Data Scientist
Core
Build and implement AI and machine learning models, software frameworks, and data pipelines to solve analytical problems and support strategic decision-making.
Role type
Senior IC data scientist (AI/ML)
Builds
Predictive models, multi-touch attribution, uplift, personalization, reinforcement learning, NLP solutions, and data pipelines
Domain
Big data, AI, machine learning, robotics & autonomous systems
Deliverable
production ML models
Required skills
Python, C++, SQL, PyTorch, BigQuery, Tableau, statistical methods, machine learning, data pipeline development, predictive modeling
Preferred skills
NLP, reinforcement learning, multi-touch attribution, uplift modeling, robotics & autonomous systems
Technologies
Python, C++, SQL, BigQuery, PyTorch, Tableau
Responsibilities
Build and implement AI and machine learning models and software frameworks; Develop data pipelines for model development by assembling datasets, cleaning data, and creating feedback loops; Create business intelligence dashboards to help leaders monitor KPIs; Collaborate with cross-functional teams to maintain data science solutions; Prepare documentation for model development; Develop presentations and financial models to communicate strategic ideas.
Seniority
Senior, hands-on IC