AI Architect

1 day ago

Bengaluru, Karnataka, India KPIT Technologies Full time ₹ 12,00,000 - ₹ 36,00,000 per year

We need candidates who can join immediately – no payments for those with a notice period.

Job Summary: We are seeking a highly innovative and experienced Senior Engineer/Architect to lead the design and development of a cutting-edge agentic AI system for automotive applications. This role will be pivotal in building a platform capable of autonomously executing complex tasks by leveraging Large Language Models (LLMs) and integrating with diverse systems via APIs and command-line interfaces. You will be responsible for architectural decisions, tool selection, and ensuring the scalability, robustness, and security of this critical AI platform. A deep understanding of LLM capabilities, agentic AI principles, and practical experience in system integration are essential. Responsibilities:
• Architecture & Design: Design and architect a scalable and robust agentic AI platform for automotive use cases, focusing on autonomous task execution and system integration.
• Agent Framework Selection: Evaluate and select appropriate agentic AI frameworks (LangChain, AutoGPT, CrewAI, or similar) or AWS provided frameworks.
• LLM Integration: Integrate and manage connections to various LLMs (publicly available or privately hosted), optimizing performance and cost-effectiveness.
• Tool Integration: Design and implement mechanisms for seamlessly connecting the agentic AI system to external systems via REST APIs, command-line interfaces (CLI), and other protocols. This includes robust error handling and security considerations.
• AWS/Open-Source Implementation: Leverage AWS services (e.g., Lambda, ECS, EC2, Step Functions, API Gateway, SQS, DynamoDB) or open-source alternatives for building and deploying the AI platform.
• System Interaction Layer: Develop and maintain a reliable and secure layer for interacting with various automotive systems, including diagnostic tools, testing frameworks, and data repositories.
• Prompt Engineering & Optimization: Lead efforts in prompt engineering to optimize LLM responses for specific automotive tasks.
• Observability & Monitoring: Implement comprehensive monitoring, logging, and tracing capabilities for the agentic AI system.
• Scalability & Reliability: Design for scalability, resilience, and high availability, anticipating future growth and increasing complexity.
• Security: Implement robust security measures to protect sensitive data and prevent unauthorized access.
• Tooling & Technology Evaluation: Continuously research and evaluate new tools and technologies in the AI and automation space.
• Mentorship: Mentor and guide junior engineers, fostering a collaborative and innovative environment.
• Documentation: Create and maintain detailed documentation of the system architecture, design, and implementation.

Cloud,AI

"Architecture & design of scalable AI platforms Expertise in agentic AI frameworks (LangChain, AutoGPT, CrewAI, AWS) Deep understanding of LLMs (GPT, LLaMA, Gemini) and prompt engineering REST API development & CLI scripting (Bash, PowerShell) Strong Python skills; AI/ML libraries (TensorFlow, PyTorch) AWS services or open-source cloud alternatives Observability, monitoring, and logging implementation Security best practices for data and system protection DevOps & CI/CD (good to have) Containerization (Docker) & orchestration (Kubernetes) Automotive protocols knowledge (CAN, LIN) (optional)"

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