Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Vitalize

vitalize.care · Healthcare · Vitalize is the one AI platform that unifies staffing, scheduling, flow, and capacity—replacing reactivity with proactive, optimized operations.

20open roles
12new in 30 days
2closed in 30 days
20remote-eligible
acceleratinghiring velocity

What they're building

Decision engine behind staffing recommendations strong signal

Today: "the one AI platform that unifies staffing, scheduling, flow, and capacity" (vitalize.care)

Roles: Principal Engineer · Staff Engineer · Senior Full Stack Engineer · Senior Product Engineer

Requirements mention: decision engine · staffing recommendations, alerts, and workflows · staffing rules, hospital policies, patient needs, and operational constraints

Inference: four engineering roles name the decision engine behind staffing recommendations, which suggests continued investment in the recommendation logic that the site describes as already live with health systems.

Platform infrastructure, developer tooling and security weak signal

Today: Posting: the Platform Team covers infrastructure from localhost to production, developer tooling, and security.

Roles: Platform Engineer

Requirements mention: AWS · Kubernetes · EKS cluster · Terraform · security and compliance

Not inferred: single role, so no next step is suggested.

Marketing to health systems strong signal

Today: "Vitalize generates measurable ROI for Health Systems" (vitalize.care)

Roles: Head of Marketing · Growth and Demand Generation · Product Marketing · Brand Marketing · Content Marketing

Requirements mention: account-based marketing programs · enterprise pipeline · sales enablement · positioning and messaging · healthcare

Inference: five Growth roles, including a Head of Marketing, point to a marketing team being assembled to reach health system buyers.

Deployment, integration and customer success for health systems strong signal

Today: "We work as a true operating partner to health systems." (vitalize.care)

Roles: VP, Customer Success & Delivery · Deployment Strategist · Enterprise Solutions · Customer Success Manager · Product Support Specialist

Requirements mention: enterprise-wide go-lives · integration architecture · healthcare interoperability · CS-led expansion motion · AI-augmented support strategy

Inference: five Customer Experience roles covering go-lives, integrations, support and expansion suggest the post-sale delivery team is growing.

Recruiting function weak signal

Today: No site or posting statement describes this; roles only.

Roles: Founding Technical Recruiter · Recruiting Operations Coordinator

Requirements mention: full-cycle technical recruiting experience · recruiting systems · Recruiting Operations · building automations

Not inferred: two roles only, so no next step is suggested.

Where the headcount is going

DepartmentOpen
Customer Experience7
Product & Eng7
Growth5
G&A1

Of 18 open roles, 6 are Product & Eng, 5 are Growth, 5 are Customer Experience and 2 are G&A; 9 opened in the last 30 days against 5 in the prior 30, with 1 closed.

Who they need

Seniority: Mostly senior and mid-level: 6 senior, 6 mid, 2 staff, 1 principal, 1 director, 1 VP, plus 1 with no level stated.

Skills named most: TypeScript (5), React (5), Effect (5), Bun (5), TanStack Router (4), B2B SaaS (4), PlanetScale (3), healthcare (2), workforce management (2), HRIS (2), payroll (2), ROI (2)

Locations: San Francisco HQ (15), Remote (2), Remote- East Coast (1). All 18 roles are flagged remote, including the 15 listed at San Francisco HQ, so confirm remote terms for those roles.

How to use this

If you're applying: Product & Eng is the largest group at 6 of 18 roles, and TypeScript, React, Effect and Bun each appear in 5 postings. Growth and Customer Experience have 5 roles each. Check the fit lines against your stack and location before applying. The Product Support Specialist role is the only one tied to the East Coast.

If you're selling or recruiting: Roles are mostly listed at San Francisco HQ and flagged remote. 9 opened in the last 30 days, up from 5 in the prior 30. Growth and Customer Experience hiring is relevant if your offer covers health system marketing, deployment or support. Customer Success Manager (open since 2025-12-18) and Senior Product Engineer (open since 2026-06-03) have been open longest.

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Open roles (20)

TitleDepartmentLocationPosted
Implementation Project ManagerCustomer ExperienceRemote (remote)2026-10-21
Implementation SpecialistCustomer ExperienceRemote (remote)2026-10-21
Senior Product DesignerProduct & EngSan Francisco HQ (remote)2026-10-19
Staff Product DesignerProduct & EngSan Francisco HQ (remote)2026-10-13
Recruiting Operations CoordinatorG&ASan Francisco HQ (remote)2026-10-09
Brand MarketingGrowthSan Francisco HQ (remote)2026-10-06
Content Marketing GrowthSan Francisco HQ (remote)2026-10-06
Growth and Demand Generation GrowthSan Francisco HQ (remote)2026-10-06
Product Marketing GrowthSan Francisco HQ (remote)2026-10-06
Enterprise SolutionsCustomer ExperienceSan Francisco HQ (remote)2026-10-05
VP, Customer Success & DeliveryCustomer ExperienceSan Francisco HQ (remote)2026-10-05
Platform Engineer Product & EngRemote (remote)2026-09-24
Deployment StrategistCustomer ExperienceRemote (remote)2026-09-03
Principal EngineerProduct & EngSan Francisco HQ (remote)2026-08-31
Staff EngineerProduct & EngSan Francisco HQ (remote)2026-08-31
Senior Full Stack Engineer Product & EngSan Francisco HQ (remote)2026-08-31
Product Support Specialist Customer ExperienceRemote- East Coast (remote)2026-08-28
Head of Marketing GrowthRemote (remote)2026-08-07
Senior Product EngineerProduct & EngSan Francisco HQ (remote)2026-06-03
Customer Success ManagerCustomer ExperienceSan Francisco HQ (remote)2025-12-18