ML & Data Engineer — Pipelines & Automation

Gurugram, IndiaLocationFull-TimeType3–6 YrsExperienceDelivery EngineeringTeam

Build the pipelines and automation that quietly remove hours from client payrolls — White City-grade, where ~80% of an operation runs itself.

What You'll Ship — First 90 Days

• Own a production pipeline behind a live client automation
• Instrument telemetry so operators see revenue daily, not monthly
• Automate one manual workflow end-to-end — and prove the hours it saved

The Stack

PythonSQLAirflow-Class OrchestrationAPIs & IntegrationsAWS / AzureTelemetry

The Bar — What We Screen For

• Production Python and SQL — you've been paged at 2am and fixed it
• Orchestration experience: Airflow-class ETL/ELT in the real world
• APIs, webhooks, integration glue — you make reluctant systems talk
• A bias to measure: if it saved hours, you can show the number

The Process Transparent by Default

Four steps. Days, not months.

~48 Hours01

Apply

Send the form with your portfolio, GitHub or LinkedIn — proof of work beats prose. Skip the cover-letter theatre; the "proudest build" question is the only essay we want. Every application is read by an engineer, not parsed by a keyword bot.

• Acknowledged in writing within 48 hours

~30 Minutes02

Conversation

Thirty minutes with a working engineer or architect — not a recruiter reading your CV back to you. We talk about what you've actually built, the trade-offs you made, and what you'd do differently. You should be interviewing us just as hard.

• Real technical talk, both directions

3–5 Days03

Build Round

A practical, tightly-scoped exercise drawn from the kind of work you'd actually do here — never a free-labour project. We review it together like a real code review: your reasoning matters as much as the result.

• Your craft, visible — your time, respected

Same Week04

Decision

A clear yes or no, with reasons either way — because a good "no" still costs you nothing but earns our respect. If it's yes, the offer reflects the brief you just read, and your first-90-days plan is already written.

• No ghosting. Ever. That's the policy.