ABOUT THE ROLE

The Data + Automation team at nCircle Tech builds the data and automation infrastructure behind decision

making across the business. Our platform runs on Databricks and AWS. We're hiring a robust software

engineer to design, build, and ship production services — including LLM-powered agents and the tooling

around them. This is a hands-on, code-first role.

WHAT YOU'LL WORK ON

● Designing, building, and productionizing LLM agents: tool-use loops, retrieval, orchestration,

evaluation, and guardrails

● Writing the production-grade services and APIs around those agents in Python and Node/TypeScript

● Deploying and operating on AWS — provisioning with IaC, wiring CI/CD, owning your code from

commit to production

● Contributing to a shared codebase with feature branches, code review, and Conventional Commits

REQUIRED

Software Engineering (the core)

● Strong Python and Node/TypeScript — writes clean, tested, production-grade code, not scripts

● Solid fundamentals: data structures, API design, error handling, testing, debugging real systems





● Feature branches and PRs; comfortable both giving and receiving code review; meaningful commit

messages

● Follows engineering standards (12-factor, testing, documentation) without hand-holding

AWS + IaC

● Real AWS experience — the environment our services run on

● Deploys with Infrastructure as Code (Terraform, CDK, or equivalent) rather than clicking through

consoles

● Comfortable with CI/CD, environment promotion, and AWS basics (S3, IAM, networking)

LLM Agents (non-negotiable)

This is a hard requirement, not a nice-to-have. We are a small team and cannot train this skill on the job

— you must already know how to build agents and be able to contribute to real work quickly.

● Has built and shipped LLM agents to production — not demos or prototypes; systems that ran and

were relied on

● Can explain the agent loop from experience: how the model decides to call a tool, observes the result,

and

📌 Data Engineer (Pune)
🏢 nCircle Tech
📍 Pune