Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

H1

h1.co · Healthcare · H1 helps life sciences, pharma, health plans and digital health organizations identify key providers and prescribers, accelerate clinical trials, and advance patient care everywhere.

25open roles
9new in 30 days
4closed in 30 days
6remote-eligible
slowinghiring velocity

What they're building

Healthcare data foundation and data feeds (data lake, entity resolution, feed delivery) strong signal

Today: Data solutions and API solutions: structured healthcare data delivered to life sciences customers, plus provider directory data ingestion (DAM)

Roles: Sr. Director, Software Engineering · Sr. Director, Product Manager - Data Feeds · Data Engineer II- Life Sciences · Staff Data Engineer- Data Lake · Staff Data Engineer - Emerald

Requirements mention: schema contracts · feed specifications · productization · enterprise data delivery · entity matching · entity resolution · identity mapping · Spark workloads

Inference: H1 is working to productize its data as governed feeds for pharma and life sciences customers (schema contracts, versioning, QA gates), with entity resolution across physicians, organizations and trials underneath.

Medical affairs and clinical intelligence products moderate signal

Today: Empower your medical affairs team with real-time HCP insights and AI-driven intelligence; clinical trial site selection and recruitment

Roles: Sr. Product Manager, Medical Affairs & HCP Intelligence · Group Product Manager, Clinical · Senior Forward Deployed Software Engineer

Requirements mention: discovery with medical affairs users · HCP intelligence platform · medical affairs product surface · clinical data standards · multi-quarter roadmap · Medical and Clinical Products platforms

Inference: H1 is adding product ownership and customer-embedded engineering to its medical affairs and clinical products. The forward-deployed role works with client Salesforce data models and GTM workflows.

Doctor and research site profile network weak signal

Today: For research sites (site heading); identifying trial sites and investigators

Roles: Sr. Product Manager, Doctor & Research Site Profiles

Requirements mention: marketplace or network dynamics · zero-to-one products · credentialing · enrollment

No inference drawn; one posting, described in its own words as building the 'LinkedIn of medicine', a two-sided provider network.

AI/LLM features in product engineering weak signal

Today: An AI-powered platform for identifying and engaging the right doctor (site description)

Roles: Backend Engineer II - Healthcare

Requirements mention: LangChain · Vercel AI SDK · RAG architectures · OpenAI · Anthropic

No inference drawn; one posting lists an explicit LLM stack. 'AI assistants' and 'AI tooling' also appear in the Sr. Revenue Operations Analyst and Data Feeds PM postings.

Acquisitions weak signal

Today: n/a; corporate function

Roles: Corporate Development Associate

Requirements mention: financial due diligence · synergies analysis · pro-forma financial modeling · valuation modeling

No inference drawn; one posting, which states that H1's inorganic growth strategy is maturing as it pursues acquisitions on a larger scale.

Revenue operations and pharma customer success weak signal

Today: Clinical, Medical and Commercial solutions sold to pharma (site headings)

Roles: Sr. Revenue Operations Analyst · Revenue Operations Analyst · Principal Customer Success Manager - Pharma

Requirements mention: pipeline health · CRM data quality · Deal Desk workflows · renewals · expansion opportunities · Medical & Commercial product lines

No inference drawn; weak signal. These are two Revenue Operations analyst roles (US Remote, India Remote) and one pharma CSM role (US Remote).

Where the headcount is going

DepartmentOpen
Engineering7
Product6
Sales Reps4
Research & Content2
Finance2
Technical Excellence1
Sales Operations1
Client Delivery1
Customer Success1

Engineering (7) and Product (5) make up 12 of 18 open roles, mostly in New York (11), concentrated on data infrastructure and on clinical and medical affairs products. Sales Operations (2), Research & Content (2), Customer Success (1) and Finance (1) are smaller.

Who they need

Seniority: Mostly senior and above: 5 senior, 3 director, 2 principal, 2 staff, 4 mid, 1 manager, 1 unknown.

Skills named most: Python, SQL, PostgreSQL, Apache Spark, PySpark, Airflow, entity resolution, data quality, healthcare data, Kubernetes, Salesforce, dashboards

Locations: New York (11), US Remote (3), India Remote (2), Hyderabad (1), Copenhagen (1), as listed in the postings; 4 of 18 roles are remote.

How to use this

If you're applying: Data engineers with Python, Spark, SQL and entity resolution experience have the most openings, mostly in New York and not remote. Product candidates should bring medical affairs, clinical data standards or healthcare identifier (NPI) knowledge. Check each posting's location and remote status against your own before applying.

If you're selling or recruiting: The data foundation and data feeds group has the most open roles (5), including two Sr. Director titles, followed by the clinical and medical affairs product team. One backend posting lists an LLM stack (LangChain, OpenAI, Anthropic), and a Corporate Development hire is tied to larger-scale acquisitions. New postings have slowed: 2 opened in the last 30 days versus 7 in the prior 30, with none closed.

Get told when H1 opens new roles.

Weekly, only when something changed. One click to stop.

Open roles (25)

TitleDepartmentLocationPosted
Lead Product Design - B2B SaaSProductNew York2026-10-22
Sr. Account Manager - EnterpriseSales RepsUS Remote (remote)2026-10-21
Sr. Account Manager - Health PlansSales RepsUS Remote (remote)2026-10-19
Principal Analyst, Clinical Data IngestionResearch & ContentNew York2026-10-19
Staff Software Engineer, Directory Accuracy (Health Plans)EngineeringNew York2026-10-19
Corporate Development ManagerFinanceUS Remote2026-10-16
Sr. AWS Cloud Infrastructure EngineerTechnical ExcellenceNew York2026-10-16
RVP, Health Plans & Technology SalesSales RepsNew York2026-10-15
Staff AccountantFinanceUS Remote (remote)2026-10-14
Strategic Client Partner, ClinicalSales RepsUS Remote2026-09-16
Sr. Revenue Operations AnalystSales OperationsUS Remote (remote)2026-09-15
Sr. Data AnalystClient DeliveryNew York2026-09-15
Data Engineer II- Life SciencesEngineeringNew York2026-09-14
Research AnalystResearch & ContentHyderabad2026-09-11
Sr. Director, Software EngineeringEngineeringNew York2026-09-08
Backend Engineer II - HealthcareEngineeringNew York2026-09-04
Sr. Director, Product Manager - Data FeedsProductNew York2026-08-24
Sr. Product Manager, Doctor & Research Site ProfilesProductNew York2026-08-06
Principal Customer Success Manager - PharmaCustomer SuccessUS Remote (remote)2026-07-31
Sr. Software Engineer - Search & InsightsEngineeringIndia Remote (remote)2026-07-23
Director, Clinical Product ManagementProductCopenhagen2026-07-17
Sr. Product Manager, Medical Affairs & HCP IntelligenceProductNew York2026-07-09
Group Product Manager, ClinicalProductNew York2026-07-09
Staff Data Engineer- Data LakeEngineeringNew York2026-06-03
Staff Data Engineer - EmeraldEngineeringNew York2026-06-03