General info

Job titles covered in our data

Introduction

The economy is getting complex every year - that's why we have hundreds of thousands of job titles. Some job titles make sense, and some are obscure. That's why, we're merging some of the job titles under one umbrella - in order to make sense out of data.

For example Data Analyst sometimes can be called Business Intelligence Analyst, BI Developer, or Statistical Analyst. The people in these jobs have the same or very similar mission, and use the same or very similar skills. So even if the job is called BI Developer, we group it under the umbrella of Data Analysts.

Below you can see the full taxonomy of jobs:

Web Developer
Frontend Developer
Frontend Engineer

Data Analyst
Business Intelligence Analyst
BI developer
Statistical Analyst

IT Support Specialist
Help Desk Technician
Technical Support Engineer
Computer User Support Specialist
Technical Support Specialist
Computer Support Specialist
IT Service Desk Analyst

Cyber Security Analyst
Information Security Analyst
Security Operations Center Analyst
Network Security Analyst
IT Security Specialist

Product Designer
User Experience Designer
UX Designer
UI Designer
User Interface Designer

IT Project Manager
IT Project Coordinator
Technical Project Manager
Digital Project Manager
Agile Project Manager

Scrum Master

Program Manager

Digital Marketing Specialist
Digital Marketing Manager
Online Marketing Specialist
Digital Marketing Coordinator
Digital Strategist
PPC Specialist
Paid Advertising Specialist
Internet Marketing Specialist

Technical Writer
Technical Content Writer

Product Manager
Product Owner
Technical Product Manager
Digital Product Manager

Quality Assurance Engineer
Quality Assurance Tester
Software Tester
Quality Assurance Automation Engineer
Software Quality Assurance Engineer

Technical Business Analyst
IT Business Analyst
Business Analyst
Systems Analyst

Engineering Manager
Technology Lead

DevOps Engineer
Cloud Engineer
Cloud Platform Engineer
Cloud Infrastructure Engineer
Cloud Operations Engineer

Data Scientist
Machine Learning Engineer
ML Engineer
ML Software Engineer
Statistician

Data Engineer
ETL Developer
Database Developer
Database Administrator

Software Engineer
Software Developer
Programmer
Full Stack Developer
Full stack Engineer
Backend Developer
Backend Engineer

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