Senior AI Engineer at Caterpillar Inc.

Chennai, Tamil Nadu, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Manufacturing, Technology, DigitalIndustries

Requirements

Strong experience with Generative AI models
Hands-on experience with Amazon Bedrock and AWS AI-ML services
Proficiency in building and managing Agentic AI systems using frameworks like LangChain, AutoGen or similar
Expertise in cloud-native architecture, LLMOps and MLOps tools
Familiarity with security, cost and governance best practices for Gen AI on cloud environments
Nice to Have Skills
Previous leadership in deploying ML pipelines and automation (CI/CD, containerization) at scale
Knowledge of quantization-aware training

Responsibilities

Lead architectural design and development of digital twin-driven generative/optimization models for process simulation, process scheduling, and predictive analytics in manufacturing
Develop modular, reusable Omniverse extensions; orchestrate pipelines integrating synthetic data generation, model training, validation, and deployment
Implement advanced optimization: multi-objective, non-linear, evolutionary, and constraint-based approaches for process efficiency (e.g., scheduling, logistics, yield predictions)
Guide the integration of embedded AI & Gen AI solutions with real-time industrial data streams, ensuring high-throughput, high-availability, and low-latency deployment
Mentor teams in coding best practices, simulation-modelling, and deployment workflows using OpenUSD, Omniverse, and latest industrial AI stacks

Skills

NVIDIA Omniverse

IoT

Advanced Analytics

System Integration

Digital Twins

Simulation

Intelligent Automation

Manufacturing Software

Supply Chain

Caterpillar Inc.

Manufactures heavy machinery for various industries

About Caterpillar Inc.

Caterpillar Inc. designs and manufactures heavy machinery and equipment for industries such as construction, mining, energy, and rail. Their products include a wide range of machinery and engines that help clients complete large-scale projects. Caterpillar's equipment works by providing powerful tools that can perform tasks like digging, lifting, and transporting materials. What sets Caterpillar apart from its competitors is its strong aftermarket support, which includes maintenance and repair services, ensuring that their machinery remains efficient and reliable over time. The company's goal is to deliver high-quality products while also focusing on sustainability and community development through initiatives that improve education and reduce poverty.

Irving, TexasHeadquarters

1925Year Founded

$143.5KTotal Funding

IPOCompany Stage

Industrial & Manufacturing, Social Impact, AI & Machine LearningIndustries

10,001+Employees

Benefits

Annual incentive bonus plan

Medical, dental, and vision coverage

Paid time off plan (Vacation, Holiday, Volunteer, Etc.)

401k savings plan

Health savings account (HSA)

Flexible spending accounts (FSAs)

Disability benefits

Life Insurance

Parental leave

Healthy Lifestyle Programs

Employee Assistance Programs

Voluntary Benefits and Employee Discounts

Tuition Reimbursement

Career Development

Risks

Closure of Aurora office may impact regional economy and Caterpillar's reputation.

Partnership with Anti Social Social Club could dilute Caterpillar's industrial brand focus.

Advanced technology in Cat D8 dozer may face resistance from traditional customers.

Differentiation

Caterpillar's century-long history underscores its reliability and industry leadership.

The company integrates AI and IoT to enhance machinery performance and customer satisfaction.

Caterpillar's strong aftermarket services ensure product longevity and operational efficiency.

Upsides

Growing demand for autonomous equipment boosts Caterpillar's innovation in heavy machinery.

Expansion of 5G networks enhances Caterpillar's remote operation capabilities, improving safety.

Caterpillar's commitment to sustainability aligns with the global shift towards eco-friendly practices.

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