Lead Data Scientist (Gen AI)

TL;DR

Lead Data Scientist (Gen AI): Developing and integrating digital twins for condition monitoring and generative AI-assisted predictive analytics with an accent on high-frequency sensor data and edge-case mechanical failure simulation. Focus on designing GPU-accelerated machine learning models and automated diagnostic workflows to optimize heavy machinery performance.

Location: Must be based in or able to work from Chicago, IL or Peoria, IL, USA

Salary: $128,470 - $208,770

Company

A global leader in the manufacturing of construction and mining equipment, engines, and industrial gas turbines.

What you will do

• Design and implement GPU-accelerated machine learning models for anomaly detection in high-frequency sensor data.
• Partner with engineering teams to develop onboard digital twins using NVIDIA architecture for heavy machinery.
• Develop Generative AI agents to synthesize telematics data and generate prioritized repair workflows.
• Collaborate on hardware-software co-design to ensure algorithm compatibility with next-generation onboard compute modules.
• Lead complex projects and provide status updates to sponsors and stakeholders.
• Integrate multi-modal outputs to create machine-specific context for AI-assisted diagnostics.

Requirements

• Must be authorized to work in the USA (Visa sponsorship is not available)
• Extensive experience (8+ years) in advanced data analysis and machine learning.
• Proficiency in Generative AI, LLMs, RAG, and prompt engineering.
• Deep understanding of anomaly detection, time-series analysis, and predictive maintenance.
• Extensive experience with Python programming (NumPy, SciPy, pandas).
• Experience handling high-frequency IoT sensor data and CAN bus protocols.

Nice to have

• Experience with cloud technologies (AWS, Azure, Google Cloud).
• Practical experience with onboard architecture (e.g., Raspberry Pi).
• Working knowledge of heavy equipment engineering.
• Experience operating in an Agile environment.

Culture & Benefits

• Comprehensive medical, dental, and vision benefits.
• 401(k) savings plans with company match.
• Paid time off including vacation, holidays, and volunteer days.
• Health Savings Account (HSA) and Flexible Spending Accounts (FSAs).
• Tuition reimbursement and career development opportunities.
• Inclusive global work environment focused on sustainable innovation.