Market Analytics
Pipeline metrics: niches, roles, sources, compensation, and quality signals across all tracked markets.
Domains
All domains
accounting
account management
admin
administration
adtech
affiliate
ai
aml
analytics
art
audit
automotive
b2b
b2c
banking
betting
bigtech
biotech
blockchain
business
business development
business intelligence
business operations
cloud
cloud services
community
compliance
consulting
content
crm
crypto
customer success
customer support
cybersec
cybersecurity
dao
data
data science
dating
decentralized finance
defi
design
dev
digitalmarketing
ecom
e-commerce
ecommerce
edtech
education
energy
engineering
fashion
finance
financial services
fintech
forex
fundraising
funtech
gambling
gamefi
gaming
growth
healthcare
health-tech
healthtech
high-risk
hr
igaming
infrastructure
intern
internship
investments
l1l2
leadership
legal
localization
logistics
luxury
management
marketing
martech
media
media buying
medical
medtech
mobapp
mobile
nft
non-tech
operations
other
partnerships
payments
performance
policy
pr
product
project
qa
real estate
remote
renewable energy
research
retail
retention
risk
rwa
saas
sales
security
seo
smm
sports
startup
strategy
support
tech
trading
traffic
video
web3
Company
All companies
Binance
OKX
Kraken
Crypto.com
Alpaca
Coinbase
Bitpanda
Coins.ph
Anchorage Digital
Sber
Bpmcpa
Chainalysis
Fireblocks
Circle
Polymarket
Bitso
Figure
Galaxy Digital
Ripple
Blockchain
Yandex
10arx
Wintermute
BitGo
World
MoonPay
Btse
Elliptic
Zscaler
Wildberries
MTS
Anchorage
Gemini
T-Bank
Unlimit
BrainRocket
Chainlink Labs
Tether Operations Limited
Hut 8
VK
Avito
Luno
PGON
FalconX
Zinnia
Coins
Kaspersky
T1
Growth Content Creator
Crypto
Jump Trading
Impossiblecloud
TradingView
Magnit
Okx
Sardine
BCB Group
NDA
Alchemy
Ethena Labs
BitMEX
Superside
Bvnk
Consensys
Aave Labs
Stripe
OZON
Ondo Finance
Akuna Capital
МТС
Rocket Group
Eqvilent
Foundry
LI.FI
SOFTSWISS
Bee-talents
Constructor
OpenZeppelin
International iGaming Company
JetBrains
Alfa-Bank
SatoshiLabs
Exness
Aviasales
QCP Capital
Galaxydigitalservices
Hashgraph
Animoca Brands
Intelion
Blockstream
TRM
TopHouse
Jito Labs
TaxBit
Plurio
Bix Team
inDrive
BTSE
Offchain Labs
Space307
Mesh
Croc
Rain
Risk Labs
Muse Group
N26
Securitize
BairesDev
Tempo
Safe
Контур
Spotware Systems
Wheely
Mantle
IEX
Nethermind
Morpho Labs
quik hire staffing
Uniswap Labs
Bolt
EMCD
Luxoft
Bee Talents
WATT Studio
Spice IT
Cryptio
Wargaming
Adapty
Phantom
GitLab
Playground Games
Uphold
Improbable
Infomediji
Keyrock
Золотое Яблоко
Moonpay
Marketing Agency
Divergence VC
Full
Manychat
Clicklead
Ruby Labs
Fuse Energy
Robinhood
Partnerverse
PayPort
Checkr
Logos
Luxor Technology
Traffic Force
Foxford
Easybrain
P2P.org
Immutable
Lightspark
Soft2Bet
Rich Mind
Bitgo
Stealth Startup
Coinhako
Trojan Trading
SwapRail
Polymath
Kalshi
X6 GROUP
Mayflower
Nexo
Inktech
Conversant Group
Monad Labs
Rootstocklabs
International IT Company
Localcoin
HyperHug
Ramp
deeplay
Copperco
Galaxy
Bell Integrator
Paxos
X5 Tech
adjoe
Paylab
Wallet
Plata
Remote
HumanSignal
Brave
International iGaming Holding
EverSky
Incode
Auros
Crimson Education
Veles Finance
Jumptrading
Bcbgroup
Syndicate
Sentient
Stratosphere
Role
All roles
1C Architect
1C Developer
2D Animator
2D Artist
2D Motion Designer
2D Pixel Artist
3D Artist
3D Asset Quality Specialist
3D Car Artist
3D Character Artist
3D Character Designer
3D Environment Artist
3D Modeler
3D Motion Designer
3D Vegetation Artist
Accountant
Account Director
Account Executive
Accounting Manager
Account Manager
Account Specialist
Advertising Manager
Affiliate Lead
Affiliate Manager
Affiliate Marketing Manager
AI Agent Development Specialist
AI Architect
Ai Artist
AI Artist
AI Artist / AI Retoucher
AI Automation Engineer
AI Code Reviewer
AI Content Generator
AI Content Specialist
AI Creator
AI Creator-Editor
AI & Data Solutions Architect
AI Designer
AI Developer
AI Engineer
AI FullStack Engineer
AI / LLM Engineer
AI/ML Specialist
AI Product Manager
AI Project Manager
AI QA Engineer
AI-video Workflow Engineer
analyst
Analyst
Analytics Architect
Analytics Engineer
Android Developer
Animator
App Developer
AQA Engineer
Architect
artist
Artist
ASO Specialist
ASP.NET Developer
assistant
Assistant / Junior Media Buyer
Assistant SMM Specialist
Author
Automation Specialist
AWS Service Desk Engineer
Backend Developer
Back End Developer
Backend Engineer
Binary Options Handler
bizdev
Blockchain Architect
Blockchain Developer
Blockchain Engineer
Bookkeeper
Brand Designer
Brand & Graphic Designer
Brand Graphic Designer
Brand-SMM Creator
Business Analyst
Business Analyst / Product Owner
Business Analyst/Product Owner/Project Manager
business development manager
Business Development Manager
Business Development Specialist
Business Intelligence Analyst
Business Lead
Buyer
Calypso Developer
Casino Manager
C++ Developer
C++ Engineer
CEO
CEO / Head
Chat Operator
Chatter
Chief Commercial Officer
Chief Financial Officer
Chief Investment Officer
Chief Product Officer
Chief Technology Officer
Client Coverage Group Intern
Client Manager
Client Services Specialist
Cloud Azure Engineer
Cloud Sales Manager
Commercial Associate
Communications PR Manager
Community Manager
Community Producer
Compensation & Benefits Specialist
Compliance Associate
Compliance Auditor
Compliance Intern
Compliance Lawyer
Compliance Manager
Compliance Monitoring And Testing Officer
Compliance Officer
Concept Artist
content creator
Content & Growth Marketing Manager
content manager
Content Manager
Content Marketer
Content Specialist
Content Strategist
content writer
Copywriter
Corporate Reporter
CPO / Head of Product
Creative Designer
Creative Lead
creator
CRM Manager
Customer IT Support Engineer
Customer Support
Customer Support Specialist
Data Analyst
Database Administrator
Database Reliability Engineer
Data Engineer
Data Miner
DataOps Engineer
Data Platform Engineer
Data Science & AI Consultant
Data Scientist
Data Scientist/Algorithm Engineer
Data Scientist / ML Engineer
Data Tracking Specialist
DeFi Success Lead
designer
Designer
developer
Developer
Developer/Architect
Development Team Lead
DevOps Engineer
DevOps / Platform Engineer
DevSecOps Engineer
Digital Cloud Engineer
Director
Editor
Email Marketer
Embedded Engineer
Embedded Systems Engineer
engineer
Engineer
Engineering Lead
Enterprise Infrastructure Engineer
Events & Content Producer
Executive
Facebook Farmer
Facebook Media Buyer
Farmer
FD / RD Investment / Promotion Specialist
Feature Owner
Field CTO
Finance Manager
financial analyst
Financial Controller
financial manager
Financial Manager
FinTech Engineer
Flutter Developer
Forward Deployed Engineer
Forward Deployment Engineer
Founding Engineer / CTO
frontend developer
Frontend Developer
Front-End Developer
Frontend Engineer
Frontend Software Engineer
full stack developer
fullstack developer
Full-stack Developer
Fullstack Developer
Full Stack Developer
Full-Stack Developer
Full Stack Engineer
Full-Stack Engineer
Full Stack Web Developer
FX Artist
Game Balance Designer
Game Designer
Generalist Artist
GitOps Engineer
Google Ads Manager
Google Media Buyer
Graphic / Communication Designer
Graphic Designer
Graphic & Motion Graphics Designer
Growth Architect
Growth Assistant
Growth Lead
Growth Manager
Growth Marketer
GTM Engineer
head
Head of Affiliate
Head of Community & Support
Head of Credit Products
Head of Cybersecurity
Head of DropHunting
Head of Growth
Head of GTM Engineering
Head of HR
Head of ML Engineering Center
Head of People Care Center
Head of Project
Head of Sales
Head of SEO
Head of Special Projects
Head of Traffic
Head of User Acquisition
Head of VIP
HR Analyst
HR Business Partner
HR Director
Hr Generalist
HR Generalist
HR Manager
HR Recruiter
HR Specialist
Identity Engineer
Inbound Request Manager
Incident Product Manager
Influence & Affiliate Marketing Manager
Influence Manager
Influence Marketing Manager
Influence Marketing Team Lead
Influencer Manager
Influencer Scout Manager
Infrastructure Engineer
Integration Manager
Internal Communications Content Manager
Internal Communications Specialist
iOS and Android App Developer
iOS Developer
IT Administrator
IT Business Analysis Team Lead
Java Backend Engineer
JavaScript Developer
Junior Brand Manager
Junior Software Developer
Junior Trader
KDB+/Q Developer
Key Account Manager
Lead
Lead Affiliate Manager
Lead AI-native Content Growth
Lead Analyst
Lead Developer
Lead Game Developer
Lead Generation Specialist
Lead Influencer Manager
Lead ML Engineer
Lead Qualifier
Lead System Analyst
Legal Counsel
Level Designer
Linkbuilder
manager
Manager
Marketer
Marketing Lead
Marketing Manager
Marketing Programs Lead
media buyer
Media Buyer
Media Buyer/Team Lead
Microsoft Administrator
ML Developer
ML Engineer
MLOps Engineer
Mobile Developer
Mobile Engineer
Mobile Game Publishing Specialist
Motion Designer
Narrative Designer
.Net Developer
Network Administrator
Network Engineer
Network Operations Center Engineer
news writer
Observability Engineer
Operating Manager
operations
Operations Analyst
Operations Associate
Operations Manager
Other
P2P Arbitrage Specialist
P2P Business Development Specialist
Partner
Partnership / Influencer Manager
Partnerships Manager
Partnership Support Specialist
Payment Agent
Payment Manager
Payment Operations Manager
Payment Processing Specialist
Payment Processing Team
People Partner
Performance Creative Designer
Performance Marketer
Performance Marketing Manager
PHP Developer
Pixel Artist / Animator
Platform Engineer
PL SQL Developer
Power BI Developer
PPC Media Buyer
Principal Embedded Software Engineer
PR Manager
producer
Producer
Product Analyst
product designer
Product Designer
Product-Focused Full Stack Engineer
Production Engineer
Product Lead
Product Manager
Product Marketing Manager
Product Owner
Product/Project Manager
Product Support Specialist
Product / UX/UI Designer
programmer
Project / Account Manager
project manager
Project Manager
Project Manager / Product Manager
Promo / Creative Manager
Python and Vue.js Developer
Python Developer
QA Automation Engineer
QA Engineer
QA Lead
QA Lead Engineer
QA Load Test Engineer
QA Manual
QA Mobile
QA Tester
Quality Assurance Automation Lead
Quality Automation Engineer
Quality Control Specialist
Quality Engineer
Quantitative Developer
RD Manager
RD Processor
React Native Developer
Recruiter
Recruiting Lead
Reels Maker
Release Manager
Research Engineer
Retention Manager
Risk Analyst
Rust Developer
Rust Engineer
sales
Sales Development Representative
Sales Executive
sales manager
Sales Manager
Sales Specialist
sales team lead
Sales Team Lead
SAP ABAP Developer
Scala Developer
Scrum Master
Security Engineer
Senior Account Executive
Senior Backend Engineer
Senior Backend Software Engineer
Senior Consultant
Senior C++ Software Developer
Senior DevOps Engineer
Senior Full Stack Developer
Senior Golang Engineer
Senior Graphic / Communication Designer
Senior iOS Engineer
Senior IT Operations Specialist
Senior Java Developer
Senior LLM Engineer
Senior Manager
Senior Product Manager
Senior Project Manager
Senior Python AI Developer
Senior Python Developer
Senior Ruby On Rails Developer
Senior Software Engineer
Senior SQL Server Database Administrator
Senior System Architect
Senior Systems Analyst
Senior Web Application Developer
SEO Manager
SEO Specialist
ServiceNow Business Analyst
Slots Game Designer
Smart Contract Developer
SMM Manager
SMM Marketer
SMM Specialist
SMM Specialist and Copywriter
SOC Validation Engineer
Software Architect
Software Architect & Tech Lead
Software Developer
Software Engineer
Solidity Developer
Solution Architect
Solutions Architect
Spark Developer
specialist
Special Projects Designer
Storage Infrastructure Engineer
Strategic Project Manager
Support L2
support manager
Support Specialist
System Administrator
system analyst
System Analyst
Systems Engineer
Talent Acquisition Manager
Talent Acquisition Operations Specialist
Talent Acquisition Specialist
Talent Partner
Talent Sourcer
team lead
Team Lead
Team Lead Environment 3D Artist
Team Lead / Head of Retention
Team Lead/Head of Retention
Team Lead Media Buyer
Team Lead Project Manager
Tech Lead
Tech Lead MLE
Tech Lead / Senior Backend Developer
Technical Designer
Technical Integrator
Technical Operations Manager
Technical Product Engineer
Technical Product Owner
Technical Project Manager
Technical Recruiter
Technical Support
Technical Support Engineer
Test Automation Lead
Testing Engineer
TikTok Buyer
TikTok Shop Specialist
trader
Trader
Trading Technology Engineer
traffic handler
Traffic Handler
Traffic Handler / Sales Manager
Traffic Manager
Traffic Specialist
TypeScript Developer
UI Designer
UI/UX Designer
UI/UX Marketing Designer
Unity Developer
Unity Programmer
Unity Tech Lead
Unity Video Generalist
Unreal Engine C++ Developer
User Acquisition Manager
UX Researcher
UX/UI Designer
UX/UI Web Designer
UX/UI Web Designer / Graphic Designer
VFX Specialist
VFX/Tech Artist
Video Creator
video editor
Video Editor
VIP Manager
Visual Designer
Vulnerability Assessment Engineer
Vulnerability Engineer
Web3 Research / Community / Content Specialist
Web Designer
Web Developer
WordPress Developer
WordPress Site Developer
Skills
All skills
python
sql
docker
kubernetes
typescript
aws
java
git
ci/cd
postgresql
react
javascript
figma
ai tools
linux
kafka
go
excel
ai
terraform
redis
grafana
jira
node.js
rust
gcp
c++
crm
prometheus
analytics
google sheets
mysql
data analysis
blockchain
microservices
tableau
rest api
golang
seo
fastapi
rabbitmq
bash
clickhouse
css
confluence
c#
facebook ads
photoshop
api
unity
ansible
mongodb
airflow
devops
grpc
rest
cloud
kotlin
next.js
crypto
agile
azure
apis
nosql
solidity
c
html
scrum
jenkins
pytorch
content creation
spark
salesforce
project management
risk management
slack
looker
google workspace
google ads
telegram
postgres
facebook
power bi
github actions
fintech
automation
communication
saas
spring boot
distributed systems
compliance
notion
php
postman
blender
after effects
dbt
ml
llm
gitlab
langchain
finance
elk
etl
a/b testing
machine learning
swift
github
android
s3
databricks
pandas
netsuite
gitlab ci
microsoft office
adobe photoshop
evm
communication skills
claude
graphql
oracle
hadoop
react native
web3
kyc
aml
angular
accounting
defi
sales
bigquery
r
ios
tiktok
elasticsearch
adobe creative suite
cpa
playwright
google analytics
keitaro
analytical skills
uml
video editing
json
prototyping
helm
langgraph
smm
selenium
networking
Location
All locations
hybrid
office
on-site
relocation
remote
Seniority
All levels
c-level
head
junior
lead
middle
senior
trainee
Total Signals
6306
Live Sources
56
Last 7 Days
602
With Salary
2287
High-Risk
26
Company Linked
4548
Market Overview
Vacancies by Niche
Each job can appear in multiple domains
New Vacancies Over Time
Daily count, last 30 days
Average AI Score Over Time
Daily average quality score, last 30 days
AI Score Distribution
Weighted total from metadata when present
Sources & Roles
Top Sources
By Telegram username or source channel
Seniority / Grade
Extracted from vacancy text
Work Location Type
Employment Type
Full-time, freelance, project, etc.
Quality & Risk
Top Hiring Companies
Companies with most open positions
Risk Labels
Talent Landscape
Required Languages
Languages mentioned in vacancy requirements
Roles Distribution
Normalized canonical roles across all vacancies
Top Job Titles
Standardized title when available
Salary Range by Role
Average min–max salary (USD) per role. Roles with 2+ data points.
Compensation
Salary Midpoint by Niche
Average of min and max USD. Domains with salary data only.
Salary Detail by Domain
| Domain | Avg Min | Avg Max | Jobs |
|---|---|---|---|
| crypto | $110278 | $178805 | 1346 |
| web3 | $113958 | $182368 | 922 |
| fintech | $101033 | $168066 | 892 |
| tech | $75615 | $120721 | 596 |
| marketing | $52103 | $100424 | 442 |
| dev | $102793 | $160419 | 415 |
| ai | $96203 | $152176 | 289 |
| product | $152523 | $223025 | 178 |
| analytics | $75295 | $121318 | 123 |
| traffic | $2639 | $12429 | 116 |
| design | $148156 | $194890 | 112 |
| defi | $111803 | $178129 | 108 |
| sales | $44422 | $110597 | 97 |
| gaming | $41179 | $66562 | 89 |
| support | $62476 | $111177 | 82 |
| operations | $94597 | $158403 | 79 |
| igaming | $19087 | $41060 | 79 |
| hr | $71087 | $112301 | 64 |
| security | $124004 | $192614 | 38 |
| compliance | $93333 | $169162 | 32 |
| business development | $92052 | $149810 | 29 |
| other | $68125 | $111480 | 24 |
| legal | $99935 | $167500 | 23 |
| business | $82745 | $155965 | 20 |
| gamefi | $29676 | $50923 | 17 |
| finance | $89203 | $152516 | 16 |
| nft | $93067 | $158857 | 15 |
| project | $91014 | $135050 | 15 |
| data | $110652 | $160953 | 10 |
| rwa | $89000 | $112222 | 9 |
| education | $37946 | $65179 | 7 |
| trading | $62600 | $145000 | 7 |
| risk | $80714 | $124214 | 7 |
| healthcare | $72250 | $117958 | 6 |
| seo | $1583 | $2250 | 6 |
| accounting | $66333 | $110333 | 6 |
| l1l2 | $115500 | $163500 | 6 |
| dao | $103800 | $151750 | 5 |
| payments | $38000 | $125000 | 4 |
| management | $122625 | $219167 | 4 |
| qa | $63500 | $106825 | 4 |
| mobile | $112500 | $180000 | 4 |
| leadership | $85000 | $141667 | 3 |
| content | $19667 | $48875 | 3 |
| customer support | $92333 | $154333 | 3 |
| remote | $36517 | $94875 | 3 |
| edtech | $500 | $800 | 2 |
| cloud | $87500 | $197500 | 2 |
| account management | $90000 | $150000 | 2 |
| affiliate | $43250 | $72750 | 2 |
| admin | $90000 | $150000 | 2 |
| blockchain | $105000 | $157000 | 2 |
| betting | $500 | $2100 | 2 |
| fashion | $35625 | $75625 | 2 |
| ecommerce | $0 | $1500 | 2 |
| medical | $57500 | $97750 | 2 |
| customer success | $90000 | $150000 | 2 |
| partnerships | $112500 | $163750 | 2 |
| growth | $90000 | $150000 | 1 |
| luxury | $30000 | $80000 | 1 |
| decentralized finance | $172000 | $215000 | 1 |
| cloud services | $105000 | $175000 | 1 |
| b2b | $60000 | $100000 | 1 |
| high-risk | $4500 | $7500 | 1 |
| cybersec | $1000 | $2000 | 1 |
| retail | $41250 | $71250 | 1 |
| engineering | $70000 | $100000 | 1 |
| audit | $68000 | $112000 | 1 |
| business intelligence | $112000 | $188000 | 1 |
| internship | $105000 | $175000 | 1 |
| sports | $600 | — | 1 |
| aml | $97500 | $127500 | 1 |
| video | $1300 | $1600 | 1 |
| banking | $24750 | $41250 | 1 |
| consulting | $68000 | $112000 | 1 |
| performance | $0 | $0 | 1 |
| startup | $60000 | $100000 | 1 |
| energy | $135000 | $300000 | 1 |
| financial services | $75000 | $125000 | 1 |
| administration | $82000 | $138000 | 1 |
| intern | $0 | $0 | 1 |
| real estate | $1000 | $1500 | 1 |
| investments | $98000 | $162000 | 1 |
| smm | $0 | $0 | 1 |
| infrastructure | $68000 | $112000 | 1 |
| health-tech | $80000 | $130000 | 1 |
| policy | $120000 | $225000 | 1 |
| data science | $135000 | $225000 | 1 |
| research | $45000 | $75000 | 1 |