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Location
In office (Gurgaon)
Seniority
Junior · 2+ years exp

First seen by Alion on Sep 7, 2026.

Overview
Company
Impact
Profile match
Aretius Advisory is an Indian consulting company that recruits founding sales, machine learning and infrastructure staff as well as ServiceNow and HR transformation project managers. Its listings include a founding account executive who sells software solutions to large enterprises. The company is based in Gurgaon, Haryana, India.

The role:

You will own the entire path from camera to customer: real-time video ingestion from factory floors with unreliable networks, GPU inference at scale, stream recovery, autoscaling, cost engineering, and the reliability of a system that customers watch live on a dashboard all day.

Who we're looking for:

We care very little about specific keywords or whether you've touched our exact stack. We care about one thing: have you taken a hard real-time system and scaled it an order of magnitude, under production pressure, where you were the person responsible?

You may never have touched video, and that's fine. Maybe you scaled a voice platform from 3K to 30K calls a day with hard latency budgets, backpressure, and failover. Maybe it was streaming, trading, or telemetry. The shape of person we want is the same: a systems thinker and first-principles reasoner who has proven they can walk into an unfamiliar, hard domain and win.

Strong signals:

- You did your best work at an early seat in a high-performing startup: small team, no safety net, outcomes on you.

- Scaled a real-time or high-throughput system (video, voice, streaming, trading, telemetry - the domain matters less than the physics) 10x+ and can explain exactly what broke at each step and what you changed.

- Deep systems fluency: concurrency and backpressure, GPU utilization, Kubernetes autoscaling, designing for partial failure, making infra dramatically cheaper without making it worse.

- Owned production end to end - design, build, deploy, on-call, and the consequences.

- Experience with video analytics or ML inference pipelines is a real plus, but it is not required. Caliber beats domain.

Who this is not for:

- If your resume is full-stack CRUD, standard backend + database work, or RAG-pipeline glue dressed up in metrics - this isn't your role.

- If you want someone else to own the architecture while you work inside it - this isn't your role. To be clear, big company experience itself is fine: an intense year on an elite team, now hungry to own the whole thing, absolutely counts. A comfortable decade maintaining one does not.

- If you're optimizing for work-life balance: we work 6 days a week, in person, in Gurgaon. The problems are hard, the pace is intense, and we like it that way. This is a build-a-company job, not a lifestyle job.

What you get:

- Industry-leading pay + meaningful founding equity (up to 1%)

- Work directly with the founders and own infrastructure company-wide

- Real physical-world problems - factories, cameras, GPUs - at a company growing fast enough that what you build matters more every month

Skills

DevOps, Kubernetes, Cloud Infrastructure, Cloud Computing, Distributed Systems, RAG

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