Staff Data Scientist, AI for Business Functions
Core
Transform business problems into scalable data-driven, ML, AI, and GenAI solutions to optimize operational and financial outcomes.
Role type
Staff Data Scientist (AI for Business Functions)
Builds
Predictive/forecasting models, optimization/simulation models, data visualization dashboards, and GenAI solutions for business units.
Domain
Semiconductor industry + Data Science & AI
Deliverable
production ML models | product features | dashboards & analysis | client delivery
Required skills
Machine learning (supervised/unsupervised), statistical modeling, Python (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch), SQL, data mining, optimization techniques, simulation modeling, data visualization, data governance
Preferred skills
Generative AI and LLMs integration, advanced optimization (linear/nonlinear programming, 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, SQL
Responsibilities
Partner with product owners to translate business needs into AI/ML solutions; design and deploy predictive, forecasting, and optimization models; analyze large datasets to extract insights; build dashboards for business leaders; research new data science techniques including GenAI; contribute to data governance and infrastructure.
Seniority
Staff, hands-on IC with strategic impact