# Principal Data Architect - AI-Ready Data & Annotations Source: https://realanalystjobs.com/job/principal-data-architect-ai-ready-data-and-annotations-caterpillar-c6c3771d Principal Data Architect - AI-Ready Data & Annotations at Caterpillar, an on-site role based in Irving, Texas, USA. Experience level: 12 Years. Posted on 30 October 2026, read from Caterpillar's own careers page (Workday), which RealAnalystJobs re-checks daily and removes the role when it closes. Caterpillar has approved H-1B petitions on USCIS record (employer-wide, not a promise for this role). Updated 15 November 2026. ## Key facts - Company: [Caterpillar](https://realanalystjobs.com/companies/caterpillar) - Location: Irving, Texas, USA - Work mode: On-site - Posted: Oct 30, 2026 - Employment type: Full time - Experience level: 12 Years - Source: Caterpillar's careers page (Workday), re-checked daily ## Visa sponsorship The posting does not say. Caterpillar had H-1B petitions approved for 373 workers in fiscal year 2026 (USCIS). That is history, not a promise for this role. [See the record](https://realanalystjobs.com/companies/caterpillar#h1b-record) ## About this role Career Area: Technology, Digital and Data Job Description: 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. Help Build the Future of Caterpillar - At Caterpillar, technology always has a purpose, which is to solve our customers’ toughest challenges. Through Cat Technology, we are solving problems by building the intelligence layer that connects machines, data, and people to make jobsites safer, more productive, and more sustainable. By combining deep domain expertise in physical systems with software, connectivity, autonomy, and AI, we deliver solutions that work in the real world - on real jobsites, at global scale. You’ll build and deploy against one of the most unique data foundations - over 1.6 million connected assets generating real-world data daily. These data and platform capabilities are enabling the development of AI models, edge computing architectures, and software systems that scale across fleets, products, and industries. The result will be a new generation of machines that continuously learn, improve, and deliver performance at scale. Be Part of What’s Next in Autonomous Construction Sites Construction autonomy is one of the most complex challenges in applied AI, and at Caterpillar, advancements in physical AI, simulation, sensing, and edge computing are turning things that once felt impossible - intelligent machines operating in dynamic jobsites - into reality. Our connected ecosystem brings together massive volumes of high-quality data to create a foundation where engineers like you can build and deploy against. If this work motivates you, we invite you to join our team. In these roles, you’ll work at the intersection of the physical and digital worlds. You’ll help design and deliver intelligent systems that enable machines to perceive their environment, make informed decisions, and support safer, more productive operations. Apply today to build the new era of construction autonomy at Caterpillar. Job Summary: The Principal Data Architect for Physical AI Ready Data & Annotations is responsible for transforming enterprise data into reusable, governed, and consumable data products that accelerate simulation, training, and Physical AI. This role defines the operating model, architecture standards, and ownership framework for data products, ensuring they are discoverable, trusted, interoperable, and optimized for both human and machine consumption. The architect serves as the bridge between business domains, data engineering, and AI teams, enabling high-value data assets to be created once and consumed many times. Bottom line, you are creating the data foundation that enables AI innovation at scale. What You Will Do: • Developing detailed architecture deliverables to solve business problems. • Designing an application's technical infrastructure, such as specific databases, programming languages, utilities, and testing approaches. • Define the enterprise framework for Physical AI ready data products. • Establish standards for data product design, metadata, discoverability, quality, lineage, security, and lifecycle management. • Design reusable data objects and domain-oriented products that support Physical AI workloads. • Define data contracts and consumption interfaces to ensure consistent and reliable access across the organization. • Develop architecture standards for integrating labeling, annotation, curation, evaluation, and feedback processes into data products. • Drive consistency across domains while enabling decentralized ownership and domain accountability. What You Will Have: • Data Architecture: 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. • 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. • Platform Architecture: Knowledge of technologies and methods to design processing mechanisms and roadmaps to execute business application systems; ability to design these roadmaps and deploy supportive interfaces for end-users to access related systems, in accordance with standards and processes. • 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. • Target Architecture: Knowledge of target architecture; ability to develop the IT blueprint and roadmap while aligning the architecture and processes with business strategies and objectives roadmap while aligning the architecture and processes with business strategies and objectives Top Candidates Will Have: • Data Architecture & Domain Modeling -- Demonstrated ability to define enterprise data domains, canonical data models, data contracts, metadata strategies, and scalable architectures that support complex AI and autonomy ecosystems. • AI & Machine Learning Data Foundations -- Deep understanding of the data requirements for AI model development, including training data, fine-tuning datasets, feature engineering, vector data, model evaluation data, synthetic data, and data pipelines that support the AI lifecycle. • Data Platforms & Data Products -- Experience designing modern cloud and on-premise data platforms and data products architectures for massive data volumes and events Description from Caterpillar's public careers feed, reproduced so you can read the role here. Apply on the company's own site; Real Analyst Jobs never submits anything for you. ## How to apply Open [this role on Real Analyst Jobs](https://realanalystjobs.com/job/principal-data-architect-ai-ready-data-and-annotations-caterpillar-c6c3771d) and use Apply now there to reach the employer's application. The listing is re-checked against Caterpillar's careers page daily and removed when it closes. ## Caterpillar 44 open analyst roles on Real Analyst Jobs. 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