Caterpillar Inc. is looking to solve business problems through data-driven decisions and development, utilizing large amounts of data to support business insights and growth.
Requirements
- Business Statistics: Knowledge of the 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.
- Working Knowledge in Python Coding: The candidate should have a foundational understanding of Python programming, including familiarity with its libraries and frameworks.
- Exposure to Cloud Learning Deployment in Machine Learning and Generative AI Models: The ideal candidate should have some hands-on experience or coursework related to deploying machine learning and generative AI models on cloud platforms such as AWS, Snowflake, or Azure.
- Interest in Machine Learning and AI: The candidate should show a keen interest in machine learning and AI, with a willingness to learn and grow in this field.
Responsibilities
- Performs analytical tasks and initiatives on large amount of data to support data-driven business decisions and development.
- Directing the data gathering, data mining, and data processing processes in huge volume; creating appropriate data models.
- Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis and machine learning techniques.
- Leading to define requirements and scope of data analyses; presenting and reporting possible business insights to management using data visualization technologies.
- Conducting research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses.
- Developing and implementing machine learning models and algorithms to support business decisions.
- Utilizing programming languages and query and database access tools to analyze and process large datasets.
Other
- This position requires the successful candidate to work full time, 5 days per week in the Nashville main office.
- Visa Sponsorship is not available for this position.
- Any offer of employment is conditioned upon the successful completion of a drug screen.
- Caterpillar is an Equal Opportunity Employer, Including Veterans and Individuals with Disabilities.
- Qualified applicants of any age are encouraged to apply.
