Design, prototype, build, test, and deploy AI-enabled applications and internal tools using Python, Streamlit, APIs, and modern AI frameworks.
Deliver scalable AI/ML solutions across procurement, planning, and supply chain.
Develop agent-based workflows, tool integrations, and human-in-the-loop processes; automate operational decision-making to drive efficiency and scalability.
Implement RAG, GraphRAG, embeddings, vector databases, and knowledge graphs to enable AI apps to reason over trusted enterprise data sources.
Apply governance practices, model evaluation, prompt/version tracking, PII masking, guardrails, and cost monitoring; ensure compliance with data security, privacy, and risk management standards.

Key requirements

Design, prototype, build, test, and deploy AI-enabled applications and internal tools using Python, Streamlit, APIs, and modern AI frameworks.
Deliver scalable AI/ML solutions across procurement, planning, and supply chain.
Develop agent-based workflows, tool integrations, and human-in-the-loop processes; automate operational decision-making to drive efficiency and scalability.
Implement RAG, GraphRAG, embeddings, vector databases, and knowledge graphs to enable AI apps to reason over trusted enterprise data sources.
Apply governance practices, model evaluation, prompt/version tracking, PII masking, guardrails, and cost monitoring; ensure compliance with data security, privacy, and risk management standards.

Jobs at Caterpillar Inc.

9 active roles from this employer in the JobMatcher catalog.

All company jobs

Jobs at Caterpillar Inc.

9 active roles from this employer in the JobMatcher catalog.

All company jobs

About the role

Senior Data Scientist – Caterpillar Inc. – Mossville, Illinois (on-site)

The AI Mission Team within Caterpillar's Strategic Procurement and Planning Division (SPPD) seeks a Senior Data Scientist to partner with enterprise AI Accelerator teams and business leaders to deliver next-generation AI solutions. The role focuses on transforming high-priority supply chain, procurement, and planning challenges into scalable AI prototypes, agentic workflows, and production-ready solution patterns.

Responsibilities

Requirements and qualifications:

Design, prototype, build, test, and deploy AI-enabled applications and internal tools using Python, Streamlit, APIs, and modern AI frameworks.
Deliver scalable AI/ML solutions across procurement, planning, and supply chain.
Develop agent-based workflows, tool integrations, and human-in-the-loop processes; automate operational decision-making to drive efficiency and scalability.
Implement RAG, GraphRAG, embeddings, vector databases, and knowledge graphs to enable AI apps to reason over trusted enterprise data sources.
Apply governance practices, model evaluation, prompt/version tracking, PII masking, guardrails, and cost monitoring; ensure compliance with data security, privacy, and risk management standards.
Design and automate data pipelines for structured and unstructured data; support scalable data ingestion, transformation, and integration.
Partner with product owners, SMEs, and digital teams to translate business problems into AI prototypes; define success criteria and KPIs for initiatives.
Proficiency in Python and AP

About the role

Senior Data Scientist – Caterpillar Inc. – Mossville, Illinois (on-site)

The AI Mission Team within Caterpillar's Strategic Procurement and Planning Division (SPPD) seeks a Senior Data Scientist to partner with enterprise AI Accelerator teams and business leaders to deliver next-generation AI solutions. The role focuses on transforming high-priority supply chain, procurement, and planning challenges into scalable AI prototypes, agentic workflows, and production-ready solution patterns.

Responsibilities

Requirements and qualifications:

Design, prototype, build, test, and deploy AI-enabled applications and internal tools using Python, Streamlit, APIs, and modern AI frameworks.
Deliver scalable AI/ML solutions across procurement, planning, and supply chain.
Develop agent-based workflows, tool integrations, and human-in-the-loop processes; automate operational decision-making to drive efficiency and scalability.
Implement RAG, GraphRAG, embeddings, vector databases, and knowledge graphs to enable AI apps to reason over trusted enterprise data sources.
Apply governance practices, model evaluation, prompt/version tracking, PII masking, guardrails, and cost monitoring; ensure compliance with data security, privacy, and risk management standards.
Design and automate data pipelines for structured and unstructured data; support scalable data ingestion, transformation, and integration.
Partner with product owners, SMEs, and digital teams to translate business problems into AI prototypes; define success criteria and KPIs for initiatives.
Proficiency in Python and AP

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Based on: Senior Data Scientist