AI & Data Analytics Specialist — Predictive Maintenance

NLP PEOPLE; Peoria (IL); On-site; USD 89,210 - 144,960; Full time

Benefits offered by this job

Medical, dental, and vision benefits

Paid time off plan

401(k) savings plans

Tuition Reimbursement

Relocation assistance

Incentive bonus

Job summary

Caterpillar is offering a data science/technical analyst track within the Cat Digital group. You will build AI-driven analytics solutions to help customers predict failures, optimize operations, and manage fleets using time-series sensor data.

You will work with Python/SQL, ML and Generative AI, collaborating with engineers and data scientists to deliver scalable digital products across global markets.

Qualifications

• Bachelor’s degree in data science or related field.
• 0–2 years of relevant experience (internships or academic projects are a plus).
• Minimum GPA of 3.0/4.0 (no rounding).
• Experience through internships, personal projects or coursework is highly valued.

Responsibilities

• Develop models to power asset management solutions using ML and statistics on time-series sensor data.
• Evaluate emerging technologies and assess new product services and platforms.
• Utilize Generative AI to develop and implement solutions, including model training and prompts engineering.
• Ensure long-term connectivity through strategic planning of global telematics device programs.
• Provide digital technical support for Caterpillar digital applications and products.

Skills

Python

SQL

Machine Learning

Generative AI

Analytical thinking

Education

Bachelor’s degree or higher in data science or related field

Tools

Python

SQL

Cloud Platforms

IoT & Telematics Data

Data Visualization Tools

Job description

Caterpillar is offering a data science/technical analyst track within the Cat Digital group. You will build AI-driven analytics solutions to help customers predict failures, optimize operations, and manage fleets using time-series sensor data.

You will work with Python/SQL, ML and Generative AI, collaborating with engineers and data scientists to deliver scalable digital products across global markets.