Caterpillar-posted 4 months ago
$144,960 - $235,440/Yr
Full-time • Senior
Peoria, IL
Machinery Manufacturing

Your Work Shapes the World at Caterpillar Inc. When you join Caterpillar, you're joining a global team who cares not just about the work we do - but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here - we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it. Caterpillar is seeking an elite Principal AI Data Scientist / Engineer, Accounting Systems to join our team and act as a champion of Artificial Intelligence (AI) and Advanced Analytics within Caterpillar's Global Finance Services Division. Reporting directly to the Director of Advanced Analytics within Global Finance, you will lead the AI-enablement vision for our next-generation, enterprise-scale accounting data harmonizer system. This is a critical senior AI engineering position requiring a rare blend of AI/LLM deployment expertise, robust software engineering experience with high-performance languages, and knowledge of modern cloud-native data architecture. Top candidates will also have experience with accounting systems and principles, and be able to collaborate across groups to understand, identify, and resolve all types of issues. You will lead the technical vision of an AI-enabled, resilient, and highly accurate system that serves as the backbone of enterprise-wide corporate accounting.

  • Leverage previous experience in end-to-end architecture for a multi-sourced data platform, evaluating scalability, performance, and resilience.
  • Develop and implement sophisticated strategies for Entity Resolution (ER) by utilizing Large Language Models (LLMs) and Graph Databases to accurately map, reconcile, and standardize accounting data across diverse sources.
  • Architect and deploy production-grade Retrieval-Augmented Generation (RAG) pipelines for complex data interpretation and standardization.
  • Understand performance SLAs and leverage specialized databases for rapid analytics and low-latency access.
  • Engage with IT experts on cloud deployment strategy and ensure robust, scalable, and observable deployments.
  • Collaborate directly with Accounting, ERP knowledge owners, IT, MDM, and Data Quality teams to translate complex accounting requirements into scalable, automated technical solutions.
  • Mastery in Python for AI/ML and strong proficiency in at least one compiled, high-performance language (e.g., Go, Java, C#/.NET).
  • Extensive experience architecting solutions on AWS or Azure.
  • Knowledge of Docker and Kubernetes in a production environment.
  • Proven experience designing systems utilizing Kafka or similar technologies.
  • Demonstrated experience deploying LLMs in a production environment for data-centric tasks.
  • Proven track record of solving complex entity resolution challenges at scale.
  • Hands-on experience with Neo4J, AWS Neptune, or CosmosDB.
  • Deep expertise in Snowflake architecture and optimization.
  • Strong understanding of corporate accounting principles, consolidation processes, and ERP system data structures.
  • Certifications in AWS or Azure architecture.
  • Experience with Infrastructure as Code (IaC) tools such as Terraform.
  • A track record of technical excellence in a Fortune 500 environment.
  • 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.
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