Machine Learning Specialist

Job Summary :

We are seeking an experienced Machine Learning Specialist to join our team. The successful candidate will have a strong background in data engineering and applied machine learning, with expertise in building pipelines, training models, and deploying them into production at scale.

Key Responsibilities :

• Data Pipeline Development : Design and build data pipelines to transform raw events into usable features.
• Label Definition : Define and compute labels from historical events.
• Model Training : Develop and train ML models using Python (scikit-learn LightGBM XGBoost).
• Inference Services : Build real-time inference services to serve predictions into production systems.
• Pipeline Monitoring : Set up retraining and monitoring pipelines (Airflow MLflow or similar).
• Collaboration : Collaborate with backend engineers to integrate model outputs into workflows.
• Data Quality : Ensure data quality, reproducibility, and compliance (HIPAA for healthcare customers).

Requirements :