Senior Data Scientist
Core
Senior Data Scientist driving execution and innovation by building end-to-end analysis, ML models, and dashboards to solve growth obstacles and operational challenges.
Role type
Senior IC data scientist (ML & analytics)
Builds
Predictive models for asset failure, defect detection, customer churn, and generative AI solutions for operational productivity.
Domain
Industrial technology, predictive maintenance, healthcare sterilization, workplace safety
Deliverable
production ML models | dashboards & analysis
Required skills
Python, R, SQL, pandas, matplotlib, statistical modeling, machine learning algorithms, deep learning techniques, big data technologies, cloud computing services
Preferred skills
Unsupervised Machine Learning, Deep Learning, Generative AI, Computer Vision, customer segmentation, data drift detection
Technologies
AWS, Azure, GCP, Spark, Tensor Flow, Keras
Responsibilities
Formulate and complete end-to-end analysis including data gathering, analysis, and presentations; Develop and automate reports and prototype dashboards; Design and implement tools for internal Data Science toolbox; Develop and implement Unsupervised Machine Learning and Deep Learning algorithms for predicting asset failure; Develop and implement Computer Vision models for defect detection and classification; Build pipelines to implement models for customer churn prediction; Design and evaluate experiments for customer retention; Build reusable tools to detect data and model drift and track data quality.
Seniority
Senior, hands-on IC