Hourly worker marketplace connecting local businesses with skilled gig labor
Instawork operates a two-sided marketplace linking local businesses with a network of hourly workers across hospitality, manufacturing, and light industrial sectors. The tech stack reveals an engineering org actively building AI-driven tooling: they're adopting Cursor, ARKit, and GPT while investing in robotics, computer vision, and natural-language-to-SQL capabilities—suggesting a shift toward agent-first interfaces and automated workflow design rather than traditional marketplace matching.
Notable leadership hires: Machine Learning Lead, Campus Lead
Instawork connects local businesses and skilled hourly professionals through a flexible work platform. Founded in 2016 and based in San Francisco, the company operates across restaurants, hospitality, manufacturing, warehousing, and light industrial verticals. The platform handles recruiting, hiring, and shift-based staffing at scale. The org spans 501–1,000 employees with active hiring across the United States, Canada, Mexico, and India, with notable focus on sales expansion and machine-learning infrastructure development.
Core stack includes Python, Django, React, React Native, MySQL, AWS, Salesforce, and Tableau. For AI tooling: ChatGPT, Claude, and n8n for workflow automation. Mobile development covers iOS, Android, and Swift. They're actively adopting Cursor and GPT.
Active projects include robotics AI data collection, computer vision training, agent-first marketplace interfaces, natural-language-to-SQL analytics (Vibe Analytics), automated workflow design, and internal products like Instawork Lens and Instawork Prism.
Other companies in the same industry, closest in size