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Timee, Inc. Tech Stack

Gig-work marketplace app addressing Japan's labor shortage

IT Services and IT Consulting 港区, 東京都 1,001–5,000 employees Founded 2017 Public Company

Timee operates a mobile app connecting workers to short-term shifts in retail and hospitality, built on Ruby/Rails + Go + AWS infrastructure now shifting toward data warehousing (adopting dbt, Snowflake, Databricks). The company is mid-scaling: hiring velocity has decelerated while actively rolling out AI-based sales tools and enterprise features, but internal pain points reveal unresolved data silos and engineering organization strain—suggesting growing pains as product scope expands beyond core marketplace matching.

Tech Stack 113 technologies

Core StackSalesforce Slack Ruby Ruby on Rails Go MySQL Docker GitHub Actions AWS Terraform Datadog Sentry AWS RDS CloudFront CircleCI GitHub Firebase Twilio GitHub Copilot Figma Apex Notion OpenAPI AWS Fargate Aurora ElastiCache Dependabot OneSignal Visualforce AWS ECS+79 more

Adoptingdbt Snowflake Databricks Kubernetes Terraform CrowdStrike SentinelOne SASE+4 more

What Timee, Inc. Is Building

◆Challenges

Labor shortage
Data integration gaps
Expanding enterprise adoption
Scaling engineering organization
Improving development productivity
Optimizing development environment for scalability
Client adoption
Expanding usage
Sales data silos
Acquiring more leads

▲Active Projects

New feature development
Store expansion
Ai-based new sales support tool
Expanding usage to other stores
Enterprise adoption expansion
Product strategy roadmap development
Ai sales support tool implementation
Increasing recruitment per location
Service planning
Exhibition lead acquisition

Hiring Activity

Decelerating550 roles · 120 in 30d

Department

Sales

134

Engineering

111

Data

59

Product

34

Legal

32

HR

31

Marketing

26

Support

22

Seniority

Mid

305

Senior

149

Manager

44

Lead

2

Notable leadership hires: Strategy Lead

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About Timee, Inc.

Timee is a public company founded in 2017, headquartered in Tokyo, operating a mobile platform that matches workers with on-demand shifts at retail and food-service locations across Japan. The app targets both labor supply-side (individuals seeking flexible work) and demand-side (stores managing staff shortages). The business is scaling: 1,001–5,000 employees, 529 open roles, with active initiatives in store expansion, enterprise adoption, and AI-assisted recruiting and sales support. Sales, engineering, and data teams form the core hiring focus.

Headquarters港区, 東京都

Company Size1,001–5,000 employees

Founded2017

Hiring MarketsJapan

Frequently Asked Questions

What tech stack does Timee use?

Timee builds on Ruby/Rails and Go, deployed via Docker and AWS (Fargate, ECS, RDS, Aurora). Observability runs on Datadog and Sentry. The stack is adopting dbt and Snowflake for data warehousing and Kubernetes for orchestration.

What is Timee working on?

Primary initiatives include geographic store expansion, AI-powered sales and recruitment tools, enterprise adoption roadmaps, and improving internal development productivity and scalability.