Overview
The AI Solution Engineer is a delivery focused engineer who designs, builds, and operates production agentic AI applications, along with the platform services those applications run on. Working within the technical direction set by AI Solutions and Platforms leadership, the AI Solution Engineer translates solution architecture into production grade agents, retrieval pipelines, tool and system integrations, evaluation harnesses, and the guardrails and observability that keep those systems reliable once live.
The AI Solution Engineer is a hands on practitioner who codes, integrates, tests, and iterates, owning feature level delivery across one or more solution or platform tracks while building a working understanding of the wider AI platform. The role works daily with up-to-date AI engineering tooling, including agentic frameworks such as LangChain and LangGraph, the Model Context Protocol, and coding agents such as Claude Code, GitHub Copilot and Codex. This is a technical builder first, with a growing architect mindset
Responsibilities
Responsibilities
Solution Architecture and Delivery: Architect, build and deploy production agentic AI applications for R&D;, taking them from problem definition and prototype through to production use by scientists and engineers.
Hands On Engineering: Write production Python and own the difficult parts, including retrieval quality, tool and function design, multi agent orchestration, context management, structured outputs, latency and unit cost. Set the technical bar through design and code review.
Agentic Framework Selection: Build with LangChain, LangGraph, MCP and agent to agent patterns. Select the appropriate model across Anthropic Claude, Azure OpenAI and Google model families, and recognise when a deterministic or classical machine learning approach is the correct answer.
Evaluation and Quality: Establish evaluation as a delivery gate, covering golden datasets built with R&D; subject matter experts, automated eva
📌 Deputy Director Hyderabad (India)
🏢 PepsiCo
📍 India