Lead AI Engineer (Agentic AI & LLM Solutions)
Apar Technologies Pte Ltd
About the Role
We are looking for a Lead AI Engineer to design, build, and deliver next-generation Agentic AI solutions for enterprise applications. You will lead the development of intelligent AI agents, Retrieval-Augmented Generation (RAG) systems, and LLM-powered applications that solve real business challenges.
The ideal candidate has strong hands-on experience with Large Language Models (LLMs) , AI orchestration frameworks, prompt engineering, data pipelines, and modern software engineering practices. You will collaborate with cross-functional teams to architect scalable AI solutions and mentor engineers in adopting AI best practices.
Key Responsibilities
- Design, develop, and deploy enterprise-grade Agentic AI solutions using internal or commercial AI platforms.
- Build customer-facing AI applications powered by Large Language Models (LLMs) such as Claude, GPT, or similar models.
- Design, implement, and optimize Retrieval-Augmented Generation (RAG) pipelines.
- Develop intelligent AI workflows using prompt engineering, Model Context Protocol (MCP), tool calling, and agent orchestration.
- Build and maintain data ingestion and processing pipelines to support AI applications.
- Evaluate AI model performance and continuously improve response quality, accuracy, latency, and cost efficiency.
- Integrate AI capabilities with enterprise applications and backend services.
- Collaborate with Product, Engineering, Data, and Business teams to deliver AI-driven solutions.
- Lead technical design discussions, perform code reviews, and mentor junior engineers.
- Stay current with emerging AI technologies, frameworks, and industry best practices.
Required Skills & Qualifications
- Bachelor's degree in Computer Science, Software Engineering, Artificial Intelligence, or a related field.
- 5+ years of professional software engineering experience.
- Hands-on experience building applications using Large Language Models (LLMs) such as Claude, OpenAI GPT, Gemini, or similar.
- Strong experience designing and implementing RAG architectures.
- Experience with AI agents, prompt engineering, tool calling, and agent orchestration frameworks.
- Good understanding of Model Context Protocol (MCP) and modern AI workflows.
- Experience building and maintaining data pipelines for AI applications.
- Strong programming skills in Python .
- Experience developing REST APIs and integrating AI services into enterprise applications.
- Familiarity with vector databases and embedding models.
- Experience with Git, CI/CD pipelines, and Agile development methodologies.
- Excellent analytical, problem-solving, and communication skills.
Nice to Have
- Experience with LangChain, LangGraph, LlamaIndex, or similar AI orchestration frameworks.
- Experience with vector databases such as Pinecone, Weaviate, Milvus, or Chroma.
- Knowledge of cloud platforms such as AWS, Azure, or Google Cloud.
- Experience with Docker and Kubernetes.
- Familiarity with MLOps practices and model deployment.
- Experience implementing AI governance, evaluation frameworks, and observability.
- Exposure to enterprise integrations and API development.
- Experience leading technical teams or mentoring engineers.
EA Number: 11C4879
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