Job highlights

- Robust Python skills and experience building real software - not just notebooks and demos. Hands-on experience with modern LLMs such as OpenAI,Anthropic,Gemini,Llama,or similar.

- Practical experience with RAG,embeddings,semantic search,or knowledge-based AI systems.

- Experience evaluating AI systems across correctness,reliability,latency,cost,and business value.

Job Summary

Forward Deployed AI Engineer - Pune, India. As a Forward Deployed AI Engineer at Fresh Gravity, you'll turn ambiguous business problems into working AI solutions - designing, building, and iterating alongside users and clients until the solution delivers real value. This is a hands-on, high-impact role for engineers who are comfortable with ambiguity, move quickly, and take ownership beyond just writing code.

What You'll Do

- Own AI solutions end-to-end - from understanding the problem through architecture, deployment, and iteration

- Work directly with users, product leaders, and client teams to turn loosely defined ideas into usable products

- Build production-grade applications using LLMs, agents, RAG, structured data, and enterprise systems

- Design agentic workflows involving tool use, orchestration, memory/state management, and human-in-the-loop steps

- Rapidly prototype, gather feedback, and evolve solutions into scalable products

- Debug across prompts, models, retrieval, application code, data, and infrastructure to keep systems reliable

- Design scalable end-to-end systems across data, APIs, application logic, AI components, and user experience

- Make practical tradeoffs around performance,



reliability, security, latency, and cost

- Work across backend, data, and UI layers as needed to deliver a complete usable solution

What You'll Bring

- Strong Python skills and experience building real software - not just notebooks and demos

- Hands-on experience with modern LLMs such as OpenAI, Anthropic, Gemini, Llama, or similar

- Practical experience with RAG, embeddings, semantic search, or knowledge-based AI systems

- Familiarity with agent/orchestration frameworks such as LangGraph, LangChain, LlamaIndex, or Semantic Kernel

- Comfort working with APIs, databases, Git, Docker, and cloud platforms

- Ability to work independently, make technical decisions, and figure things out when requirements are incomplete

- Strong system-design fundamentals, including data handling, APIs, scalability, reliability, and cost-conscious architecture

- Ability to think beyond the AI layer and design intuitive applications and user workflows

Nice to Have

- Experience evaluating AI systems across correctness, reliability, latency, cost, and business value

- Exposure to client-facing work such as workshops, discovery sessions, or proof-of-value engagements

- Good judgment on when to use prompting, retrieval, tools, deterministic logic, or traditional software instead of using an LLM for everything

Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

📌 Forward Deployed AI Engineer (Pune)
🏢 Fresh Gravity
📍 Pune