Senior Expert, IT Development - RAG & Agentic AI
Randstad Enterprise · Pune
Job description
About the role
Randstad Enterprise is looking for a Senior Expert with deep technical expertise to own the architecture, design and implementation of high-complexity RAG and Agentic AI solutions integrated with enterprise middleware and a microservices ecosystem. The role bridges AI research and scalable enterprise applications, ensuring technical standards and innovation align with business strategy.
Key responsibilities
- Lead the high-level design of AI agents and orchestration layers using frameworks such as LangChain or LlamaIndex.
- Direct the development and optimization of Retrieval-Augmented Generation pipelines, including embeddings, vector search and retrieval workflows.
- Integrate AI components into enterprise orchestration layers and business systems via secure RESTful APIs and microservices.
- Act as the technical escalation point, fixing complex errors and integration issues within the AI workload.
- Implement technical standards, methods and best practices for AI code quality, testing and documentation.
- Advise senior leadership on the feasibility of new AI products and influence the development roadmap.
- Set up frameworks for evaluating, benchmarking and monitoring models with standard metrics and observability tools.
- Lead project-based teams through the full development lifecycle of complex AI software or infrastructure.
- Partner with Product, DevOps, Security and Data teams, and identify quality and security risks in line with enterprise policies and OWASP standards.
Required profile
- 15+ years in software engineering with specialized expertise in high-complexity, large-scale distributed architectures.
- Master's degree in Computer Science, Software Engineering or a related field, or equivalent high-level experience.
- Preferred: production experience with orchestrated AI workflows or multi-agent systems, managed platforms such as GCP Vertex AI, AWS Bedrock or Azure OpenAI, MLOps and cost optimization, event-driven systems, and open-source AI/ML contributions.
Required skills
- Python (FastAPI, PyTorch, TensorFlow) or Java (Spring Boot).
- LLM orchestration (LangChain, LlamaIndex) and vector databases; RESTful API development.
- Data architecture, RDBMS and data pipelines for production model deployment.
- MLOps, Docker/Kubernetes, CI/CD, and cloud platforms (AWS/Azure/GCP).
- OAuth2, JWT and security protocols.
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Published 10 hours ago
Expires 1 month from now
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Randstad Enterprise
Pune