Senior Machine Learning Operations Engineer
SciTec
Boulder, colorado
Job Summary
We are seeking an experienced Machine Learning Operations (MLOps) Engineer to join and help shape our new MLOps team. This role focuses on deploying and optimizing machine learning models for always-on, high-availability systems in real-world, real-time unclassified and classified environments. As part of a new and growing team, you will have the unique opportunity to evangelize MLOps practices, contribute to the development of an on-premises development platform, and drive innovation in mission-critical applications.
Responsibilities
- Deploy and maintain high-performing ML models (e.g., ensembles of LSTMs and Random Forests) in real-time environments
- Monitor deployed models for drift or performance degradation and implement automated retraining pipelines.
- Implement advanced deployment strategies (e.g., Blue-Green, Canary, Champion-Challenger).
- Develop modular and...