Data Scientist - Customer Focus
Core
Turn complex data into practical insights and predictive solutions to improve equipment performance, reduce downtime, and support operational decision-making for global customers.
Role type
Customer-facing data scientist (industrial IoT/operations)
Builds
Predictive models, data analyses, and reporting integrated into customer workflows for vacuum and exhaust management equipment
Domain
Industrial manufacturing (semiconductors, displays, solar, power, metallurgy, pharmaceuticals) + Data Science
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python (pandas, numpy, scipy, statsmodels, scikit-learn), predictive modelling (time-series, sensor, operational data), cloud platforms (Azure), API integration, data analysis, stakeholder collaboration
Preferred skills
Experience with manufacturing or operational data, pre-sales support, on-site customer engagement
Technologies
Python, pandas, numpy, scipy, statsmodels, scikit-learn, Azure
Responsibilities
Explore, prepare, and deliver data analyses and predictive models; Work with customers and account teams to iterate solutions; Support integration of analytics into customer workflows; Investigate deployment issues and translate feedback into improvements; Present insights via reports, dashboards, and workshops; Support pre-sales and delivery activities; Collaborate with Data Engineering, DevOps, and R&D teams
Seniority
Mid-level, hands-on IC
