Market Analytics

Pipeline metrics: niches, roles, sources, compensation, and quality signals across all tracked markets.

Rolling window: 30 days
Domains
All domains
accounting
administration
affiliate
ai
analytics
b2b
betting
biotech
blockchain
business
business development
cloud
community
compliance
content
crm
crypto
customer support
cybersecurity
dao
data science
defi
design
dev
ecom
ecommerce
edtech
education
energy
engineering
finance
fintech
forex
gambling
gamefi
gaming
healthcare
healthtech
high-risk
hr
igaming
l1l2
legal
management
marketing
nft
non-tech
operations
other
payments
policy
product
project
renewable energy
research
rwa
saas
sales
security
seo
support
tech
trading
traffic
web3
Company
All companies
Binance
Coinbase
Anchorage Digital
10arx
Bitso
Alpaca
Wintermute
Zscaler
BitGo
OKX
Coins.ph
Crypto.com
Zinnia
Kraken
Bitpanda
Tether Operations Limited
Bpmcpa
Unlimit
BitMEX
Chainalysis
BTSE
FalconX
BairesDev
BrainRocket
Figure
MoonPay
quik hire staffing
BCB Group
World
Anchorage
X6 GROUP
inDrive
Clicklead
Stealth Startup
Blockchain
Ripple
Polymarket
Ondo Finance
Sber
SwapRail
Fireblocks
Paylab
Jumptrading
Consensys
Syndicate
TradingView
Ethena Labs
Alchemy
Haystack
MEXC
Coins
Gemini
Foundry
Hashgraph
PayPort
International iGaming Company
LI.FI
ClickCrew
Impossiblecloud
Xapo61
Toloka
Growth Content Creator
PrimeXBT
Elephant Games
Golfiuns
MadOut Games
adjoe
Nota Group
WATT Studio
jobs ai
Manychat
Constructor
Plata
SatoshiLabs
Conversant Group
Finministry.com
Elliptic
Soft2Bet
Offchain Labs
Novabits
Traffic Force
Rocket Group
Animoca Brands
profound
Overmobile
Eqvilent
Avito
TechMagic
Divergence VC
EMCD
Podscribe
Eigen Labs
Aviasales
Superside
COLIBRIX ONE
Glam AI
Bvnk
High Sky
Hut 8
Motorola Solutions
owen thomas | b corp™
HyperHug
Playground Games
Akuna Capital
SegmentStream
Interchain Foundation
CareerXperts Consulting
Betby
Sovcombank Technologies
N26
Okx
Tether.io
Blockstream
Plurio
Krupisen
Infomediji
Veles Finance
Synonym
BitPanda
Easybrain
GitLab
Kalshi
Full
1010.trading
InfStones
Sardine
SnapJoy Games
EverSky Traffic
Ardor Media
Unlimit Pro
Tempo
huzzle.com
Jito Labs
White Hat Gaming
Crimson Education
D7 Team
MongoDB
Circle
seraphis
Emerging Travel Group
Zero Hash
BeInCrypto
retell ai
SOFTSWISS
Social Discovery Group
Mantle
VTB
AnyXPay
USD TEAM
Space307
Wallapop
Tomi.ai
SORP Group
Swisstronik
Turing
Confirmo
Phantom
Stape
Impulse Team
Inktech
JP Morgan Chase
bitFlyer
Logos
Molecule
keystone recruitment
NDA
HolyPoly
PRIME Team
AppQuantum
Àlber Blanc CAPITAL
INSIDE FAMILY
Adapty
Anubis Team
SberHealth
Crypto
EU Unlockr
Bitbanker
Minders.vc
Toughbyte
Monad Foundation
Wallet
Hibachi
KeyRock
Ramp
Vision
Ellipsis Labs
Ramp Network
Base
Золотое Яблоко
Finministry
Bridge
Atomic Wallet
Bitget
Mindrift
QuickNode
Scalac
SVMD
Jobgether
Semrush
DataAnnotation
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
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 Engineer
Automation Specialist
Automation Workflow Specialist
AWS Service Desk Engineer
Backend Developer
Back End Developer
Backend Engineer
Binary Options Handler
bizdev
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 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 Auditor
Compliance Intern
Compliance Lawyer
Compliance Manager
Compliance Monitoring And Testing Officer
Concept Artist
content creator
Content & Growth Marketing Manager
content manager
Content Manager
Content Marketer
Content Specialist
content writer
Copywriter
Corporate Reporter
CPO / Head of Product
Creative Designer
creator
CRM Manager
Customer IT Support Engineer
Customer Support
Customer Support Specialist
Data Analyst
Data Analytics Engineer
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 manager
Financial Manager
FinTech Engineer
Flutter Developer
Forward Deployed Engineer
Forward Deployment Engineer
Founding Engineer / CTO
Founding Machine Learning Research Engineer
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 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
IT Support Technician
Java Backend Developer
Java Backend Engineer
JavaScript Developer
Junior Brand Manager
Junior Software Developer
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
Machine Learning/Data Engineer
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
NOC Analyst
Observability Engineer
Operating Manager
operations
Operations Analyst
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 Cloud Security Engineer
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 Platform Engineer
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
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
aws
typescript
docker
kubernetes
git
react
javascript
java
ai tools
figma
ci/cd
ai
excel
postgresql
crm
redis
jira
go
gcp
kafka
cloud
terraform
linux
node.js
grafana
tableau
rust
c
analytics
google sheets
seo
devops
mysql
facebook ads
blockchain
unity
scrum
css
looker
facebook
photoshop
c++
telegram
prometheus
confluence
jenkins
microservices
pytorch
rest
c#
nosql
salesforce
airflow
ui
api
ux
golang
agile
content creation
clickhouse
google ads
power bi
saas
bash
after effects
claude
spark
evm
hubspot
github actions
angular
rest api
adobe photoshop
slack
solidity
tiktok
prototyping
langchain
android
fastapi
keitaro
github
kotlin
swift
graphql
next.js
dbt
crypto
dns
llm
postgres
server
apis
tensorflow
oracle
notion
blender
s3
ansible
chatgpt
etl
elk
rabbitmq
ios
mongodb
instagram
html
google analytics
risk management
azure
web3
storage
cpa
langgraph
gitlab
postman
a/b testing
networking
snowflake
grpc
pandas
gdpr
defi
responsive
midjourney
bi tools
json
capcut
cursor
tiktok ads
flutter
data analysis
gitlab ci
php
kyc
vue
bigquery
kling
appsflyer
ml
workday
hadoop
powerpoint
firebase
wordpress
solid
mlflow
xml
Location
All locations
hybrid
office
remote
Seniority
All levels
c-level
head
junior
lead
middle
senior
trainee
AI Score
–
Salary (USD)
–
Reset
Total Signals
2271
Live Sources
56
Last 7 Days
750
With Salary
798
High-Risk
19
Company Linked
1484
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 $125847 $194831 456
fintech $102200 $169763 294
web3 $143417 $207337 243
dev $107385 $161191 209
marketing $61392 $121979 145
tech $79193 $128796 137
product $187092 $249591 98
ai $102033 $157630 81
traffic $2902 $20752 63
analytics $88504 $138526 54
igaming $17612 $40212 39
design $297668 $367468 37
gaming $40027 $59063 32
support $62948 $110271 27
sales $42950 $119387 25
defi $128195 $194896 23
hr $71457 $118040 18
operations $92412 $155853 17
compliance $112438 $204546 12
finance $93550 $167200 10
security $108075 $172775 10
business development $76100 $135300 10
business $73278 $137944 9
legal $116938 $196938 8
trading $45800 $150000 4
nft $146750 $235000 4
project $88625 $137688 4
l1l2 $182000 $226667 3
other $52333 $87667 3
gamefi $99500 $155000 2
education $57500 $97750 2
accounting $60000 $100000 2
management $76000 $250000 2
seo $1500 $2000 2
blockchain $105000 $157000 2
content $57500 $97750 1
engineering $70000 $100000 1
administration $82000 $138000 1
cloud $105000 $175000 1
healthcare $77000 $104000 1
payments $1000 — 1
data science $135000 $225000 1
policy $120000 $225000 1
research $45000 $75000 1
energy $135000 $300000 1
rwa $98000 $150000 1
dao $120000 $160000 1