Data Scientist, Senior Member of Technical Staff
Core
Design, develop, and implement AI, GenAI, and advanced analytical solutions to solve complex business challenges, drive revenue growth, and optimize processes for business units and sales departments.
Role type
Senior Member of Technical Staff, Data Scientist
Builds
Scalable data-driven DS, ML, AI, and GenAI solutions; predictive, forecasting, and optimization models; data visualization dashboards
Domain
Semiconductor industry, business analytics, AI/GenAI
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Advanced Python programming, machine learning (supervised/unsupervised), statistical modeling, data mining, large-scale dataset analysis, cloud platform experience, SQL, data visualization, optimization and simulation techniques
Preferred skills
Generative AI and LLM application, linear/nonlinear programming, discrete-event or Monte Carlo simulation, Master's degree in Statistics/Data Science/CS/Engineering
Technologies
Python, Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Snowflake, Google Cloud, AWS, Azure
Responsibilities
Partner with product owners to turn business problems into scalable data-driven solutions; Design and deploy predictive, forecasting, and optimization models; Analyze large datasets to identify trends and actionable insights; Build and deploy data visualization dashboards; Research new data science techniques including GenAI and LLMs; Contribute to data governance and infrastructure maintenance