Parallel

beparallel.com · Healthcare · Parallel builds AI agents that streamline healthcare admin workflows, seamlessly integrated with existing systems to unlock efficiency at scale.

9open roles

2new in 30 days

1closed in 30 days

0remote-eligible

slowinghiring velocity

What they're building

Medical coding agent strong signal

Today: "Our coding agent works side by side with hospital teams to deliver faster and more accurate medical coding."

Roles: Technicien(ne) de l’Information Médicale · Product Manager · Account Manager

Requirements mention: codage PMSI MCO · qualification des résultats · règles métiers · agent de codage · coding workflows

Inference: the Technicien(ne) de l’Information Médicale posting suggests Parallel is bringing PMSI MCO coding expertise in-house to define coding rules and check the results of its existing coding agent.

Agents working inside existing hospital tools moderate signal

Today: "Connected to existing systems through a remote VPN access and Robotic Process Automation just like a human would."

Roles: Product Manager · Account Manager · Forward Deployed Engineer · Senior SRE / DevOps Engineer

Requirements mention: existing hospital tools · system-level automation · on-prem infrastructure · logging, monitoring, tracing

Inference: the Forward Deployed Engineer and Senior SRE / DevOps Engineer postings point to work on deploying and monitoring automation that runs inside hospital systems, including on-prem setups.

LLM agent engineering moderate signal

Today: "Parallel builds AI agents that streamline healthcare admin workflows, seamlessly integrated with existing systems to unlock efficiency at scale."

Roles: AI Engineer · Forward Deployed Engineer · Senior Fullstack Engineer

Requirements mention: agentic LLM workflows · LLM-powered systems · AI agents · LangChain

Inference: three engineering postings ask for LLM and agent experience, which points to continued build-out of the agent stack. The postings say the work is 'starting with medical coding', but no role yet names another administrative process.

Hospital sales, marketing and account growth moderate signal

Today: "Our coding agent works side by side with hospital teams to deliver faster and more accurate medical coding."

Roles: Account Executive · Account Manager · Marketing Manager

Requirements mention: selling to complex organizations · cross-sell and up-sell opportunities · case studies · op-eds · newsletter

Inference: the sales, account and marketing postings together suggest a push to win new hospitals and grow existing accounts, backed by customer case studies and content.

Revenue operations moderate signal

Today: "We help you integrate Generative AI directly into your workflows, saving time for your teams and optimizing hospital revenue."

Roles: First RevOps

Requirements mention: Attio · commissions · billing · cash tracking · dashboards

Inference: the 'First RevOps' title indicates the first dedicated hire to set up CRM, commission, billing and cash tracking processes.

Where the headcount is going

Department	Open
Product & Engineering	4
New Business	3
Operations & Account Management	2

Half of the 10 openings are engineers building and running the agent, and the other half are people who sell, market and operate it in hospitals, including an in-house medical coding specialist.

Who they need

Seniority: 5 mid-level, 4 senior and 1 with unknown level.

Skills named most: Node.js, TypeScript, LLMs, LangChain, Hugging Face, AI agents, Terraform, Kubernetes, AWS, CI/CD, Postgres, React

Locations: All 10 roles are listed as Paris, none remote.

You'd fit if you have 5+ years of full-stack experience with Node.js, TypeScript, NestJS, Express, Prisma, Postgres and React, and can work with on-prem infrastructure (Forward Deployed Engineer, Paris).
You'd fit if you have codage PMSI MCO and primo-codage experience, understand règles de codage and qualification des résultats, and can work in French (Technicien(ne) de l’Information Médicale, Paris).
You'd fit if you have Terraform, Terragrunt, Kubernetes and AWS or GCP experience with incident response and logging, monitoring, tracing (Senior SRE / DevOps Engineer, Paris).

How to use this

If you're applying: All 10 roles are on-site in Paris, and half are in Product & Engineering. Check each posting's hard requirements before applying: PMSI MCO coding for the Technicien role, and French and English writing for the Marketing Manager.

If you're selling or recruiting: Ten open roles in Paris. 2 opened in the last 30 days (Marketing Manager and First RevOps) and 3 in the prior 30, with none closed in the last 30 days. The site announces a $20M Series A to accelerate AI agent deployment in hospitals, and the postings name Attio as the CRM.

Open roles (9)

Title	Department	Location	Posted
Marketing Manager	New Business	Paris	2026-10-15
First RevOps	Operations & Account Management	Paris	2026-10-09
Product Manager	Product & Engineering	Paris	2026-09-07
Account Manager	New Business	Paris	2026-09-07
Forward Deployed Engineer	Product & Engineering	Paris	2026-09-07
Technicien(ne) de l’Information Médicale	Operations & Account Management	Paris	2026-06-29
AI Engineer	Product & Engineering	Paris	2026-06-26
Account Executive	New Business	Paris	2026-06-17
Senior Fullstack Engineer	Product & Engineering	Paris	2026-06-03