Unlock Your Potential as an ML Ops Engineer AgileEngine is a leading software development company that creates innovative solutions for Fortune 500 brands and startups. We specialize in application development and AI / ML, with multiple Best Place to Work awards under our belt. As an ML Ops Engineer, you will play a crucial role in building and maintaining scalable ML infrastructure on Databricks, leveraging Unity Catalog and feature stores to support model development and deployment. - Design and implement frameworks for detecting data and model drift, ensuring continuous monitoring and high reliability of ML models in production. - Develop model calibration frameworks and establish versioning practices to maintain transparency and reproducibility across the ML lifecycle. - Optimize reinforcement learning (RL) orchestration pipelines for real-time execution in low-latency environments. - Create automated frameworks for training, retraining, and validating ML models, enabling efficient experimentation and deployment. - Implement CI / CD best practices to streamline the deployment and monitoring of ML models, integrating with Databricks workflows and Git-based version control systems. Mandatory Skills and Qualifications - 3+ years of experience in MLOps, ML Engineering, Data Engineering, or related roles, focusing on deploying and managing ML workflows in production environments. - 5+ years of experience using Python. - Proficient in using Databricks, Apache Spark, ML Flow, Unity Catalog, and feature stores. - Familiarity with ML lifecycle tools such as MLflow, Kubeflow, and Airflow. - Strong knowledge of Git workflows, CI / CD practices, and tools like GitLab or similar. - Strong understanding of model performance monitoring, drift detection, and retraining workflows. The Benefits of Joining Us - Accelerate your professional journey with mentorship, TechTalks, and personalized growth roadmaps. - We match your ever-growing skills, talent, and contributions with competitive USD-based compensation and budgets for education, fitness, and team activities. - Join projects with modern solutions development and top-tier clients that include Fortune 500 enterprises and leading product brands. - Enjoy a flexible work environment that allows you to tailor your schedule for an optimal work-life balance. Complete your registration on our Applicant Site to unlock the next steps in your application process.