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Caterpillar Inc. is looking to solve business and technical problems by bringing digital capabilities to their world-famous yellow iron, executing key components of digital and marketing portfolios, and advancing technologies including autonomy and automation.

Requirements

• Business Statistics: knowledge of statistical tools, processes, and practices to describe business results in measurable scales; ability to use statistical tools and processes to assist in making business decisions
• Machine Learning: knowledge of principles, technologies and algorithms of machine learning; ability to develop, implement and deliver related systems, products and services
• Programming Languages: knowledge of basic concepts and capabilities of programming; ability to use tools, techniques and platforms in order to write and modify programming languages
• Query and Database Access Tools: knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use
• Requirements Analysis: knowledge of tools, methods, and techniques of requirement analysis; ability to elicit, analyze and record required businessfunctionality and non-functionality requirements to ensure the success of a system or software development project

Responsibilities

• Develop models to power asset management solutions for customers and dealers using machine learning, deep learning, and statistics-based/physics-based analytics techniques on time-series sensor data, machine fault codes, inspections and analysis records to identify health anomalies, predict equipment failure modes, estimate remaining useful life, and build equipment risk models
• Evaluating emerging technologies by evaluating new product services and technology platforms
• Utilize Generative AI to develop and implement solutions, encompassing model training, evaluation, and selection. Engage in Prompt Engineering by fine-tuning AI models, developing new models, creating agents, assistants, and chatbots
• Ensure long-term connectivity through strategic planning and execution, including global telematics device programs. This involves testing, research, and analysis of cellular, satellite, Wi-Fi, Bluetooth, and other on-board and off-board technologies
• Provide digital technical support for essential Caterpillar digital applications and products

Other

• Bachelor’s degree or higher in data science, computer engineering, electrical engineering or related degree
• 0-2 years of relevant experience related to this field (internships or academic projects are a plus)
• Minimum cumulative GPA requirement 3.0/ 4.0 (no rounding)
• Demonstrated strong problem-solving skills and the ability to work effectively in a team environment
• Basic relocation may be available, depending on relocation qualifications