Technical Analyst

Caterpillar Inc.•Peoria, IL

4d•$89,210 - $144,960

About The Position

As a Data Scientist / Technical Analyst Professional, you will be responsible for sourcing data from various internal and external sources, gathering essential customer requirements, and applying relevant digital technologies. You will also communicate with internal customers, team members, and stakeholders, respond to routine information requests, and provide support to your teams.

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
Accuracy and Attention to Detail: understanding the necessity and value of accuracy; ability to complete tasks with high levels of precision
Analytical Thinking: knowledge of techniques and tools that promote effective analysis; ability to determine the root cause of organizational problems and create alternative solutions that resolve these problems
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 business functionality and non-functionality requirements to ensure the success of a system or software development project

Nice To Haves

Bachelor’s degree or higher in data science, computer engineering, electrical engineering or related degree (selected candidates must complete their degree by their start date)
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

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