Data Science/Analyst
Core
Build AI and analytics solutions to help customers manage fleets, predict equipment failures, and optimize operations using machine learning, Generative AI, and IoT data.
Role type
Junior data scientist / technical analyst
Builds
Asset management solutions, predictive maintenance models, and digital product support for heavy equipment
Domain
Industrial equipment / IoT / Predictive maintenance
Deliverable
production ML models
Required skills
Machine learning, Statistical modeling, Python, SQL, Data visualization, Generative AI, Prompt Engineering, Time-series analysis, Root cause analysis
Preferred skills
Deep learning, Physics-based analytics, Telematics data analysis, Cloud platforms
Technologies
Python, SQL, Machine Learning, Generative AI, Cloud Platforms, Data Visualization Tools, IoT & Telematics Data, Statistical Modeling
Responsibilities
Develop models to identify health anomalies and predict equipment failure modes; Utilize Generative AI to develop and implement solutions including model training and agent creation; Evaluate emerging technologies and new product services; Ensure long-term connectivity through strategic planning of telematics device programs; Provide digital technical support for essential applications
Seniority
Junior, 0-2 years experience