Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Mindrift is an expert-sourcing and AI training platform owned by Toloka (a data services enterprise owned by Nebius Group, Nasdaq: NBIS), operating primarily out of Amsterdam, Netherlands. Launched by Toloka CEO and founder Olga Megorskaya to elevate crowd-sourced data generation into high-level human feedback, Mindrift operates on a B2B data-as-a-service (DaaS), custom enterprise AI training contract, and freelance expert marketplace model.
Technologies
Tech DNA
Python
JavaScript
TypeScript
LangChain
Selenium
React.js
PostgreSQL
Redis
MySQL
AWS
Fly.io
Netlify
LLM
Claude
AI/ML
Python
C++
SQL
Docker
GitHub
LLM
OpenRouter
LangChain
Beautiful Soup
AWS
AI Agents
Prompt Engineering
PostgreSQL
Redis
Claude
Claude Code
Computer Vision
Cursor
NumPy
PyTorch
SciPy
NLP
Hypothesis
Git
Nginx
STL
Copilot
Fine-tuning
Reinforcement Learning
Anthropic
OpenAI
Fly.io
Netlify
Vercel
MySQL
SQLite
Supabase
Frontend
Figma
Adobe Photoshop
React.js
Framer
Webflow
Astro
Next.js
Tailwind CSS
Vue.js
Svelte
Mobile
JavaScript
TypeScript
Node JS
Java
Kotlin
Swift
Dart
Nest.JS
Firebase
Flutter
Jetpack Compose
Material Design
React Native
State Management
SwiftUI
TestFlight
Backend
Go
Rust
FastAPI
Apache Kafka
Django
Flask
Rest API
Other
Bash
Selenium
Pytest
ETL/ELT
Jira
GA4
Slack
Stack modernity
84/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
63 jobs
Required
$80k
-56% vs market
JavaScript
62 jobs
Required
$80k
-50% vs market
Docker
62 jobs
Required
$80k
-47% vs market
Figma
54 jobs
Required
$100k
-38% vs market
Adobe Photoshop
48 jobs
Optional
$95k
+19% vs market
GitHub
35 jobs
Optional
$80k
-49% vs market
LLM
34 jobs
Optional
$80k
-60% vs market
Selenium
33 jobs
Optional
$80k
-10% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
23%
JavaScript
19%
SQL
19%
AWS
19%
TypeScript
16%
Docker
16%
Share of companies in the same industry that use each technology.
Stack changes
ETL/ELT
Aug 2026
GitHub
Aug 2026
OpenAI
Aug 2026
Anthropic
Aug 2026
NLP
Aug 2026
Reinforcement Learning
Aug 2026
SciPy
Aug 2026
Rust
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Clera
Motorola Solutions
Emagine
Inetum
Bosch
Salary insights
Compensation ranges based on this company's open jobs
Median
$90k
Typical range
$50k – $180k
Open positions
117
116
Jobs
Junior
46.6%
Middle
1.7%
Senior
51.7%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 54 | $100k | $60k – $100k |
| Middle | 2 | $70k | $70k |
| Senior | 60 | $85k | $50k – $120k |
Highest paying role
Competitive Programming Problem Author & Test Engineer - Freelance AI Trainer
$180k
Normalized to USD per year
Growth
Hiring Momentum
60/100
Growing
Open positions
117
1 opened / 1 closed in 30 days
Median time-to-fill
10 days
faster than 65% of the market
ATS activity
Every ~10 hours
08/31/2026
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.
Backend
52% ▲
Design
18% ▲
QA
18% ▲
Mobile
9% ▲
Frontend
2%
AI/ML
1% ▼
Actively hiring for Backend (+140 in 30 days)
Activity Timeline
Added NLP to stack
Aug 2026
Added Reinforcement Learning to stack
Aug 2026
Added SciPy to stack
Aug 2026
Added Rust to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Added Pytest to stack
Aug 2026
Added NumPy to stack
Aug 2026
Added Nginx to stack
Aug 2026
Added Jira to stack
Aug 2026
Added Java to stack
Aug 2026
Added Hypothesis to stack
Aug 2026
Added Go to stack
Aug 2026
Jobs
up to $100k per year • Remote • Part-Time • 5+ years exp
JavaScript
Python
TypeScript
FastAPI
Databases
Apache Kafka
PostgreSQL
Redis
AI/ML
AI Agents
Prompt Engineering
Frontend
React.js
DevOps
Docker
Apply
up to $90k per year • Remote • Freelance • 5+ years exp
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $100k per year • Remote • Part-Time • 5+ years exp
JavaScript
Python
TypeScript
FastAPI
Databases
Apache Kafka
PostgreSQL
Redis
AI/ML
AI Agents
Prompt Engineering
Frontend
React.js
DevOps
Docker
Apply
up to $50k per year • Remote • Freelance • 5+ years exp • Buenos Aires
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $80k per year • Remote • Freelance • 5+ years exp • Bucharest
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $80k per year • Remote • Freelance • 5+ years exp • Warsaw
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $50k per year • Remote • Freelance • 5+ years exp • São Paulo
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $50k per year • Remote • Freelance • 5+ years exp • Mexico City
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $60k per year • Remote • Freelance • 5+ years exp • Pune
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $90k per year • Remote • Freelance • 5+ years exp • New York
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $90k per year • Remote • Freelance • 5+ years exp
JavaScript
Python
Beautiful Soup
AI/ML
LangChain
LLM
OpenRouter
DevOps
AWS
Docker
GitHub
QA
Selenium
Apply
up to $100k per year • Remote • Freelance • 2+ years exp
Adobe Photoshop
Figma
Apply
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