About the Role:

We are hiring a Forward Deployed AI Engineer to turn ambiguous business problems into working AI products.

This is not a traditional engineering role with fixed specs. You will work directly with business, product, and tech teams to define problems, identify AI opportunities, prototype solutions, and take them to production.

You will span product thinking, AI engineering, and software development, owning work end-to-end from discovery to deployment.

What Youll Do:

Work with business teams to identify high-impact problems solvable with AI.

Convert ambiguous requirements into clear technical and product solutions.

Build and test AI prototypes with real users quickly.

Develop production applications using LLMs, agents, RAG, APIs, and traditional systems.

Build backend services, APIs, data pipelines, and system integrations.

Experiment with models, prompts, and architectures; evaluate performance.

Create lightweight tools or interfaces when needed for end-to-end delivery.

Integrate AI systems with enterprise data and workflows.

Own projects from problem prototype pilot production.

Partner with engineering teams to scale successful solutions.

- Continuously explore and apply new AI capabilities across the business.

What We’re Looking For:

Solid engineering fundamentals





Strong Python skills.

Experience with backend frameworks like FastAPI, Flask, or Django.

Solid understanding of databases, APIs, authentication, distributed systems, and cloud infrastructure.

Comfortable with SQL and NoSQL databases.

- Ability to debug and work through unfamiliar systems independently.

Applied AI experience

Hands-on experience with:

LLM APIs (OpenAI, Anthropic, Gemini)

Prompt engineering and structured outputs

Tool/function calling

RAG and vector search

AI agents and workflows

Model evaluation and observability

You should know when to use LLMs and when not to.

Product & problem-solving ability

Ability to structure loosely defined problems independently.

Strong product intuition and bias toward simple, fast solutions.

Comfortable working directly with business stakeholders and users.

Ability to challenge requirements and identify root problems.

- High ownership and comfort with ambiguity.

Nice to Have

Experience building AI agents or agentic workflows

AWS or similar cloud experience

React or frontend experience

Workflow/orchestration tools

Internal enterprise tools

Fintech or regulated industry experience

- Experience taking AI prototypes to production

📌 Forward Deployed AI Engineer (Mumbai)
🏢 Neo Wealth Management
📍 Mumbai