Sr. Engineer Data Science & Agentic AI
Core
Develop, design, implement, and deliver advanced data science, machine learning, and agentic AI products for machine maintenance, including predictive/prescriptive solutions and multi-agent workflows.
Role type
Senior IC Data Science & Agentic AI Engineer
Builds
Predictive maintenance tools, AI agents, multi-agent workflows, dashboards, and decision-support products for industrial maintenance.
Domain
Industrial manufacturing / Machine maintenance / Agentic AI
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, TensorFlow/PyTorch, Industrial ML, Cloud platforms (AWS/Azure/GCP), NLP/LLMs/RAG, Agentic AI frameworks (LangChain/AutoGen), Deep Learning/Computer Vision, Responsible AI governance, SQL/Hive
Preferred skills
Azure ML Studio, AgentOps/LLMOps practices, PLC/SCADA systems, Statistical analysis, C++/C#/JavaScript
Technologies
LangChain, LlamaIndex, AutoGen, CrewAI, Azure AI Foundry, OpenAI API, TensorFlow, PyTorch, scikit-learn, SQL, Hive, Pig, Python, R, MATLAB, NumPy, Pandas
Responsibilities
Lead full lifecycle of data science and agentic AI from problem definition to deployment and monitoring; Design and deploy AI agents and multi-agent workflows for maintenance tasks; Integrate agentic workflows with CMMS/EAM, IoT, and enterprise data platforms; Establish AgentOps, LLMOps, and MLOps practices for observability and governance; Collaborate with reliability engineers and stakeholders to identify automation opportunities; Document methodologies and communicate solutions to leadership.
Seniority
Senior, hands-on IC