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Agentic AI Engineer

Agentic AI Engineer

Siemens

1 - 5 years

10 - 14 Lacs

bengaluru

Posted:1 day ago| Platform:

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Skills Required

ai engineer kubernetes rest python github cloud services workflow orchestration ai cloud platforms llm enterprise systems microservices docker gcp jenkins debugging gitlab agile aws programming architecture azure

Work Mode

Work from Office

Job Type

Full Time

Job Description

We are looking for

Agentic AI Engineer

Before our software developers write even a single line of code, they have to understand what drives our customers. What is the environment? What is the user story based on? Implementation means trying, testing, and improving outcomes until a final solution emerges. Knowledge means exchange discussions with colleagues from all over the world.

Join our Digitalization Technology and Services (DTS) team based in Bangalore.

YOULL MAKE A DIFFERENCE BY:

Designing and developing agentic AI architectures, including autonomous agents, tool-using agents, multi-agent systems, and workflow orchestration.
Building and optimizing LLM-driven agents capable of reasoning, planning, retrieving knowledge, and executing tasks end-to-end.
Configuring and integrating agent frameworks such as LangGraph, LangChain, AutoGen, CrewAI, or internally developed frameworks.
Developing modular tools, functions, and APIs that agents use to take actions autonomously.
Implementing memory, context management, vector stores, and retrieval pipelines to support agent intelligence.
Building evaluation pipelines to measure agent reliability, accuracy, and failure-mode behaviour.
Developing scalable backend services using Python/Node that interact with agentic systems.
Implementing CI/CD pipelines and use containerization technologies (Docker/Kubernetes) for production deployment.
Integrating agents with enterprise systems, microservices, cloud services, and data platforms.
Conducting POCs, model comparisons, and runtime optimizations to improve agent performance and cost efficiency.
Working closely with product, engineering, and domain teams to build agent-powered solutions tailored to business needs.
Staying updated with the latest advancements in LLMs, agent frameworks, reasoning engines, and cognitive architectures.
Preparing clear documentation, architecture diagrams, and operational guidelines for agentic solutions.

JOB REQUIREMENTS/ SKILLS:

Strong programming skills in Python, with experience in building AI/ML applications.
Hands-on experience with LLM integration, prompt engineering, and multi-step reasoning.
Experience with agentic AI frameworks such as LangChain, LangGraph, AutoGen, OpenAI Assistants API, CrewAI, or equivalents.
Solid understanding of AI/ML fundamentals, GenAI models (LLMs, embeddings), and model fine-tuning.
Experience building and integrating REST APIs, microservices, and backend services.
Proficiency in Docker, Kubernetes, and cloud platforms (AWS, Azure, GCP).
Experience with CI/CD pipelines (GitHub Actions, GitLab, Jenkins, etc.).
Familiarity with vector databases (FAISS, Pinecone, Chroma, Weaviate) and RAG pipelines.
Ability to design autonomous systems with safety, guardrails, observability, and fallback mechanisms.
Strong debugging, problem-solving, and system-design skills.
Ability to work collaboratively in an agile environment, handling fast-paced experimentation and iteration.
This role is in Bangalore, where youll get the chance to work with teams impacting entire cities, countries and the craft of things to come.

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Agentic AI Engineer