Senior Associate, Data Analytics and Machine Learning
Core
Transform manufacturing data into actionable business intelligence, predictive insights, and AI-driven solutions to accelerate Lights-Out Manufacturing vision.
Role type
Senior IC data analytics and machine learning engineer (manufacturing)
Builds
Scalable AI/ML applications, MLOps pipelines, and manufacturing intelligence frameworks for global manufacturing sites.
Domain
Industrial manufacturing / Smart Factory / Industrial IoT
Deliverable
production ML models | dashboards & analysis
Required skills
Manufacturing data analytics, AI/ML model development, MLOps pipeline design, statistical modeling, GxP compliance, data governance, dashboard design
Preferred skills
GMP manufacturing environment experience, cross-functional collaboration
Technologies
MES, SCADA, machine data, production data, quality data, maintenance data, supply chain data
Responsibilities
Develop and deploy data-driven solutions using manufacturing data; Build predictive and prescriptive models; Analyse manufacturing process variability; Develop statistical models to improve operational performance; Create manufacturing intelligence frameworks; Develop MLOps pipelines; Design executive dashboards and operational control towers.
Seniority
Senior, hands-on IC