Developing detailed architecture deliverables to solve business problems through agentic AI systems and patterns.
Designing an AI application's technical infrastructure, including orchestration layers, tool integrations, data retrieval patterns, and testing approaches.
Leading the evaluation and deployment of emerging AI technologies and frameworks to enhance Caterpillar's agentic capabilities.
Participating in translating business requirements into AI solution designs and collaborating with cross-functional teams to deliver results.

Requirements

Effective Communications: Expert understanding of effective communication concepts, tools and techniques; ability to effectively transmit, receive, and accurately interpret ideas, information, and needs through the application of appropriate communication behaviors.
AI/ML Architecture: Deep understanding of modern AI/ML architectures including transformer models, retrieval-augmented generation (RAG), agent frameworks, and model orchestration patterns
Analytical Thinking: Expert 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.
Cloud AI Platforms: Hands-on experience with major cloud AI platforms (Azure OpenAI Service, AWS Bedrock, Google Vertex AI) and ability to architect multi-cloud or hybrid solutions
Requirements Analysis: Expert 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.
Data Architecture: Expert knowledge of processes, techniques and factors that affect data architecture; ability to design blueprints on how to integrate data resources for business processes and functional support.
Target Architecture: Expert knowledge of target architecture; ability to develop the IT blueprint and roadmap while aligning the architecture and processes with business strategies and objectives.
MLOps: Strong knowledge of MLOps practices including model versioning, deployment pipelines, monitoring, and governance frameworks

Benefits

Medical, dental, and vision benefits*
Paid time off plan (Vacation, Holidays, Volunteer, etc.)*
401(k) savings plans*
Health Savings Account (HSA)*
Flexible Spending Accounts (FSAs)*
Health Lifestyle Programs*
Employee Assistance Program*
Voluntary Benefits and Employee Discounts*
Career Development*
Incentive bonus*
Disability benefits
Life Insurance
Parental leave
Adoption benefits
Tuition Reimbursement

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

AI/ML Architecturetransformer modelsretrieval-augmented generationagent frameworksmodel orchestration patternsdata architectureMLOpsmodel versioningdeployment pipelinescloud AI platforms

Soft Skills

effective communicationanalytical thinking