| Title | Stage | AI score |
|---|---|---|
| Cat Digital/Cat Technology – Data Scientist/Technical Analyst This role focuses on developing models for asset management solutions using machine learning, deep learning, and Generative AI. Responsibilities include sourcing data, gathering requirements, applying digital technologies, and utilizing Generative AI for training, evaluation, prompt engineering, and creating agents/assistants/chatbots. The role also involves ensuring long-term connectivity through strategic planning and testing of various communication technologies. | AgentPost-train | 7 |
| Lead Data Scientist Lead Data Scientist at Caterpillar Digital, focusing on developing and scaling a Manufacturing & Supply Digital Platform powered by NVIDIA technologies. The role involves coaching junior data scientists, implementing AI/ML and LLM models, optimization algorithms, and leading validation of AI/ML models using industrial analytics metrics. Emphasis on connecting diverse systems, data-driven decision making, automation, and enhanced collaboration within the manufacturing lifecycle. |
| AgentEval Gate |
| 7 |
| Lead Software Engineer, Gen AI Lead Software Engineer focused on Generative AI projects, building assistants, AI-infused processing pipelines, and tooling. The role involves developing and deploying Gen AI solutions using Python, frameworks like LangChain and LangGraph, and deploying services on AWS. Experience with modern Gen AI architectures and LLMs is required. | AgentServe | 7 |
| 状态监测、数据与 AI 实习生 This role focuses on building AI agents, including LLM-based agents, to support finite element simulation processes, and also involves AI-based tool health monitoring and data analysis for industrial applications. | AgentData | 7 |
| 视觉算法部署实习生 The role involves assisting in the development and implementation of visual solutions for autonomous driving, focusing on integrating and debugging embedded systems and visual components. It requires implementing core perception capabilities like object detection and obstacle recognition using computer vision and deep learning, and optimizing embedded inference. The role also involves dataset construction, quality control, and performance evaluation. | ServeData | 7 |
| Solutions Architect - AI & Procurement Solutions Architect focused on designing, governing, and delivering AI-driven solutions, specifically agents and automation, within procurement and purchasing platforms (Guided Buy, Coupa). This role involves architectural guidance, prompt strategy, orchestration patterns, data grounding, and ensuring compliance with enterprise and Responsible AI standards. It also includes code reviews and mentoring. | Agent | 7 |
| Planning Engineer Planning Engineer role at Caterpillar focused on path and behavior planning for autonomous mining vehicles in unstructured environments. Responsibilities include task-level route planning, trajectory and speed planning considering vehicle dynamics and terrain, and perception-based behavior planning. Requires strong C++/Python skills, familiarity with Linux and ROS/ROS2, and knowledge of ML/DL/RL applications in planning. Experience in autonomous driving planning and decision-making is essential, with mining/construction scene experience being a plus. | Agent | 7 |
| Autonomy Application Architect This role is for an Application Architect focused on applying autonomy technology to new haulage equipment at Caterpillar. The candidate will lead a team in developing and releasing autonomous and remote-control solutions, involving system design, implementation, and troubleshooting within the Caterpillar Command ecosystem. | Agent | 7 |
| Technical Lead - AI, Cloud and Data engineering Technical Lead role focused on driving AI, GenAI, and advanced analytics initiatives within an enterprise context, leveraging AWS cloud platforms. Responsibilities include leading exploration and implementation of AI solutions, building PoCs, designing AI-enabled architectures, and automating processes. The role involves hands-on technical execution, innovation leadership, and team guidance, with a strong emphasis on Python development and AWS cloud services. | Agent | 7 |