Company profile

Collective Tech Stack

Back-office finance platform for solopreneurs: entity formation, payroll, tax

Financial Services San Francisco, CA 51–200 employees Founded 2020 Privately Held

Collective bundles LLC and S Corp setup, payroll, bookkeeping and tax filing for self-employed operators. Its stack pairs a Django/FastAPI and React product with a full Salesforce build-out (Apex, Lightning Web Components, Marketing Cloud) and CCH tax software, a sign of a service-heavy model run by in-house accountants. Accelerating, engineering-led hiring centers on an LLM-based automation layer and a dbt/BigQuery data platform.

Tech Stack 46 technologies

Core StackSalesforce BigQuery Fivetran Python dbt Metabase Rippling AWS Terraform Slack Django React Apex JavaScript Ashby FastAPI TypeScript PostgreSQL Redis Docker GCP CCH OAuth 2.0 OIDC Salesforce Marketing Cloud Lightning Web Components SOQL SCIM Wi-Fi VLAN+16 more

What Collective Is BuildingChallenges and projects from their job posts

◆Challenges

Scaling data platform quality and reliability
High-volume tax returns during tax season
Improving the lead generation pipeline
Reducing manual overhead and client paperwork
Disaster recovery readiness
Scaling people operations

▲Active Projects

AI integration layer with LLM-driven automation
Expansion into high-growth new product verticals
Data pipelines and dbt data models
End-to-end outreach program
CI/CD system engineering
Intervention library

Hiring Activity

Accelerating20 roles · 10 in 30d

Department

Engineering

Product

Sales

Finance

Support

Data

Security

Seniority

Senior

Mid

Lead

Manager

Director

Staff

Notable leadership hires: Product Lead

Companies like Collective

200+ Financial Services companies running Salesforce and BigQuery

See the full list

About Collective

Collective is a San Francisco-based financial services company founded in 2020 that serves self-employed professionals and one-person businesses. The platform covers business entity formation, payroll, tax preparation, monthly bookkeeping and ongoing compliance in a single offering. Customers get both software and access to a support team. The company is privately held, employs 51–200 people, and currently hires in the United States across engineering, product, sales, finance, support, data and security.

HeadquartersSan Francisco, CA

Company Size51–200 employees

Founded2020

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Collective use?

Collective runs Python with Django and FastAPI, React and TypeScript, PostgreSQL and Redis on AWS and GCP with Terraform and Docker. Its data stack uses Fivetran, dbt, BigQuery and Metabase, and its CRM is Salesforce.

What is Collective working on?

Job posts point to an AI integration layer, LLM-driven automation, dbt data models and pipelines, CI/CD engineering, an end-to-end outreach program and expansion into new product verticals.

Where is Collective headquartered?

Collective is headquartered in San Francisco, California. It was founded in 2020, has 51–200 employees, and hires in the United States.

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How this profile is built

Collective's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.