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Company profile

Gain Tech Stack

Private markets intelligence platform for deal sourcing and M&A research

Venture Capital and Private Equity Principals New York City 501–1,000 employees Privately Held
gain.ai LinkedIn

Gain runs a data and AI platform that helps investors, advisors and corporates source and evaluate private-market deals, built on Go, TypeScript, React, Python and PostgreSQL on GCP. Hiring leans heavily toward junior data and research roles across India, China, the US and the UK, and job posts repeatedly cite the lack of a single source of truth and scaling data workflows. That points to a company expanding its human-curated research layer faster than its tooling can absorb.

Tech Stack 33 technologies

Core StackGo TypeScript React Python PostgreSQL LinkedIn Ads Google Ads Slack Adobe Illustrator Adobe Premiere Pro Figma Monday.com Pitchbook Preqin FactSet Bloomberg Capital IQ Meta Ads Manager Framer Google Analytics 4 Single Sign-On GCP Material-UI Notion Adobe After Effects Midjourney Grok Sora Photoshop Frame.io+3 more

What Gain Is BuildingChallenges and projects from their job posts

◆Challenges

  • No single source of truth or data taxonomy
  • Scaling data workflows and capture speed
  • Expanding real-time credit intelligence coverage
  • Keeping research content and company profiles current
  • Scaling the research team

▲Active Projects

  • Lenders product roadmap development
  • Vendor data integration
  • Automating and optimizing data workflow processes
  • M&A transaction identification and deal opportunity mapping
  • Company and investor profile maintenance
  • Sector research

Hiring Activity

Accelerating10 roles · 5 in 30d

Department

Data
7
Research
2
Finance
1
Sales
1

Seniority

Junior
6
Mid
4
Senior
1
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About Gain

Gain operates a private markets platform that combines company and deal intelligence, AI-assisted workflows and clients' own data for deal sourcing, evaluation and execution. Its users include private equity investors, M&A advisors, consultancies and corporate development teams. The company is privately held, headquartered in New York City, and has 501–1,000 employees. It maintains offices in New York, London, Amsterdam, Frankfurt, Stockholm, Warsaw and Bangalore. Its specialties span private equity, M&A, deal origination, investment banking and advanced analytics.

HeadquartersNew York City
Company Size501–1,000 employees
Hiring MarketsIndia, China, United States, United Kingdom

Frequently Asked Questions

What tech stack does Gain use?

Gain's engineering stack includes Go, TypeScript, React, Material-UI, Python and PostgreSQL on GCP, with Single Sign-On. Its teams also use data sources like Pitchbook, Preqin, FactSet, Bloomberg and Capital IQ, plus Slack, Notion and Figma.

Is Gain hiring data analysts?

Yes. Data is Gain's dominant hiring area, followed by research, with mostly junior and mid-level roles. Hiring velocity is accelerating across India, China, the United States and the United Kingdom.

What is Gain working on?

Job posts point to a lenders product roadmap, vendor data integration, data workflow optimization, M&A transaction identification, deal opportunity mapping and ongoing company and investor profiling.

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How this profile is built

Gain'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.