Senior AI Engineer
Caterpillar24 hours ago
Chennai, India or Bengaluru, IndiaSenior
Responsibilities
- Lead the architecture and development of generative and optimization models for process simulation, scheduling, and predictive analytics in manufacturing.
- Orchestrate synthetic-data generation, model training, validation, and deployment pipelines.
- Implement multi-objective, nonlinear, evolutionary, and constraint-based optimization for scheduling, logistics, yield prediction, and process efficiency.
- Integrate embedded AI and generative AI solutions with real-time industrial data streams for high-throughput, highly available, low-latency deployment.
- Mentor teams on coding practices, simulation modeling, and industrial AI deployment workflows.
Requirements
- Strong experience with generative AI models and hands-on experience with Amazon Bedrock and AWS AI/ML services.
- Proficiency building and managing agentic AI systems using LangChain, AutoGen, or similar frameworks.
- Expertise in cloud-native architecture, LLMOps, and MLOps tools.
- Familiarity with security, cost, and governance practices for generative AI in cloud environments.
- Bachelor’s degree in computer science, artificial intelligence, data science, mathematics, or a related field with quantitative coursework and 7–10 years of relevant experience; alternatively, a master’s degree with 4–6 years or a PhD with 1–3 years of relevant experience.
- Preferred qualifications include leadership deploying ML pipelines and automation at scale, quantization-aware training, model pruning, NVIDIA deployment tools, OpenUSD and Omniverse development, published research or open-source contributions, and applied industrial AI expertise.
Benefits
- The position requires working onsite five days a week.
- Visa sponsorship is not available for this position.
Tech Stack
Categories
About Caterpillar
Caterpillar Inc. designs, manufactures, and services construction and mining equipment, diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives for infrastructure, resource, and energy customers. The public company, founded in 1925 and headquartered in Irving, Texas, sells primarily through an independent worldwide dealer network and provides equipment financing. It operates through Construction Industries, Resource Industries, and Energy & Transportation segments, with shares traded on the NYSE and Euronext Paris.