onsite
ML Engineer - Winning Edge Solutions, LLC
ML Engineer
Senior ML Engineer responsible for building, training, and deploying production‑ready machine learning models using Python and scalable pipelines, with a focus on monitoring, drift detection, and performance optimization.
About the role
Key Responsibilities
- Translate data science prototypes into robust, production‑grade ML solutions.
- Design, develop, and maintain end‑to‑end ML pipelines from data ingestion to model serving.
- Deploy models to production environments, ensuring scalability and reliability.
- Implement monitoring, drift detection, and automated testing to maintain model quality.
- Collaborate with data engineering teams to optimize data workflows and infrastructure.
Requirements
- Proven experience in machine learning with Python and related libraries.
- Strong background in building and deploying ML pipelines and model serving.
- Hands‑on experience with model monitoring, drift detection, and performance tuning.
- Familiarity with automated testing frameworks for ML workflows.
- Excellent problem‑solving skills and ability to work in a fast‑paced, contract environment.
Skills
machine learningpython