Senior Data Scientist
Core
Build automated dashboards, reports, and ML models to increase speed and cost efficiency of New Product Introductions and enable data-driven decision making in R&D.
Role type
Senior IC data scientist (R&D analytics)
Builds
Production dashboards, automated reports, and ML models for R&D analytics
Domain
Semiconductor hardware design and R&D analytics
Deliverable
dashboards & analysis
Required skills
Python, SQL, data visualization, machine learning, automation, CI/CD pipelines
Preferred skills
Shiny, Plotly, scikit-learn, PyTorch, TensorFlow, XGBoost, Infrastructure as Code (CDK), Gitlab
Responsibilities
Collaborate with stakeholders to gather requirements and define project scope; Collect, analyze, and interpret datasets to uncover trends and KPIs; Design and maintain dashboards and automated reports; Build and deploy ML models for forecasting, NLP, and optimization; Collaborate with data engineers to improve data pipelines; Build analytics solutions with a DevOps mindset
Seniority
Senior, hands-on IC