Senior Data Scientist (Machine Learning & Generative AI)
Core
Develop and deploy advanced analytics products, machine learning models, and generative AI solutions for the manufacturing division to drive process monitoring, optimization, and predictive analytics.
Role type
Senior IC machine learning engineer (generative AI & manufacturing analytics)
Builds
Production ML models, predictive analytics tools, and end-to-end digital solutions for manufacturing processes
Domain
Manufacturing / Industrial AI / Generative AI
Deliverable
production ML models
Required skills
Machine learning algorithms, deep learning architectures, Python, feature engineering, experiment tracking, software engineering pipelines, MLOps
Preferred skills
Generative AI (LLMs, RAG, fine-tuning), agentic AI platforms, graph networks, causal inference, computer vision, containerization, cloud deployment (AWS, Databricks)
Technologies
Python, scikit-learn, Keras, TensorFlow, PyTorch, Docker, AWS, Databricks, CrewAI, LangGraph, LangChain, AutoGen, MCP, A2A
Responsibilities
Design quantitative methodologies for data-driven decision-making; develop tools for process monitoring and optimization; build end-to-end digital solutions and automate data workflows; engage with stakeholders to align analytics with business objectives; design and document analytics applications and processes; stay updated on AI/ML best practices and ethical considerations
Seniority
Senior, hands-on IC