Data Science and AI Leader
3 days ago
We are seeking a Data Science and AI Leader to drive our organization's strategic direction in data science and artificial intelligence. This role will oversee the development of best-in-class strategies and management of all insights and analysis activity on assigned clients, manage and develop the team, and serve as a point of escalation as needed.
Responsibilities
- Develop end-to-end data science pipelines that include data extraction, preprocessing, feature engineering, model building, tuning, and deployment
- Lead a team and be responsible for project delivery
- Build end-to-end machine learning pipelines with expertise in developing CI/CD pipelines using Azure Synapse, Databricks, Google Vertex AI, and AWS
- Develop advanced natural language processing systems, specializing in building RAG models using Langchain and deploying them to production
Requirements
- Hands-on experience with Azure Databricks, Azure ML, Azure Synapse, Azure Blob Storage, and Azure Kubernetes Service (AKS)
- Experience with forecasting models, time series analysis, and predictive analytics
- Proficiency in Python (NumPy, Pandas, TensorFlow, PyTorch, Statsmodels, Scikit-learn, Hugging Face, FAISS)
- Experience with model deployment, API optimization, and serverless architectures
- Hands-on experience with Docker, Kubernetes, and MLflow for tracking and scaling ML models
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