Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Metriport

metriport.com · Healthcare · Complete real-time patient context from every source that matters - transformed into relevant intelligence for your care teams and their AI agents.

17open roles
15new in 30 days
1closed in 30 days
7remote-eligible
acceleratinghiring velocity

What they're building

Clinical data ingestion and normalization platform strong signal

Today: Thousands of documents in, one record out

Roles: Staff Data Engineer · Senior Data Engineer

Requirements mention: distributed processing · lakehouses · streaming · open table formats · Snowflake

Inference: the company is scaling the data pipeline that ingests clinical data from external sources, as its two data engineering roles ask for Spark, Iceberg or Delta, and Snowflake experience.

Public API and integration layer strong signal

Today: API, data warehouse, EHR apps, or embeds - deploy where teams already work

Roles: Staff Software Engineer · Senior Software Engineer

Requirements mention: public APIs · event-based systems integrations · complex integrations with external systems · distributed systems

Inference: the company is investing further in its existing public API, which the Senior Software Engineer posting calls the core product customers build on.

Customer implementation and technical account management moderate signal

Today: Thousands of documents in, one record out

Roles: Senior Implementation Engineer · Technical Account Manager · Head of Customer Success

Requirements mention: software implementation · API documentation · Troubleshoot and debug customer issues · Legacy EHRs

Inference: the company is adding technical staff to onboard and support customers connecting legacy EHR data, based on three Customer Success roles.

Sales leadership and account executive hiring moderate signal

Today: Make data your advantage. For every healthcare organization, from startup to enterprise.

Roles: Account Executive · Head of Sales

Requirements mention: SaaS sales · B2B SaaS sales · enterprise sales · compliance-heavy sales cycles

Inference: the company is hiring sales leadership and an Account Executive, which suggests it is formalizing how it sells to healthcare organizations.

Interoperability standards and TEFCA-related work moderate signal

Today: C-CDA, HL7v2, scanned documents, and native FHIR are all converted to FHIR R4

Roles: Staff Technical Product Manager · Strategic Projects Lead

Requirements mention: HL7v2 · TEFCA · IHE · Regulatory & Governance Fluency · healthcare interoperability

Inference: the company is working on the standards and regulatory side of health data exchange, based on a product manager posting that lists HL7v2, TEFCA and IHE, and an operations role on the wider interoperability landscape.

AI and ML models over clinical data weak signal

Today: AI summaries, suspected conditions, and HEDIS care gaps, read off the whole record.

Roles: Senior AI/ML Engineer

Requirements mention: LLMs · evaluation · monitoring · retraining

No inference: only one role points here.

Where the headcount is going

DepartmentOpen
Engineering7
Customer Success3
Sales2
Operations2
Product2
People1

Seventeen roles are open, sixteen of them posted in the last 30 days, with Engineering the largest group at seven, followed by Customer Success at three.

Who they need

Seniority: Ten senior, three staff, one director, one manager, one mid-level, and one unspecified.

Skills named most: Snowflake, TypeScript, AWS CDK, Node.js, FHIR server, Python, Lambda, PostgreSQL/Aurora, React, TEFCA, HL7, healthcare interoperability

Locations: All 17 roles are listed in San Francisco. Seven are marked remote; the postings do not name a country for remote work.

How to use this

If you're applying: Engineering, including data and AI/ML, is the largest group at seven of seventeen roles, and most openings across all departments are senior level. All roles are listed in San Francisco and seven are marked remote. Two Product roles, Product Design and Design Engineer, ask for design system and data-dense UI experience. Check the hard requirements in each posting, such as Node.js, TypeScript, Spark, or Python, before applying.

If you're selling or recruiting: Sixteen of seventeen roles opened in the last 30 days, so hiring is active. Engineering has seven roles and Customer Success three. The two sales roles are Account Executive and Head of Sales, both in San Francisco. Both list Hubspot, and the Account Executive posting also lists Salesloft, Surfe, Dripify and Nooks.

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Open roles (17)

TitleDepartmentLocationPosted
Head of Customer SuccessCustomer SuccessSan Francisco2026-10-10
Account ExecutiveSalesSan Francisco2026-10-10
Technical RecruiterPeopleSan Francisco2026-10-19
Technical Account ManagerCustomer SuccessSan Francisco (remote)2026-10-23
Strategic Projects LeadOperationsSan Francisco2026-10-07
Staff Software EngineerEngineeringSan Francisco (remote)2026-10-13
Staff Data EngineerEngineeringSan Francisco (remote)2026-10-07
Senior Software Engineer, Internal ToolsEngineeringSan Francisco (remote)2026-10-07
Senior Software EngineerEngineeringSan Francisco (remote)2026-10-07
Senior Implementation EngineerCustomer SuccessSan Francisco2026-10-07
Senior Data EngineerEngineeringSan Francisco (remote)2026-10-13
Senior AI/ML EngineerEngineeringSan Francisco (remote)2026-10-07
Product DesignProductSan Francisco2026-10-07
Head of SalesSalesSan Francisco2026-10-07
Design EngineerProductSan Francisco2026-10-13
Staff Technical Product ManagerEngineeringSan Francisco2026-09-21
Strategic Finance LeadOperationsSan Francisco2026-09-15