Sr Data Scientist - AI/ML
Burtch Works · New York, NY · 6 days ago
EngineeringFull-time
Key Responsibilities
- Design, develop, and deploy Machine Learning, Generative AI, and Agentic AI solutions aligned to business objectives.
- Execute AI/ML initiatives in partnership with business, product, engineering, and technology teams.
- Deliver measurable outcomes through business-aligned OKRs and value-driven AI initiatives.
- Support the development of scalable AI solutions that improve customer, employee, and operational experiences.
- Execute major phases of the Model Development Lifecycle (MDLC), including:
- Data exploration and preparation
- Feature engineering
- Model training and validation
- Deployment and performance monitoring
- Develop and support AI/ML solutions leveraging cloud platforms and modern data ecosystems.
- Partner with ML Engineering teams to productionize and scale AI models.
- Implement and optimize Retrieval-Augmented Generation (RAG) architectures, including:
- Vector databases
- Embeddings
- Retrieval optimization
- Prompt orchestration
- Build lightweight prototypes and user-facing applications using tools such as Streamlit.
- Help drive adoption of AI solutions through usability testing and stakeholder engagement.
Governance, Monitoring & Best Practices
- Follow enterprise standards for model governance, documentation, testing, and CI/CD.
- Monitor model performance and support ongoing optimization efforts.
- Ensure AI solutions are secure, scalable, reliable, and compliant with enterprise standards.
Collaboration & Innovation
- Translate complex analytical findings into actionable business recommendations.
- Stay current on emerging AI, Machine Learning, and Generative AI trends and technologies.
- Participate in industry events and share insights and best practices with internal teams.