Skip to content
CV Rocket
Get started
How it worksThe enginePricingBlogContactSign in

Open nowPosted 67 days ago

AI Engineer

India Health Link Pvt Ltd31 open roles

Where
Chennai
Get the CV for this job

From $25 per CV, paid once. No subscription.

Your applicationOpen nowAI EngineerIndia Health Link Pvt Ltd · Chennai

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on India Health Link Pvt Ltd's own form.

The reply lands in your private mailbox

3×more interviews than doing it yourself with ChatGPT.

The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market. India Health Link Pvt Ltd postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 67 days ago

India Health Link Pvt Ltd median: 1 days open

The posting

About the company and the product

India Health Link is building a new multi-tenant Hospital Management Information System (HMIS) — one platform serving many hospitals. Artificial Intelligence (AI) is planned for every module, but the core system must work perfectly with every AI feature switched off. That means AI ships as plug-ins behind a protocol, with measured quality — not as code sprinkled through the clinical modules. One engineer owns that entire layer.

Our stack: Python for the AI services, Amazon Bedrock (Mumbai region) for large language models (LLMs), TypeScript and NestJS for the core, PostgreSQL 16, Amazon Web Services (AWS) — ECS Fargate, S3, EventBridge, OpenSearch.

What you will build

• The plug-in runtime and registry: manifest and scopes, event subscriptions, and a per-hospital install and kill switch.

• The LLM gateway: model routing, prompt and version management, cost and token controls, redaction of identifiers before anything leaves the boundary, and full auditing of every request.

• The three launch plug-ins:

1 Discharge Summary Assistant — drafts a summary from the encounter record for the doctor to edit and sign.

2 Clinical Scribe — turns a consultation conversation into structured notes.

3 Coding Assist — suggests International Classification of Diseases (ICD) and procedure codes from the note.

• The evaluation harness: a golden dataset, regression runs on every prompt change, and dashboards for acceptance rate and edit distance per hospital.

Responsibilities

• Treat every output as a suggestion. Nothing your layer produces is ever written directly into a clinical or financial record without a human accepting it.

• Own quality measurement. "It looked good in testing" is not a release criterion here — acceptance rate is.

• Work with the clinical advisors to sign off outputs before a plug-in is enabled for a hospital.

• Keep patient data handling defensible: what is sent, where it is processed, what is retained, and the audit record for every call.

• Control cost per plug-in per hospital, and report it monthly.

Requirements

• Python, and comfort building and operating a production service — not only notebooks.

• Practical LLM application patterns: prompt design, structured and schema-constrained output, retrieval-augmented generation (RAG), function calling, streaming, and evaluation.

• Has shipped at least one LLM feature to real users, and can describe how quality was measured and what was changed as a result.

• Amazon Bedrock, the Anthropic API or the OpenAI API in production.

• Pragmatism: you choose the smaller model and the simpler prompt when it does the job.

Good to have

• Speech-to-text for Indian-accented English and code-switched speech — the Clinical Scribe depends on it.

• Medical coding, clinical text, or de-identification work.

• TypeScript, so you can meet the core team halfway on the gateway.

• Evaluation tooling and experiment tracking.

From $25, paid onceGet the CV for this job

What happens when you press

One press. We do the rest.

  1. A CV for this posting

    Written against India Health Link Pvt Ltd's own wording, from every piece of relevant proof in your profile.

  2. 25 readers review it

    Recruiter, hiring manager, skeptic and more read every draft, round after round. You get the best round.

    The review screen in CV Rocket: how each CV was read, round by round.

  3. We apply on India Health Link Pvt Ltd's form

    Our application engine gets through the hardest forms there are. Where a question needs you, AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

    An application in CV Rocket: every answer filled in on the employer's form.

  4. Every reply, sorted

    India Health Link Pvt Ltd's answer lands in your private mailbox, and we classify it on arrival: interview, question, rejection.

    The CV Rocket inbox: each employer reply classified as an interview, an action or a rejection.

  5. Reply with AI

    AI helps you write the email, checks it and sends it. We show you whether the recruiter read it.

  6. The interview in your calendar

    Full integration with your calendar. The invitation goes straight in.

    An interview invitation in the CV Rocket inbox, added to the candidate's calendar.
Get the CV for this job

From $25 per CV, paid once. No subscription.

Why it works

3×

more interviews than doing it yourself with ChatGPT.

ChatGPT writes a CV and never learns what happened to it. We see every reply. For each CV we know:

  • How it was written, and how the review scored it
  • When we applied, and how long after the posting went up
  • Which posting, which company, which city
  • Who got the interview, and who heard nothing

That is how we know which CVs get called.

Get the CV for this job

From $25 per CV, paid once. No subscription.

The numbers game

More applications. More interviews.

Every application goes out with its own CV, written for that posting and paid once. Send enough of them and the law of large numbers finds you the job.

Get the CV for this job
By hand5–10
With CV Rocket100
applications a day

Nearby

Live postings like this one

Same employer first, then the same role elsewhere.

Before you press

Straight answers

Get the CV for this job

From $25 per CV, paid once. No subscription.

What if my background isn't good enough?

We make the most of the background you have. The CV uses every piece of relevant proof your profile holds, and one of the 25 readers reads your whole profile and flags what the CV left out.

Do you really apply for me?

Yes, on the employer's own form, the hardest ones included. Where a question needs you, you answer it right there and AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

Is it a subscription?

No. You pay once per CV, from $25. Every application goes out with its own CV, written for that posting.

One job. One CV.
Paid once.

Pick the posting you want. We write for it, apply for you and catch the reply.

Get the CV for this job

From $25 per CV, paid once. No subscription.