Data Scientist
Core
Data Scientist supporting data-driven business decisions and digital product development for asset condition monitoring and aftermarket businesses using AI, data science, and statistical analysis.
Role type
Data Scientist (AI/ML focus)
Builds
Digital solutions for heavy machinery customers and dealers
Domain
Heavy machinery / Industrial IoT / AI
Deliverable
production ML models
Required skills
SQL, Python, advanced statistical models, AI/ML techniques, data visualization, LLM concepts, prompt engineering, time series analysis, NLP, weak learning
Preferred skills
GenAI frameworks (LangChain, LangGraph, Semantic Kernel, CrewAI), ML operationalization (Airflow, Great Expectations), quantitative analysis experience
Technologies
Python, SQL, LangChain, LangGraph, Semantic Kernel, CrewAI, Airflow, Great Expectations, LLMs
Responsibilities
Understand and optimize existing data pipelines and algorithms; implement next-generation AI techniques (time series, NLP, weak learning); explore and apply advanced statistical approaches and LLM concepts; provide explainability and support to technical and business partners; create documentation and visualizations to explain complex algorithms.
