Senior Data Scientist
Core
Design, develop, and optimize machine learning models and recommendation systems for real-world business applications, integrating LLM-based capabilities.
Role type
Senior IC machine learning engineer (recommendation systems)
Builds
Production-ready recommendation solutions and ML services
Domain
AI/ML, Recommendation Systems, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, SQL, Recommendation Systems, MLOps, Docker, Kubernetes, LLM integration, Cloud technologies
Preferred skills
None stated
Technologies
Python, SQL, Docker, Kubernetes, AWS, Databricks, Snowflake
Responsibilities
Design and optimize ML models and recommendation systems; Develop solutions focused on relevance and personalization; Work with large datasets to explore, feature engineer, train, and evaluate models; Integrate LLM-based capabilities into ML solutions; Apply MLOps practices for deployment and monitoring; Take solutions from prototyping to production; Collaborate with engineers and stakeholders; Evaluate model performance and communicate trade-offs.
Seniority
Senior, hands-on IC