Period
to 19 November 2018

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 19 November 2018 with a comparison to the same period in the previous 2 years.

A/B Testing
UK
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 729 827 933
Rank change year-on-year +98 +106 +169
Permanent jobs citing A/B Testing 450 389 299
As % of all permanent IT jobs advertised in the UK 0.28% 0.22% 0.16%
As % of the Processes & Methodologies category 0.30% 0.24% 0.17%
Number of salaries quoted 316 325 265
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +11.76%
10th Percentile £32,500 £26,250 £27,500
90th Percentile £74,000 £75,000 £80,000
UK excluding London median annual salary £42,500 £37,500 £37,500
% change year-on-year +13.33% - +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 147,698 163,216 171,560
As % of all permanent IT jobs advertised in the UK 91.11% 91.49% 90.94%
Number of salaries quoted 117,431 129,024 142,667
UK median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £29,000 £28,250 £27,615
90th Percentile £84,250 £80,000 £78,750
UK excluding London median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% -

A/B Testing
Job Vacancy Trend

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

Job vacancy trend for A/B Testing in the UK

A/B Testing
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing A/B Testing.

Salary trend for A/B Testing in the UK

A/B Testing
Salary Histogram

The salary distribution of IT jobs citing A/B Testing over the 6 months to 19 November 2018.

Salary histogram for A/B Testing in the UK

A/B Testing
Top 14 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 19 November 2018. 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
Job
Vacancies
England +95 424 £50,000 +5.26% 101
London +64 248 £59,500 +8.18% 57
UK excluding London +74 198 £42,500 +13.33% 44
South East +74 80 £40,000 - 9
North of England +50 64 £40,000 +6.67% 27
North West +40 50 £42,500 +21.43% 15
Scotland +5 15 £60,000 +65.52%
Yorkshire +19 14 £35,000 -9.09% 10
Midlands -15 14 £28,750 -0.86% 4
West Midlands +1 11 £28,750 +2.68% 4
East of England +24 10 £34,500 -34.29% 1
South West -5 8 £57,500 +49.15% 3
Wales +11 7 £41,000 -13.68%
East Midlands -2 3 £27,500 -26.67%

For the 6 months to 19 November 2018, 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.

1 223 (49.56%) User Experience
2 197 (43.78%) Analytics
3 171 (38.00%) Agile Software Development
4 144 (32.00%) HTML
5 141 (31.33%) JavaScript
6 118 (26.22%) CSS
6 118 (26.22%) Marketing
7 109 (24.22%) E-Commerce
8 100 (22.22%) Retail
9 91 (20.22%) Degree
10 88 (19.56%) Finance
11 87 (19.33%) Analytical Skills
12 84 (18.67%) Adobe
13 82 (18.22%) Stakeholder Management
14 79 (17.56%) Wireframes
15 70 (15.56%) Google
15 70 (15.56%) Data Science
16 63 (14.00%) Visualisation
16 63 (14.00%) HTML5
17 59 (13.11%) Product Management
18 58 (12.89%) Business Intelligence
19 56 (12.44%) Git (software)
19 56 (12.44%) AngularJS
19 56 (12.44%) React
20 55 (12.22%) Web Development
21 54 (12.00%) TDD
22 53 (11.78%) Telecoms
22 53 (11.78%) Google Analytics
23 50 (11.11%) jQuery
23 50 (11.11%) Android

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 44 (9.78%) CMS
2 18 (4.00%) IIS
3 14 (3.11%) Sitecore CMS
4 12 (2.67%) Adobe Experience Manager
4 12 (2.67%) Apache
4 12 (2.67%) Tomcat
5 9 (2.00%) Confluence
6 7 (1.56%) WordPress
7 6 (1.33%) SAS
8 5 (1.11%) Marvel
9 4 (0.89%) Umbraco
10 3 (0.67%) Apache Spark
10 3 (0.67%) EPiServer
10 3 (0.67%) nginx
11 2 (0.44%) Drupal
12 1 (0.22%) Elasticsearch
12 1 (0.22%) SugarCRM
12 1 (0.22%) WebSphere
Applications
1 29 (6.44%) InVision
2 26 (5.78%) Photoshop
3 15 (3.33%) Microsoft Excel
4 11 (2.44%) Adobe Illustrator
5 5 (1.11%) Microsoft Office
5 5 (1.11%) Microsoft PowerPoint
5 5 (1.11%) OmniGraffle
6 4 (0.89%) Adobe Creative Suite
7 2 (0.44%) UserZoom
8 1 (0.22%) Fireworks
8 1 (0.22%) InDesign
8 1 (0.22%) SPSS
8 1 (0.22%) UXPin
Business Applications
1 10 (2.22%) Eloqua
2 9 (2.00%) Salesforce.com CRM
3 3 (0.67%) WebTrends
4 2 (0.44%) Adobe Campaign
4 2 (0.44%) FastStats
4 2 (0.44%) Magento
4 2 (0.44%) Shopify
Cloud Services
1 53 (11.78%) Google Analytics
2 47 (10.44%) Amazon AWS
3 38 (8.44%) Adobe Analytics
4 16 (3.56%) npm
5 15 (3.33%) Serverless
6 13 (2.89%) Google Cloud Platform
7 12 (2.67%) Google Tag Manager
8 10 (2.22%) Microsoft Azure
9 8 (1.78%) SaaS
10 7 (1.56%) AdWords
10 7 (1.56%) GitHub
11 6 (1.33%) BrowserStack
12 5 (1.11%) Google Play
13 4 (0.89%) Firebase
14 3 (0.67%) Adobe Creative Cloud
15 2 (0.44%) AWS Lambda
16 1 (0.22%) Datadog
16 1 (0.22%) Kissmetrics
16 1 (0.22%) Stackdriver
16 1 (0.22%) Zapier
Communications & Networking
1 13 (2.89%) HTTP
2 8 (1.78%) ATM
3 7 (1.56%) Internet
4 6 (1.33%) Broadband
5 3 (0.67%) HTTPS
5 3 (0.67%) SMS
5 3 (0.67%) SSL
Database & Business Intelligence
1 44 (9.78%) Power BI
2 23 (5.11%) SQL Server
3 13 (2.89%) Oracle Reports
4 9 (2.00%) Big Data
5 6 (1.33%) Mixpanel
5 6 (1.33%) MySQL
6 3 (0.67%) Adabas
6 3 (0.67%) Data Warehouse
6 3 (0.67%) Hadoop
6 3 (0.67%) Relational Database
7 2 (0.44%) Blockchain
7 2 (0.44%) Looker
7 2 (0.44%) QlikView
8 1 (0.22%) Amazon Aurora
8 1 (0.22%) Amazon DynamoDB
8 1 (0.22%) Amazon Redshift
8 1 (0.22%) BigQuery
8 1 (0.22%) Data Mining
8 1 (0.22%) Qlik Sense
8 1 (0.22%) RDBMS
Development Applications
1 56 (12.44%) Git (software)
2 34 (7.56%) Grunt
3 33 (7.33%) gulp
4 24 (5.33%) JIRA
5 20 (4.44%) Jenkins
6 19 (4.22%) TeamCity
7 18 (4.00%) Selenium
8 15 (3.33%) Appium
8 15 (3.33%) Atlassian Bamboo
8 15 (3.33%) MSBuild
8 15 (3.33%) webpack
9 13 (2.89%) Axure RP
10 12 (2.67%) Cucumber
10 12 (2.67%) JUnit
10 12 (2.67%) Mockito
11 10 (2.22%) Team Foundation Server
12 9 (2.00%) Gradle
12 9 (2.00%) Visual Studio
13 8 (1.78%) Bitbucket
14 7 (1.56%) Android Studio
General
1 118 (26.22%) Marketing
2 100 (22.22%) Retail
3 88 (19.56%) Finance
4 53 (11.78%) Telecoms
5 24 (5.33%) Games
6 21 (4.67%) Banking
7 15 (3.33%) Advertising
8 5 (1.11%) Multimedia
8 5 (1.11%) Publishing
9 3 (0.67%) Digital Economy
9 3 (0.67%) Pharmaceutical
10 2 (0.44%) Law
10 2 (0.44%) Legal
10 2 (0.44%) Manufacturing
10 2 (0.44%) Music Industry
10 2 (0.44%) Romanian Language
10 2 (0.44%) Russian Language
11 1 (0.22%) Dutch Language
11 1 (0.22%) French Language
11 1 (0.22%) Spanish Language
Job Titles
1 77 (17.11%) Developer
2 64 (14.22%) Designer
3 55 (12.22%) Product Manager
4 54 (12.00%) UX Designer
5 50 (11.11%) Analyst
6 38 (8.44%) Software Engineer
7 31 (6.89%) Front End Developer (Client-Side Developer)
8 25 (5.56%) Digital Analyst
9 21 (4.67%) User Experience Researcher
10 17 (3.78%) .NET Developer
11 15 (3.33%) Data Scientist
11 15 (3.33%) Web Developer
12 14 (3.11%) Digital Product Manager
12 14 (3.11%) Senior Developer
12 14 (3.11%) Senior User Experience Researcher
13 13 (2.89%) Senior Data Scientist
14 12 (2.67%) C# Developer
14 12 (2.67%) QA Leader
15 11 (2.44%) Marketing Manager
15 11 (2.44%) Senior Manager
Libraries, Frameworks & Software Standards
1 144 (32.00%) HTML
2 118 (26.22%) CSS
3 63 (14.00%) HTML5
4 56 (12.44%) AngularJS
4 56 (12.44%) React
5 50 (11.11%) jQuery
6 41 (9.11%) REST
7 40 (8.89%) JSON
8 34 (7.56%) Node.js
9 31 (6.89%) .NET
10 27 (6.00%) .NET Framework
10 27 (6.00%) Web Services
11 22 (4.89%) Backbone.js
11 22 (4.89%) CSS3
12 21 (4.67%) Entity Framework
12 21 (4.67%) Sass
13 20 (4.44%) ASP.NET
13 20 (4.44%) LESS
14 18 (4.00%) RESTful
14 18 (4.00%) Vue.js
Miscellaneous
1 223 (49.56%) User Experience
2 87 (19.33%) Analytical Skills
3 34 (7.56%) Mobile App
4 25 (5.56%) Computer Science
5 20 (4.44%) Mobile Games
5 20 (4.44%) Social Gaming
6 17 (3.78%) Social Media
7 12 (2.67%) Greenfield Project
8 11 (2.44%) Algorithms
9 9 (2.00%) Fintech
9 9 (2.00%) Online Banking
10 8 (1.78%) Credit Risk
11 6 (1.33%) FMCG
12 5 (1.11%) Self-Motivation
13 3 (0.67%) Cloud Native
13 3 (0.67%) Smart Meter
14 2 (0.44%) Blog
14 2 (0.44%) Marketing Technology
14 2 (0.44%) Minimum Viable Product
14 2 (0.44%) Mobile Banking
Operating Systems
1 50 (11.11%) Android
2 47 (10.44%) Apple iOS
3 4 (0.89%) Linux
4 3 (0.67%) Unix
5 2 (0.44%) Windows
6 1 (0.22%) Windows 10
6 1 (0.22%) Windows 7
Processes & Methodologies
1 197 (43.78%) Analytics
2 171 (38.00%) Agile Software Development
3 109 (24.22%) E-Commerce
4 82 (18.22%) Stakeholder Management
5 79 (17.56%) Wireframes
6 70 (15.56%) Data Science
7 63 (14.00%) Visualisation
8 59 (13.11%) Product Management
9 58 (12.89%) Business Intelligence
10 55 (12.22%) Web Development
11 54 (12.00%) TDD
12 49 (10.89%) Decision-Making
13 47 (10.44%) Data-Driven Decision Making
14 46 (10.22%) Artificial Intelligence
14 46 (10.22%) Software Engineering
15 45 (10.00%) MVC
16 44 (9.78%) Data Visualisation
17 42 (9.33%) Continuous Integration
17 42 (9.33%) Data Engineering
17 42 (9.33%) Matrix Organization
Programming Languages
1 141 (31.33%) JavaScript
2 48 (10.67%) SQL
3 43 (9.56%) Java
4 40 (8.89%) Python
5 39 (8.67%) C#
6 24 (5.33%) PHP
6 24 (5.33%) R
7 23 (5.11%) ES6
8 17 (3.78%) Ruby
9 6 (1.33%) Apple Swift
9 6 (1.33%) Objective-C
10 5 (1.11%) C
11 4 (0.89%) Scala
12 3 (0.67%) Natural
12 3 (0.67%) RPG
12 3 (0.67%) RPG IV
12 3 (0.67%) T-SQL
13 2 (0.44%) Kotlin
13 2 (0.44%) MATLAB
14 1 (0.22%) Bash Shell
Qualifications
1 91 (20.22%) Degree
2 14 (3.11%) PhD
3 11 (2.44%) Computer Science Degree
4 6 (1.33%) ISEB
4 6 (1.33%) ISTQB
5 4 (0.89%) Master's Degree
6 2 (0.44%) MBA
7 1 (0.22%) Numerate Degree
Quality Assurance & Compliance
1 31 (6.89%) QA
2 9 (2.00%) GDPR
3 3 (0.67%) ISO/IEC 27001
System Software
1 27 (6.00%) Docker
Systems Management
1 3 (0.67%) Kubernetes
2 2 (0.44%) Terraform
3 1 (0.22%) Ansible
3 1 (0.22%) logstash
3 1 (0.22%) Opscode Chef
3 1 (0.22%) Puppet
3 1 (0.22%) Systems Management Server (SMS)
Vendors
1 84 (18.67%) Adobe
2 70 (15.56%) Google
3 50 (11.11%) Tableau
4 29 (6.44%) Facebook
5 23 (5.11%) Optimizely
6 22 (4.89%) Microsoft
7 18 (4.00%) Oracle
7 18 (4.00%) Sitecore
8 14 (3.11%) Marketo
9 12 (2.67%) Maxymiser
10 9 (2.00%) Monetate
10 9 (2.00%) Pardot
10 9 (2.00%) Salesforce.com
11 8 (1.78%) Atlassian
12 7 (1.56%) IBM
13 6 (1.33%) Tealium
13 6 (1.33%) Xamarin
14 5 (1.11%) Hotjar
14 5 (1.11%) hybris
14 5 (1.11%) Twitter