Job Description We are looking for a highly motivated and hands-on AI Engineer with robust application development experience and expertise in Generative AI and Agentic AI. The ideal candidate should be capable of designing, developing, and deploying enterprise-grade AI solutions that leverage Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI agents, and modern cloud-native architectures.
The candidate should have a solid understanding of how AI agents work, common design patterns, orchestration approaches, security and governance considerations, and the challenges associated with deploying AI solutions in production environments. Key Responsibilities
Design, develop, and deploy enterprise AI applications and services.
Build and implement Generative AI solutions using LLMs, RAG, embeddings, and vector databases.
Develop and orchestrate AI agents and multi-agent workflows for business process automation.
Integrate AI solutions with enterprise applications, APIs, data platforms, and business systems.
Design AI solutions with appropriate guardrails, governance, security, and human-in-the-loop controls.
Evaluate and improve model performance, prompt effectiveness, and user experience.
Implement monitoring, observability, testing, and evaluation frameworks for AI applications.
Collaborate with product owners, architects, and engineering teams to translate business requirements into scalable AI solutions.
Contribute to reusable AI frameworks, accelerators, and platform capabilities.
Stay current with emerging trends in Generative AI, Agentic AI, and enterprise AI technologies.



Skills and Requirements 5-8 years of overall software engineering experience.
Minimum 2+ years of hands-on experience with Generative AI solutions.
Experience building and supporting production-grade applications. Application Development
Strong proficiency in Python.
Hands-on experience with FastAPI, Flask, or similar backend frameworks.
Experience developing REST APIs and microservices.
Familiarity with cloud-native development and deployment practices.
Valuable understanding of Git, CI/CD pipelines, testing, and software engineering best practices. Generative AI & Agentic AI
Strong understanding of:
Large Language Models (LLMs)
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Embeddings and Vector Databases
AI Evaluation Techniques
Agentic AI Concepts and Design Patterns
Multi-Agent Systems and Agent Orchestration
Tool Calling and Function Calling Hands-on experience with one or more of the following is preferred:
LangChain
LangGraph
Semantic Kernel
Microsoft AI Foundry / Azure AI Foundry
AutoGen or equivalent agent frameworks Cloud & AI Platforms
Experience working with one or more cloud platforms:
Microsoft Azure
AWS
Google Cloud Platform (GCP)
Experience with:
Azure OpenAI or equivalent LLM services
Azure AI Search or similar search platforms




Vector Databases and semantic retrieval solutions Agent Governance & Reliability
Good understanding of:
Agent memory and context management
Hallucination mitigation approaches
Security and access controls
Human-in-the-loop workflows
Prompt injection and AI security risks
Agent monitoring and observability
Responsible AI principles
Cost optimisation and governance
Knowledge of Knowledge Graphs and Business Ontologies.
Understanding of enterprise data platforms and data ecosystems.
Experience with or understanding of graph databases.
Experience building AI copilots, enterprise assistants, or conversational AI solutions.
Exposure to React or other modern front-end development frameworks. We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to [email protected].

📌 AI Engineer - INTL India (Bengaluru)
🏢 Insight Global
📍 Bengaluru