Staff Engineer - AI

Circana; Bengaluru; On-site; INR 2,400,000 - 4,200,000; Full time

Job summary

Circana is seeking a Forward Deployed Engineer to build and deploy agentic systems that reason, plan, and act on consumer data at scale from Bangalore. You will work with architects and domain experts to take agents from design to production, owning the implementation and iteration of end-to-end AI solutions.

Responsibilities include crafting prompts, tool integration, evaluation suites, and prototyping to move decisions forward.

Qualifications

• Track record of building and shipping agentic systems that reached real users.

Responsibilities

• Build AI solutions and Agents end to end: graphs, tools, MCP servers, and the services behind them, from design through production and iteration.
• Practice the working craft of agents and their harness daily: context management, prompt design, plan construction, tool result shaping, and guardrails.
• Build and maintain the evaluation sets and regression suites that measure whether an agent is improving; investigate failures down to the step that caused them.
• Work directly with domain experts: collect the questions practitioners really ask, map them to the right capability, and resolve ambiguity at the source.
• Debug from traces: reproduce, isolate, fix, and add the test that prevents recurrence.
• Automate the development loop itself: turn repeated manual work into commands, hooks, and subagents.
• Move decisions forward with working prototypes.

Skills

Agentic systems

Python

Prompting

Tool design

Context management

Structured outputs

Communication

TypeScript

SQL

React

Data engineering

Observability tooling

Claude Code

Tools

LangGraph

Google ADK

Microsoft Agent Framework

GCP Vertex AI

Azure AI Foundry

Claude Code

Job description

Let’s be unstoppable together! Circana is a leading provider of technology, AI, and data solutions for consumer packaged goods companies, manufacturers, and retailers. Our predictive analytics and Liquid Data® platform help clients measure market share, uncover consumer behavior, and drive growth—powered by six decades of expertise and an expansive, high-quality data set.

At Circana, we are fueled by our passion for continuous learning and growth, we seek and share feedback freely, and we celebrate victories both big and small in an environment that is flexible and accommodating to our work and personal lives. We’re a global company dedicated to fostering inclusivity and belonging. We value and celebrate the unique experiences, cultures, and viewpoints that each individual brings. By embracing a wide range of backgrounds, skills, expertise, and beyond, we create a stronger, more innovative environment for our employees, clients, and communities. With us, you can always bring your full self to work. Join our inclusive, committed team to be a challenger, own outcomes, and stay curious together. Circana is proud to be Certified™ by Great Place To Work®. This prestigious award is based entirely on what current employees say about their experience working at Circana. Learn more at www.circana.com.

Role Overview

Circana is building an agentic ecosystem on the industry's richest view of consumer behavior: intelligent systems that reason, plan, and act across the data the world's largest brands and retailers run on. Forward Deployed Engineers are the delivery core of that effort. Working in small pods alongside an architect and domain experts, they take agents from design to production, make the engineering calls along the way, and own whether the result works.

Job Responsibilities

• Build AI solutions and Agents end to end: graphs, tools, MCP servers, and the services behind them, from design through production and iteration.
• Practice the working craft of agents and their harness daily: context management, prompt design, plan construction, tool result shaping, and guardrails.
• Build and maintain the evaluation sets and regression suites that measure whether an agent is improving; investigate failures down to the step that caused them.
• Work directly with domain experts: collect the questions practitioners really ask, map them to the right capability, and resolve ambiguity at the source.
• Debug from traces: reproduce, isolate, fix, and add the test that prevents recurrence.
• Automate the development loop itself: turn repeated manual work into commands, hooks, and subagents.
• Move decisions forward with working prototypes.

Requirements

• A track record of building and shipping agentic systems that reached real users.
• Deep practical craft with models: context management, prompting, plan generation, structured outputs, and tool design.
• Strong Python; productive in an unfamiliar codebase quickly.
• Experience running agentic workloads on a major cloud platform; ours can be learned quickly.
• Fluent daily use of agentic coding tools; Claude Code preferred.
• Clear written communication under time pressure.
• Demonstrated self-direction: work they initiated, built, or fixed without being asked.

Preferred

• Production experience across multiple model families.
• Working TypeScript and solid SQL.
• Front end capability: React, TypeScript, CopilotKit or similar.
• Data engineering on large transactional datasets.
• Evaluation and observability tooling.
• Contributions to agent frameworks or MCP servers.

Tech Stack & Tools

• Orchestration: LangGraph, Google ADK, Microsoft Agent Framework
• Models: Anthropic, Google, OpenAI, open-weight families
• Cloud: GCP Vertex AI, Azure AI Foundry
• Protocols: MCP, A2A, AG-UI, A2UI
• Engineering: Python, TypeScript, SQL, Claude Code
• Delivery: evaluation harnesses as CI, tracing and observability tooling

Circana Behaviors

• Stay Curious: Being hungry to learn and grow, always asking the big questions.
• Seek Clarity: Embracing complexity to create clarity and inspire action.
• Own the Outcome: Being accountable for decisions and taking ownership of our choices.
• Center on the Client: Relentlessly adding value for our customers.
• Be a Challenger: Never complacent, always striving for continuous improvement.
• Champion Inclusivity: Fostering trust in relationships engaging with empathy, respect, and integrity.
• Commit to each other: Contributing to making Circana a great place to work for everyone.

Location

This position can be located in the following area(s): Bangalore.

Prospective candidates may be asked to consent to background checks (in accordance with local legislation and our candidate privacy notice ) Your current employer will not be contacted without your permission.