentorship for junior colleagues

Job Summary

  • Design, implement, and operate scalable, secure, and production-grade machine learning platforms on Databricks.
  • Oversee, supervise, and review tasks performed by team members, managing end-to-end processes for clients.
  • Enable reliable model development, deployment, monitoring, and lifecycle management across large-scale AI workloads.

Matching Summary

Match Score: 85

Honeywell is seeking a skilled ML Engineer to develop and manage scalable machine learning platforms on Databricks, focusing on the full ML lifecycle. The candidate will also supervise team members and ensure timely project delivery, while providing mentorship for junior colleagues.

Skills & Requirements

Must-have

  • MLOps and ML Engineering expertise
  • Azure Databricks for ML
  • MLflow for experiment tracking
  • Unity Catalog for governance
  • Model serving and inference
  • Containerization with Docker
  • Model monitoring and drift detection
  • Python, SQL, and PySpark proficiency

Nice-to-have

  • Databricks Feature Store experience
  • Governance in regulated environments
  • Cost optimization for ML workloads
  • Blue/green or canary deployments

Key Requirements

  • Strong experience in MLOps, ML Engineering
  • Hands-on expertise with Azure Databricks
  • Solid experience with MLflow
  • Strong understanding of Unity Catalog
  • Experience deploying and managing model serving / inference endpoints
  • Experience with containerization (Docker)
  • Knowledge of model monitoring, performance tracking, and data / concept drift
  • Strong understanding of Databricks architecture
  • Proficient in programming with Python, SQL, and PySpark

Work Rights

Not specified

Tailored Resume

Cover Letter