Period
to

The following table provides summary statistics for permanent job vacancies with a requirement for A/B Testing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited A/B Testing over the 6 months to 10 August 2022 with a comparison to the same period in the previous 2 years.

A/B Testing
UK
6 months to
10 Aug 2022
Same period 2021 Same period 2020
Rank 449 548 568
Rank change year-on-year +99 +20 +197
Permanent jobs citing A/B Testing 1,291 552 220
As % of all permanent jobs advertised in the UK 0.76% 0.48% 0.34%
As % of the Processes & Methodologies category 0.79% 0.51% 0.37%
Number of salaries quoted 216 198 161
10th Percentile £41,250 £36,250 £35,000
25th Percentile £50,000 £42,500 £42,000
Median annual salary (50th Percentile) £60,000 £57,500 £52,500
Median % change year-on-year +4.35% +9.52% -4.55%
75th Percentile £75,000 £75,000 £65,000
90th Percentile £88,417 £88,250 £76,250
UK excluding London median annual salary £52,500 £46,250 £45,000
% change year-on-year +13.51% +2.78% +7.14%

A/B Testing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 162,861 107,406 59,927
As % of all permanent IT jobs advertised in the UK 95.78% 94.05% 93.06%
Number of salaries quoted 83,795 73,009 48,582
10th Percentile £34,000 £32,500 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £75,000 £73,750
90th Percentile £96,965 £92,500 £90,000
UK excluding London median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

A/B Testing
Job Vacancy Trend

Job postings citing A/B Testing as a proportion of all IT jobs advertised.

Job vacancy trend for A/B Testing in the UK

A/B Testing
Salary Trend

3-month moving average salary quoted in jobs citing A/B Testing.

Salary trend for A/B Testing in the UK

A/B Testing
Salary Histogram

Salary distribution for jobs citing A/B Testing over the 6 months to 10 August 2022.

Salary histogram for A/B Testing in the UK

A/B Testing
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing A/B Testing within the UK over the 6 months to 10 August 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +68 1,104 £60,000 +4.35% 35
London +146 979 £61,000 -6.15% 17
Work from Home +87 740 £60,000 +4.35% 14
UK excluding London -207 122 £52,500 +13.51% 19
North of England -66 41 £50,000 +5.26% 7
South East -74 35 £46,250 +2.78% 1
Yorkshire -28 27 £73,750 +63.89% 3
Midlands -44 20 £37,500 -42.31% 2
North West -67 13 £47,500 -2.56% 3
East of England -75 12 £51,250 +28.13% 3
South West -123 12 £60,000 +11.63% 5
East Midlands -16 10 - -
West Midlands -48 10 £37,500 -25.00% 2
Scotland -40 3 £46,050 -38.60% 1
North East -10 1 £75,000 - 1

For the 6 months to 10 August 2022, IT jobs citing A/B Testing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for A/B Testing.

1 626 (48.49%) Analytics
2 616 (47.71%) User Experience
3 543 (42.06%) Agile
4 497 (38.50%) Marketing
5 433 (33.54%) Social Skills
6 420 (32.53%) Finance
7 362 (28.04%) SQL
8 358 (27.73%) Google
9 344 (26.65%) Python
10 340 (26.34%) Analytical Skills
11 298 (23.08%) User Research
12 286 (22.15%) UX Design
13 275 (21.30%) Google Analytics
14 272 (21.07%) Degree
15 266 (20.60%) Product Strategy
16 263 (20.37%) Data Analysis
17 261 (20.22%) JavaScript
18 252 (19.52%) Retail
19 249 (19.29%) Data Science
20 235 (18.20%) Product Roadmap
21 234 (18.13%) Software Engineering
21 234 (18.13%) E-Commerce
22 233 (18.05%) Problem-Solving
23 231 (17.89%) HTML
24 220 (17.04%) CSS
24 220 (17.04%) Wireframes
25 218 (16.89%) Product Management
26 205 (15.88%) React
27 201 (15.57%) Prototyping
28 196 (15.18%) Mentoring

A/B Testing
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 35 (2.71%) CMS
2 29 (2.25%) Confluence
3 22 (1.70%) Jupyter
4 16 (1.24%) WordPress
5 14 (1.08%) Apache Spark
6 11 (0.85%) SAS
7 8 (0.62%) Apache Airflow
8 6 (0.46%) Apache Solr
8 6 (0.46%) Drupal
9 3 (0.23%) Apache Pig
10 1 (0.077%) Adobe Experience Manager
10 1 (0.077%) Apache
10 1 (0.077%) EPiServer
10 1 (0.077%) Ethereum
Applications
1 109 (8.44%) Sketch
2 52 (4.03%) InVision
2 52 (4.03%) Microsoft Excel
3 47 (3.64%) Adobe XD
4 44 (3.41%) Microsoft PowerPoint
5 35 (2.71%) Adobe Creative Suite
6 22 (1.70%) Zeplin
7 13 (1.01%) UXPin
8 11 (0.85%) Photoshop
8 11 (0.85%) SPSS
9 9 (0.70%) Adobe After Effects
9 9 (0.70%) UserZoom
10 7 (0.54%) Adobe Illustrator
10 7 (0.54%) OmniGraffle
11 6 (0.46%) MS Visio
12 2 (0.15%) Acrobat
12 2 (0.15%) Marvel
13 1 (0.077%) InDesign
13 1 (0.077%) Microsoft Office
Business Applications
1 4 (0.31%) Sprinklr
2 3 (0.23%) Shopify
3 2 (0.15%) Magento
Cloud Services
1 275 (21.30%) Google Analytics
2 188 (14.56%) Figma
3 144 (11.15%) AWS
4 92 (7.13%) Power Platform
5 75 (5.81%) Adobe Analytics
6 68 (5.27%) GCP
7 64 (4.96%) SaaS
8 63 (4.88%) GitHub
9 42 (3.25%) Azure
10 41 (3.18%) dbt
10 41 (3.18%) Google Data Studio
10 41 (3.18%) Snowflake
11 33 (2.56%) Serverless
12 32 (2.48%) Datadog
13 31 (2.40%) Slack
14 26 (2.01%) Amazon S3
15 24 (1.86%) Cloud Computing
15 24 (1.86%) Contentsquare
16 20 (1.55%) PaaS
17 19 (1.47%) Google Tag Manager
Communications & Networking
1 44 (3.41%) Broadband
2 24 (1.86%) Skype
3 14 (1.08%) X.25
4 13 (1.01%) Internet
5 10 (0.77%) HTTP
6 6 (0.46%) Intranet
7 2 (0.15%) ATM
7 2 (0.15%) SMS
8 1 (0.077%) 5G
8 1 (0.077%) SD-WAN
8 1 (0.077%) WAN
Database & Business Intelligence
1 169 (13.09%) Tableau
2 92 (7.13%) Power BI
3 84 (6.51%) Looker
4 83 (6.43%) PostgreSQL
5 72 (5.58%) Data Warehouse
6 49 (3.80%) Big Data
7 44 (3.41%) MySQL
8 42 (3.25%) Mixpanel
9 38 (2.94%) BigQuery
10 33 (2.56%) Amazon Redshift
11 28 (2.17%) Metabase
11 28 (2.17%) Redis
11 28 (2.17%) Relational Database
12 23 (1.78%) Data Mining
12 23 (1.78%) Snowflake Schema
13 19 (1.47%) Elasticsearch
14 12 (0.93%) DynamoDB
15 11 (0.85%) Amazon QuickSight
15 11 (0.85%) Metadata
15 11 (0.85%) PostHog
Development Applications
1 126 (9.76%) JIRA
2 101 (7.82%) Git (software)
3 45 (3.49%) Cypress.io
4 44 (3.41%) CircleCI
5 28 (2.17%) webpack
6 24 (1.86%) Selenium
7 16 (1.24%) Axure RP
7 16 (1.24%) Bitbucket Server
8 15 (1.16%) Maven
9 14 (1.08%) Babel
10 12 (0.93%) GitLab
10 12 (0.93%) Octopus Deploy
10 12 (0.93%) Postman
10 12 (0.93%) RSpec
11 11 (0.85%) Storybook
12 9 (0.70%) Balsamiq
13 6 (0.46%) Applitools
13 6 (0.46%) JMeter
14 5 (0.39%) Cucumber
14 5 (0.39%) Serenity BDD
General
1 497 (38.50%) Marketing
2 433 (33.54%) Social Skills
3 420 (32.53%) Finance
4 340 (26.34%) Analytical Skills
5 252 (19.52%) Retail
6 69 (5.34%) Games
7 65 (5.03%) Inclusion and Diversity
8 62 (4.80%) Legal
8 62 (4.80%) Presentation Skills
9 54 (4.18%) Banking
10 41 (3.18%) Advertising
11 40 (3.10%) Automotive
12 38 (2.94%) Publishing
13 25 (1.94%) Tech for Good
14 24 (1.86%) Pharmaceutical
14 24 (1.86%) Retail Finance
15 18 (1.39%) Law
16 13 (1.01%) Organisational Skills
17 12 (0.93%) Documentation Skills
18 11 (0.85%) Social Science
Job Titles
1 217 (16.81%) Analyst
2 205 (15.88%) Product Manager
3 192 (14.87%) Designer
4 116 (8.99%) Developer
5 93 (7.20%) Product Analyst
6 91 (7.05%) UX Designer
7 84 (6.51%) Software Engineer
8 77 (5.96%) Senior Manager
9 75 (5.81%) UI Designer
10 74 (5.73%) Data Scientist
11 73 (5.65%) Senior Analyst
12 72 (5.58%) Senior Product Manager
13 65 (5.03%) Senior Designer
14 62 (4.80%) Data Analyst
15 58 (4.49%) Senior Data Scientist
16 51 (3.95%) Analytics Manager
17 49 (3.80%) UI/UX Designer
18 47 (3.64%) Senior Developer
19 39 (3.02%) Data Engineer
20 36 (2.79%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 231 (17.89%) HTML
2 220 (17.04%) CSS
3 205 (15.88%) React
4 126 (9.76%) Node.js
5 112 (8.68%) HTML5
6 88 (6.82%) CSS3
7 74 (5.73%) GraphQL
8 50 (3.87%) Kafka
8 50 (3.87%) Sass
9 44 (3.41%) Next.js
10 43 (3.33%) Redux
11 40 (3.10%) Spring
12 39 (3.02%) .NET
13 33 (2.56%) Ruby on Rails
13 33 (2.56%) Vue.js
14 32 (2.48%) D3.js
15 27 (2.09%) Jest
16 24 (1.86%) Spring Boot
17 23 (1.78%) koa
18 22 (1.70%) Apollo GraphQL
Miscellaneous
1 616 (47.71%) User Experience
2 90 (6.97%) Mobile App
3 75 (5.81%) Social Media
4 58 (4.49%) Algorithms
5 38 (2.94%) Self-Motivation
6 36 (2.79%) Hackathon
7 28 (2.17%) Virtual Team
8 26 (2.01%) Cloud Native
8 26 (2.01%) Digital Media
8 26 (2.01%) Graphic Design
9 18 (1.39%) Blockchain
10 16 (1.24%) Educational Technology
10 16 (1.24%) Marketing Technology
10 16 (1.24%) Public Cloud
11 15 (1.16%) Analytical Mindset
12 13 (1.01%) Blog
12 13 (1.01%) Credit Risk
12 13 (1.01%) NHS
13 12 (0.93%) Greenfield Project
14 11 (0.85%) Sports Betting
Operating Systems
1 74 (5.73%) Android
2 57 (4.42%) Apple iOS
3 28 (2.17%) Windows
4 18 (1.39%) Linux
Processes & Methodologies
1 626 (48.49%) Analytics
2 543 (42.06%) Agile
3 298 (23.08%) User Research
4 286 (22.15%) UX Design
5 266 (20.60%) Product Strategy
6 263 (20.37%) Data Analysis
7 249 (19.29%) Data Science
8 235 (18.20%) Product Roadmap
9 234 (18.13%) E-Commerce
9 234 (18.13%) Software Engineering
10 233 (18.05%) Problem-Solving
11 220 (17.04%) Wireframes
12 218 (16.89%) Product Management
13 201 (15.57%) Prototyping
14 196 (15.18%) Mentoring
15 174 (13.48%) Business Intelligence
16 160 (12.39%) Visualisation
17 145 (11.23%) Statistics
18 141 (10.92%) Actionable Insight
19 139 (10.77%) Artificial Intelligence
Programming Languages
1 362 (28.04%) SQL
2 344 (26.65%) Python
3 261 (20.22%) JavaScript
4 133 (10.30%) TypeScript
5 116 (8.99%) R
6 82 (6.35%) Java
7 73 (5.65%) Ruby
8 45 (3.49%) Go
9 42 (3.25%) Kotlin
10 34 (2.63%) C#
11 29 (2.25%) PHP
11 29 (2.25%) Scala
12 22 (1.70%) ES6
13 20 (1.55%) C
14 17 (1.32%) Clojure
14 17 (1.32%) Elixir
15 13 (1.01%) Elm
16 9 (0.70%) MATLAB
17 7 (0.54%) Apple Swift
18 5 (0.39%) PowerShell
Qualifications
1 272 (21.07%) Degree
2 34 (2.63%) Computer Science Degree
3 22 (1.70%) Numerate Degree
4 19 (1.47%) Master's Degree
5 16 (1.24%) MBA
6 12 (0.93%) PhD
7 5 (0.39%) AWS Certification
7 5 (0.39%) Microsoft Certification
8 2 (0.15%) SC Cleared
8 2 (0.15%) Security Cleared
9 1 (0.077%) PMI Certification
9 1 (0.077%) PMP
Quality Assurance & Compliance
1 112 (8.68%) Accessibility
2 69 (5.34%) QA
3 36 (2.79%) Actionable Recommendations
4 16 (1.24%) WCAG
5 15 (1.16%) Data Quality
6 13 (1.01%) GDPR
7 2 (0.15%) HIPAA
7 2 (0.15%) SOC 2
8 1 (0.077%) ISO/IEC 27001
System Software
1 54 (4.18%) Docker
Systems Management
1 100 (7.75%) Kubernetes
2 25 (1.94%) Terraform
3 12 (0.93%) yum
4 8 (0.62%) Opscode Chef
5 5 (0.39%) Mesos
6 1 (0.077%) Ansible
6 1 (0.077%) Kubeflow
6 1 (0.077%) Nagios
6 1 (0.077%) Puppet
Vendors
1 358 (27.73%) Google
2 196 (15.18%) Adobe
3 58 (4.49%) Optimizely
4 47 (3.64%) Microsoft
5 44 (3.41%) Apple
6 29 (2.25%) Amplitude
7 24 (1.86%) WorldPay
8 20 (1.55%) Databricks
8 20 (1.55%) Salesforce.com
9 19 (1.47%) New Relic
10 15 (1.16%) Hotjar
11 14 (1.08%) Elastic Path
12 13 (1.01%) Facebook
12 13 (1.01%) PagerDuty
13 11 (0.85%) HubSpot
13 11 (0.85%) Tealium
14 10 (0.77%) Confluent
14 10 (0.77%) mParticle
14 10 (0.77%) Salesforce Marketing Cloud
15 9 (0.70%) MicroStrategy