Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-19

Gumloop

gumloop.com · B2B · Gumloop is the multiplayer AI agent builder. Let anyone at your company build agents with any AI model, any integration while IT controls access.

12open roles
5new in 30 days
1closed in 30 days
0remote-eligible
steadyhiring velocity

What they're building

Building out marketing, starting from founding roles moderate signal

Today: "Build, share, optimize & control agents" (site headline)

Roles: Founding Product Marketer · Video Content Producer · Head of Marketing

Requirements mention: positioning and messaging · battlecards · one-pagers · demand generation · enterprise sales motions

Inference: a Head of Marketing, a 'Founding' Product Marketer and a video producer are open at once, which suggests the marketing function is being set up, including positioning and sales material for enterprise buyers.

Engineering and solutions work with enterprise customers moderate signal

Today: "Enterprise-grade controls" (site heading); enterprise tier with access control, audit logging and spend analytics

Roles: Senior Forward Deployed Agentic Engineer · Solutions Engineer (Pre-Sales) · Senior Customer Success Manager

Requirements mention: enterprise environments · hands-on building · proofs of concept · technical discovery · software implementation

Inference: one engineer builds agents in customer environments, one runs pre-sales discovery and proofs of concept, and a CSM handles implementation and change management. Together they suggest Gumloop is putting technical staff on enterprise deals from pre-sale through rollout.

Supporting the existing MCP hosting and governance offering (Gumstack) weak signal

Today: Enterprise tier includes "observability via MCP gateway, MCP policy enforcement" (site text); the Solutions Engineer posting describes MCP hosting and governance through Gumstack

Roles: Solutions Engineer (Pre-Sales) · Senior Forward Deployed Agentic Engineer

Requirements mention: MCP servers · MCPs · Gumstack

Inference: two roles name MCP servers; no next step is inferred from this signal.

Product interface and brand design moderate signal

Today: The multiplayer AI agent builder (site description)

Roles: Senior Product Designer · Staff Brand Designer · Design Engineer

Requirements mention: design system · designing for developer tools · motion / interaction design · brand mascots · design language

Inference: product design, brand design and a design engineer are open together, which suggests the product interface and the brand are being worked on at the same time.

Partner channel weak signal

Today: Selling the agent builder to companies (site description)

Roles: Strategic Partnerships Lead

Requirements mention: partner-sourced pipeline · referral, co-selling · deal registration · consumption-based pricing

Inference: one role only; no next step is inferred from this signal.

Where the headcount is going

DepartmentOpen
Marketing3
Customer Success3
Design3
Operations2
Sales1

Twelve open roles, all at the San Francisco Office (Marketing 3, Design 3, Customer Success 3, Operations 2, Sales 1), with 5 opened in the last 30 days and 1 closed. No backend or core product engineering roles are open, so hiring leans toward go-to-market, customer delivery and design.

Who they need

Seniority: 5 senior, 3 mid, 2 manager, 1 staff and 1 unknown.

Skills named most: Figma (4), integrations (3), AI agents (2), MCP servers (2), APIs (2), product launches (2), design system (2), Final Cut Pro (2), Premiere Pro (2), customer research (1), sales enablement (1), Salesforce (1)

Locations: All 12 roles are listed at the San Francisco Office. None is marked remote; one role (Senior Product Designer) has no remote value given.

How to use this

If you're applying: All roles are on-site at the San Francisco Office, and 9 of 12 are in Marketing, Design and Customer Success. Two carry 'Founding' titles, so expect to set up processes rather than inherit them. Several postings, including recruiting, list Gumloop itself as a requirement, so try the product before applying.

If you're selling or recruiting: Marketing, Design and Customer Success each have three open roles. With two 'Founding' roles and an open Head of Marketing, marketing and recruiting appear to be early-stage functions. The Founding Business Recruiter is expected to automate recruiting with agents and uses Ashby. Ask how the Gumstack MCP offering is staffed. Operations roles cover recruiting and accounting, not product.

Get told when Gumloop opens new roles.

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

Open roles (12)

TitleDepartmentLocationPosted
Founding Business RecruiterOperationsSan Francisco Office2026-10-13
Founding Product MarketerMarketingSan Francisco Office2026-10-07
Senior Customer Success ManagerCustomer SuccessSan Francisco Office2026-10-06
Video Content ProducerMarketingSan Francisco Office2026-09-30
Senior Forward Deployed Agentic EngineerCustomer SuccessSan Francisco Office2026-09-25
Strategic Partnerships LeadSalesSan Francisco Office2026-09-17
Senior AccountantOperationsSan Francisco Office2026-09-09
Senior Product DesignerDesignSan Francisco Office2026-08-25
Solutions Engineer (Pre-Sales)Customer SuccessSan Francisco Office2026-08-25
Staff Brand DesignerDesignSan Francisco Office2026-08-18
Head of MarketingMarketingSan Francisco Office2026-07-29
Design EngineerDesignSan Francisco Office2026-06-30