Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Candid Health

joincandidhealth.com · Healthcare · The Founders Story: Transforming the revenue cycle with automation and building a path medical billing workflows.

35open roles
1new in 30 days
1closed in 30 days
6remote-eligible
slowinghiring velocity

What they're building

Security and compliance program strong signal

Today: The revenue cycle automation platform

Roles: Security GRC Lead · Principal Security Engineer · Application Security Engineer

Requirements mention: SOC 2, HITRUST, PCI, HIPAA, NIST · compliance-as-code · threat modeling · penetration testing · OWASP Top 10

Inference: the company is building an in-house compliance program. The Security GRC Lead posting describes turning point-in-time audits into continuous compliance telemetry for the platform.

AI features in the revenue cycle platform moderate signal

Today: Easily automate and optimize your entire revenue cycle in one place.

Roles: AI/ML Engineer (Senior) · Forward Deployed Software Engineer

Requirements mention: NLP models · deterministic (ML) vs. non-deterministic (LLM) approaches · claim submission · resubmission · AI/ML models

Inference: the company is adding AI to existing claim workflows. The AI/ML Engineer posting says the role builds AI features to automate claim submission, resubmission and workflow optimization. The Security GRC Lead posting describes the platform as powered by AI agents and a configurable rules engine.

Outbound sales and new-market selling moderate signal

Today: Fast-growing digital health companies trust Candid Health

Roles: Business Development Representative · Account Executive (Accelerated Path) · Enterprise Account Executive

Requirements mention: cold calls · outbound strategy · new logo sales · enterprise sales methodology

Inference: the company is adding outbound and enterprise sales capacity. The BDR posting ties this to expansion into new markets following its Series D. The Enterprise AE posting names ambulatory practices and health systems, which goes beyond the digital health companies the site highlights. Two of the three roles are Remote (USA) and one is in New York City.

Customer delivery, support and implementation hiring moderate signal

Today: Candid Health's Platform easily integrates with your existing custom and commercial infrastructure.

Roles: Customer Strategy & Operations · Customer Strategy & Ops - New Grad · Customer Support · Technical Program Manager - Implementation

Requirements mention: root causing denials · EDI · payer IVRs · discovery sessions · platform integrations

Inference: the company is adding staff to handle customer onboarding and claims issues such as denials. Three of these roles sit in Delivery / Customer Operations; the implementation TPM sits in Product.

Sourcing and recruiting function strong signal

Today: Fast-growing digital health companies trust Candid Health

Roles: Technical Sourcer · Technical Recruiter · Lead Recruiter (GTM) · Recruiter (GTM)

Requirements mention: 0-to-1 Strategy & Architecture · AI sourcing agents · full-cycle recruiting · top-of-funnel strategies

Inference: hiring capacity is being built ahead of further team growth. The Technical Recruiter posting says the company is helping to double its technical teams within the next year. The Lead Recruiter (GTM) posting says the team more than doubled to about 200 people in the past 18 months.

Data products and modeling weak signal

Today: robust, scalable data products for Candid clients (Data Analyst posting)

Roles: Analytics Engineer · Data Analyst

Requirements mention: data modeling · data pipelines · Snowflake · BigQuery · Redshift

No inference: two roles is too thin a signal to infer a next step.

Where the headcount is going

DepartmentOpen
Engineering13
People4
Delivery / Customer Operations3
Sales3
Product3
Finance2
Operations2
Billing Team2
Facilities1
Design1
Marketing1

Of 36 open roles, 14 are in Engineering and 14 are listed in San Francisco alone, with People (4), Sales (3), Product (3) and Delivery / Customer Operations (3) next.

Who they need

Seniority: Senior 13, mid 12, junior 5, manager 4, principal 1, intern 1 across the open roles.

Skills named most: Python (8), Terraform (8), Google Cloud Platform (6), SQL (6), BigQuery (4), PostgreSQL (4), React (4), Typescript (4), Kubernetes (4), Metabase (3), full-cycle recruiting (3), CI/CD pipelines (3)

Locations: San Francisco (14) is the largest single location, followed by New York City (6). Multi-city postings list San Francisco (CA), Denver (CO) and New York (NY). 7 roles are marked remote. 4 are listed Remote (USA): Account Executive (Accelerated Path), Enterprise Account Executive, Medical Biller and Payment Posting Specialist. The other 3 are listed against offices: Customer Support (SF, Denver, NY), and Security GRC Lead and Engineering Leader - Infrastructure & Platform (San Francisco).

How to use this

If you're applying: Engineering is the largest group and San Francisco the largest location. The common engineering stack is Python, Terraform, Google Cloud Platform, PostgreSQL and React/TypeScript. Non-engineering entry points include a Customer Strategy & Ops new-grad role and remote hourly Billing Team roles (Medical Biller, Payment Posting Specialist) that ask for CPT, ICD-10 and denials experience. Not all remote roles are Remote (USA); check each posting's listed location.

If you're selling or recruiting: Engineering has the most open roles (14), built on Python, Terraform and Google Cloud Platform. Three security and compliance roles name SOC 2, HITRUST and HIPAA. Four People roles are open, and the Technical Sourcer posting describes building AI sourcing infrastructure from 0 to 1. Sales is expanding into new markets after a Series D. Velocity is flagged slowing: 4 roles opened in the last 30 days versus 9 in the prior 30, with none closed.

Get told when Candid Health opens new roles.

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Open roles (35)

TitleDepartmentLocationPosted
AI/ML EngineerEngineeringSan Francisco2026-10-06
Customer Strategy & Operations Delivery / Customer OperationsSan Francisco (CA), Denver (CO), New York (NY)2026-09-23
Business Development Representative SalesNew York City2026-09-22
Customer ExperienceDelivery / Customer OperationsSan Francisco (CA), Denver (CO), New York (NY) (remote)2026-09-18
Technical Program Manager - ImplementationProductSan Francisco (CA), Denver (CO), New York (NY)2026-09-11
TechOps EngineerEngineeringSan Francisco2026-09-09
Account Executive (Accelerated Path)SalesRemote (USA) (remote)2026-09-03
Technical SourcerPeopleSan Francisco (CA), Denver (CO), New York (NY)2026-09-01
Technical RecruiterPeopleSan Francisco (CA), Denver (CO), New York (NY)2026-08-31
Security GRC LeadEngineeringSan Francisco (remote)2026-08-25
Product ManagerProductNew York City2026-08-24
Workplace CoordinatorFacilitiesNew York City2026-08-21
Customer Strategy & Ops - New GradDelivery / Customer OperationsSan Francisco (CA), Denver (CO), New York (NY)2026-08-20
Strategic Finance GTM LeadFinanceSan Francisco Office2026-08-11
Enterprise Account Executive SalesRemote (USA) (remote)2026-07-31
Strategic Finance Manager FinanceSan Francisco2026-07-23
Data AnalystEngineeringSan Francisco2026-07-22
Senior Product DesignerDesignSan Francisco2026-07-22
Technical Program Manager - PlatformProductSan Francisco (CA), Denver (CO), New York (NY)2026-07-13
Front End Software EngineerEngineeringSan Francisco2026-06-15
Product Marketing ManagerMarketingSan Francisco (CA), Denver (CO), New York (NY)2026-06-11
Principal Security EngineerEngineeringSan Francisco (CA), Denver (CO), New York (NY)2026-06-08
Recruiter (GTM)PeopleSan Francisco (CA), Denver (CO), New York (NY)2026-05-28
Lead Recruiter (GTM)PeopleSan Francisco2026-05-28
Executive Business Partner (NYC)OperationsNew York City2026-05-19
Executive Business Partner (San Francisco)OperationsSan Francisco2026-05-19
Application Security EngineerEngineeringSan Francisco (CA), Denver (CO), New York (NY)2026-05-18
Analytics EngineerEngineeringSan Francisco2026-05-11
Medical BillerBilling TeamRemote (USA) (remote)2026-03-25
Software Engineer (Senior)EngineeringNew York City2026-01-23
Software Engineer (Senior)EngineeringSan Francisco2026-01-23
Engineering Manager - ProductEngineeringNew York City2026-01-14
Payment Posting Specialist Billing TeamRemote (USA) (remote)2025-12-23
Forward Deployed Software EngineerEngineeringSan Francisco2025-11-08
Software EngineerEngineeringSan Francisco2025-06-03