Gain
gain.ai
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How Gain hires
Truth index
B 75/100
Ghost roles
0%
Stale roles
100%
Reposted roles
0%
Gain scores B on the Alion truth index (A is best, E worst), measured over 4 open roles re-checked against its own hiring board: 0% look like ghost listings, 100% have gone stale and 0% are the same role posted again. It measures how much of what this employer publishes turns into a real, finite search - not the employer as a workplace. How the index is computed
News
Your Prompt Tweak May Not Be the Reason the Score Went Up
Learn how prompt evaluation noise can make a small prompt tweak look better than it is, even with temperature 0 and provider pinning.
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Report
Jabber/XMPP: How Do We Gain Traction?
Signal Sucks, Actually When I first installed Signal in the second half of 2023 to stay in touch with a few friends who had recently switched, it did not support message edits. This completely broke the way I used instant messengers. At that point, editin
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Report
Heterogeneous Memory Design Exploration for AI Accelerators with a Gain Cell Memory Compiler
Abstract page for arXiv paper 2602.21278: Heterogeneous Memory Design Exploration for AI Accelerators with a Gain Cell Memory Compiler
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Report
US government is pushing to gain unprecedented access to your medical records - as data protections are weakening
Large datasets can be useful research tools, but current government efforts to gather medical records depend on policy and technology that falls short of protecting people's privacy.
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Report
OpenAI and Anthropic in price war as Chinese AI rivals gain ground
US groups release cheaper models after new challenges to their trillion-dollar ambitions.
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Report
Soup Raiders Goes Native: What You Gain by Building Your Own Game Engine
According to VGInsights, about 13% of games released on Steam in 2024 used a custom engine, down from 71% in 20121. So looking at this trend, why should anybody try to make their own game engine? Video Game Insights, The Big Game Engines Report of 2025. h
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S&P 500 rises to record close Friday and posts strongest week since April: Live updates
The three major averages posted their best weekly performances since April.
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Tech stack
Technologies named in job postings at Gain over the last 12 months, by layer, with the share of postings for each.
Technologies in use
11
Postings analysed
1
Stack modernity
80/100AI adopter
Languages
Python
Frameworks & libraries
FastAPI
Pydantic
Pydantic AI
pgvector
Databases
PostgreSQL
Cloud & platforms
GCP
GitHub Actions
Google Cloud Run
Developer tools
Docker
AI & ML
LLM
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Salary insights
Compensation ranges based on this company's open jobs
Median
$130k
Typical range
$75k – $160k
Open positions
4
3
Jobs
Junior
66.7%
Senior
33.3%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 2 | $130k | $120k – $140k |
| Senior | 1 | $160k | $160k |
Highest paying role
Intelligence Origination – Senior Credit Reporter
$160k
Normalized to USD per year
Growth
Hiring Momentum
50/100
Stable
Open positions
10
1 opened / 2 closed in 30 days
Median time-to-fill
108 days
faster than 13% of the market
ATS activity
Every ~4 hours
Today
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Finance
75% ▼
AI/ML
13% ▲
Customer Success
13% ▲
Activity Timeline
Removed Rest API from stack
Sep 2026
Added Rest API to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
6
Hiring now
3
Countries
6
Busiest office
New York
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Headquarters
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Office with open vacancies
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New York
United States
Corporate office
New York
5 open roles 2 posted in 90 days $124k Avg Salary
hires for Finance, Sales
12 E 49th St. 8th Floor, NY 10017, New York, USA
Bengaluru
India
Corporate office
Bangalore
4 open roles 3 posted in 90 days 25% engineering
hires for Finance, Analytics
The Hive, VR Bengaluru, Bangalore — 560048, India
London
United Kingdom
Sales office
London
3 open roles 2 posted in 90 days
hires for Finance, Customer Success
51 Moorgate, EC2R 6BH,London, United Kingdom
Amsterdam
Netherlands
Regional office
Amsterdam
1 posted in 90 days
Apollolaan 151, 1077 AR, Amsterdam, Netherlands
Warsaw
Poland
Regional office
Warsaw
ul. Ludwika Waryńskiego 3a 00-645, Warsaw, Poland
Frankfurt am Main
Germany
Regional office
Frankfurt
k1 business club, Neue Rothofstraße 13-19, 60313, Frankfurt, Germany