**What you will do** - **ML Infrastructure Support and Development**: Build and maintain scalable ML infrastructure on Databricks, leveraging Unity Catalog and feature stores to support model development and deployment; - **Drift Detection Frameworks**: Design and implement frameworks for detecting data and model drift, ensuring continuous monitoring and high reliability of ML models in production; - **Model Calibration & Versioning**: Develop model calibration frameworks and establish versioning practices to maintain transparency and reproducibility across the ML lifecycle; - **Low-Latency Orchestration**: Design and optimize reinforcement learning (RL) orchestration pipelines, including Contextual Bandits, for real-time execution in low-latency environments; - **Automated Training Pipelines**: Create automated frameworks for training, retraining, and validating ML models, enabling efficient experimentation and deployment; - **CI/CD for ML**: Implement CI/CD best practices to streamline the deployment and monitoring of ML models, integrating with Databricks workflows and Git-based version control systems; - **Collaboration**: Work closely with ML Scientists to ship, deploy, and maintain models; - **Monitoring & Optimization**: Build tools for model performance monitoring, operational analytics, and drift mitigation, ensuring reliable operation in production environments. **Must haves** - **3+ years** 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** (2-3 years), **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; - Upper-Intermediate **English** level. **About us** If you're looking for a place to grow, make an impact, and work with people who care, we'd love to meet you! **The benefits of joining us** - **Professional growth**:Accelerate your professional journey with mentorship, TechTalks, and personalized growth roadmaps. - **Competitive compensation**:We match your ever-growing skills, talent, and contributions with competitive USD-based compensation and budgets for education, fitness, and team activities. - **A selection of exciting projects**:Join projects with modern solutions development and top-tier clients that include Fortune 500 enterprises and leading product brands. - **Flextime**:Tailor your schedule for an optimal work-life balance, by having the options of working from home and going to the office, whatever makes you the happiest and most productive.