Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Broccoli AI

broccoli.com · B2B · AI voice assistants built for the trades industry

35open roles
4new in 30 days
2closed in 30 days
5remote-eligible
slowinghiring velocity

What they're building

Engineering on the AI intelligence layer that runs front-office operations strong signal

Today: Your AI platform for home services.

Roles: Staff Software Development Engineer, Bangalore · Software Development Engineer II, Bangalore · Software Development Engineer III, Bangalore · Software Engineer

Requirements mention: AI intelligence layer · developer velocity · frontend systems · improve system reliability, performance, and developer velocity

Inference: four engineering roles, three of them in Bangalore, all name the AI intelligence layer. This suggests the platform layer under the agents is being staffed up, with Bangalore as a second engineering base.

Customer data layer and Intelligence Platform moderate signal

Today: AI agents for plumbing, HVAC and electrical contractors that book jobs in ServiceTitan

Roles: Founding Data Engineer · Strategy & Operations Manager

Requirements mention: data modeling · entity resolution · freshness checks · dbt · ClickHouse · data work

Inference: the postings describe a unified data layer behind customer-facing dashboards and cross-customer benchmarks. This suggests analytics and benchmarking are being built as a product alongside the agents.

Rolling out and deploying AI agents for customers moderate signal

Today: AI agents that book jobs in ServiceTitan and connect to customers' CRMs

Roles: AI Transformation Lead · AI Customer Strategy Lead · Implementation Manager

Requirements mention: rollout · deployment · implementation · prompt flows · voice logic · multi-location

Inference: three roles (two in San Francisco, one remote in Lehi, Utah) cover getting customers live. This suggests more customers, including multi-location ones, are being onboarded onto the agents.

Adding outbound sales capacity moderate signal

Today: AI voice agents that answer calls and book jobs for home service businesses

Roles: SDR Manager · Sales Development Representative (SDR) · Account Executive, Mid-Market

Requirements mention: Book demos and meetings · outbound sequences · high-velocity B2B SaaS sales · quota

Inference: two roles (SDR Manager, SDR) are in Lehi, Utah and the Account Executive, Mid-Market is remote in the United States. Together they point to building an outbound SDR team that books meetings for account executives.

Value-creation and PE-facing strategy work moderate signal

Today: AI Is the Most Powerful EBITDA Lever in a Generation.

Roles: AI Strategy Senior Director · AI Strategy Lead · Founding Business Development Lead, Private Equity

Requirements mention: PE value creation · EBITDA impact · EBITDA story · value creation narrative

Inference: three San Francisco roles ask for PE value-creation and EBITDA experience, including a founding PE business development role. This suggests a sales channel to private equity owners of home service companies, built on the EBITDA pitch on the site.

Customer success for AI agents at scale moderate signal

Today: AI agents such as the AI CSR, Happy Call Specialist and Membership Agent

Roles: Head of AI Success · Customer Success Manager · Director of Technical Success

Requirements mention: AI-powered success engine · health scoring · NDR · churn · optimizing AI agents · expansion and upsell playbooks

Inference: the Head of AI Success posting describes a success engine that scales from 500 to 5,000+ customers. This suggests retention and expansion are being built as a function.

Where the headcount is going

DepartmentOpen
Engineering10
Strategy and Operations8
Sales6
Talent3
Customer Success3
Marketing3
Customer Support2

Of 34 open roles, Engineering (10) and Strategy and Operations (8) account for over half, ahead of Customer Success 4, Talent 4, Sales 3, Marketing 3 and Customer Support 2, so hiring is weighted toward building the product and toward strategy and customer deployment work rather than toward sales headcount.

Who they need

Seniority: Senior 8, mid 9, manager 6, director 5, staff 2, vp 1, junior 1, intern 1, unknown 1, so half of open roles are mid-level or senior, and manager and director roles make up about a third.

Skills named most: ServiceTitan, AI agents, onboarding, Ashby, reporting, AI intelligence layer, implementation, AI tools, troubleshooting, SQL, ROI, frontend systems

Locations: San Francisco 21 roles, Lehi, Utah 8, Bangalore, India 4, United States 1; 5 roles are remote, four tied to Lehi, Utah and one to the United States as posted.

How to use this

If you're applying: Most open roles are in San Francisco (21) and Engineering (10) is the largest department. Engineering candidates should check the Bangalore and San Francisco listings against the ServiceTitan, AI intelligence layer and frontend systems requirements before applying; ServiceTitan appears in 27 of 34 postings.

If you're selling or recruiting: Five roles opened in the last 30 days against eight in the prior 30, with none closed, so the hiring pace is slowing. Engineering (10) and Strategy and Operations (8) hold the most open roles; Sales has 3. Broccoli is also building its own recruiting team (GTM Recruiter, Recruiting Coordinator/Sourcer and Business Recruiter all opened since mid-September), so expect most hiring to run in-house through Ashby.

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Open roles (35)

TitleDepartmentLocationPosted
Account Executive, EnterpriseSalesSan Francisco (remote)2026-10-19
Head of Enterprise SalesSalesSan Francisco2026-10-19
Head of Revenue OperationsSalesSan Francisco2026-10-19
Talent Operations AssociateTalentSan Francisco2026-10-03
GTM RecruiterTalentLehi, Utah2026-09-16
AI Transformation LeadStrategy and OperationsSan Francisco2026-09-14
People Operations Associate / ExecutiveTalentBangalore, India2026-09-14
AI Tech Support (Early Shift)Customer SupportLehi, Utah (remote)2026-08-31
Chief of StaffStrategy and OperationsSan Francisco2026-08-31
Customer Success ManagerCustomer SuccessLehi, Utah (remote)2026-08-31
Founding Business Development Lead, Private EquityStrategy and OperationsSan Francisco2026-08-28
Founding Data EngineerEngineeringSan Francisco2026-08-18
Strategy & Operations ManagerStrategy and OperationsSan Francisco2026-08-17
SDR ManagerSalesLehi, Utah2026-08-14
Staff Software Development Engineer, BangaloreEngineeringBangalore, India2026-08-02
AI Customer Strategy LeadStrategy and OperationsSan Francisco2026-07-30
Head of MarketingMarketingSan Francisco2026-07-30
AI Tech SupportCustomer SupportLehi, Utah2026-07-29
Product ManagerEngineeringSan Francisco2026-07-29
Account Executive, Mid-MarketSalesUnited States (remote)2026-07-27
Sales Development Representative (SDR)SalesLehi, Utah2026-07-24
Product Marketing LeadMarketingSan Francisco2026-07-09
Software Development Engineer II, BangaloreEngineeringBangalore, India2026-07-06
Software Development Engineer III, BangaloreEngineeringBangalore, India2026-07-06
AI Strategy Senior DirectorStrategy and OperationsSan Francisco2026-06-18
Head of EngineeringEngineeringSan Francisco2026-05-29
Implementation ManagerCustomer SuccessLehi, Utah (remote)2026-05-21
Head of GrowthMarketingSan Francisco2026-05-20
Strategy & Operations LeadStrategy and OperationsSan Francisco2026-05-12
Senior Product ManagerEngineeringSan Francisco2026-05-11
AI Strategy LeadStrategy and OperationsSan Francisco2026-05-11
Head of AI SuccessCustomer SuccessSan Francisco2026-04-23
Staff Software EngineerEngineeringSan Francisco2025-12-18
Senior Software Engineer EngineeringSan Francisco2025-12-18
Software Engineer EngineeringSan Francisco2025-12-18