Period
to 23 April 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Actionable Recommendations skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Actionable Recommendations over the 6 months to 23 April 2019 with a comparison to the same period in the previous 2 years.

Actionable Recommendations
UK > England
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 1020 1117 1117
Rank change year-on-year +97 0 +117
Permanent jobs citing Actionable Recommendations 42 56 25
As % of all permanent IT jobs advertised in England 0.031% 0.034% 0.015%
As % of the Quality Assurance & Compliance category 0.22% 0.26% 0.13%
Number of salaries quoted 33 30 13
England median annual salary £47,500 £30,000 £28,000
Median salary % change year-on-year +58.33% +7.14% -41.05%
10th Percentile £29,250 £26,137 £20,622
90th Percentile £62,500 £76,500 £42,500
UK median annual salary £41,000 £30,000 £28,000
% change year-on-year +36.67% +7.14% -41.05%

Actionable Recommendations is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
England
Permanent vacancies with a requirement for quality assurance or compliance skills 19,261 21,260 19,683
As % of all permanent IT jobs advertised in England 14.02% 12.81% 12.20%
Number of salaries quoted 14,062 16,582 15,688
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,000 £27,539 £26,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Actionable Recommendations
Job Vacancy Trend in England

Job postings citing Actionable Recommendations as a percentage of all IT jobs advertised in England.

Job vacancy trend for Actionable Recommendations in England

Actionable Recommendations
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Actionable Recommendations in England.

Salary trend for Actionable Recommendations in England

Actionable Recommendations
Salary Histogram in England

The salary distribution of IT jobs citing Actionable Recommendations in England over the 6 months to 23 April 2019.

Salary histogram for Actionable Recommendations in England

Actionable Recommendations
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Actionable Recommendations within the England region over the 6 months to 23 April 2019. 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
London +57 29 £44,250 +47.50% 1
Midlands +38 6 £57,500 +172.75%
North of England +49 4 £32,500 -56.67%
East Midlands - 4 £60,000 -
North West +43 3 £32,500 -45.83%
South West +13 3 £40,000 -11.11%
West Midlands +24 2 £51,250 +143.10%
Yorkshire +20 1 £32,500 -63.89%
Actionable Recommendations
UK

For the 6 months to 23 April 2019, IT jobs citing Actionable Recommendations 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 across the England region with a requirement for Actionable Recommendations.

1 42 (100.00%) Actionable Insight
2 32 (76.19%) Analytical Skills
3 31 (73.81%) SQL
4 21 (50.00%) Analytics
5 18 (42.86%) Degree
6 16 (38.10%) Python
7 15 (35.71%) R
8 13 (30.95%) Agile Software Development
8 13 (30.95%) Data Analysis
9 11 (26.19%) Marketing
9 11 (26.19%) Data Modelling
10 10 (23.81%) Finance
10 10 (23.81%) Machine Learning
11 9 (21.43%) Propensity Modelling
11 9 (21.43%) Data Science
12 8 (19.05%) Wireframes
13 7 (16.67%) Customer Analysis
13 7 (16.67%) Mentoring
13 7 (16.67%) WorldPay
13 7 (16.67%) Cluster Analysis
13 7 (16.67%) Decision Tree
13 7 (16.67%) Data-Driven Decision Making
14 6 (14.29%) Stakeholder Management
14 6 (14.29%) Advertising
14 6 (14.29%) SAS
14 6 (14.29%) CRM
14 6 (14.29%) BusinessObjects
14 6 (14.29%) Visualisation
15 5 (11.90%) User Stories
15 5 (11.90%) User Experience

Actionable Recommendations
Co-occurring IT Skills in England 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 6 (14.29%) SAS
2 2 (4.76%) Marvel
Applications
1 4 (9.52%) Microsoft Excel
2 2 (4.76%) InVision
Cloud Services
1 4 (9.52%) Google Analytics
2 3 (7.14%) Microsoft Azure
3 1 (2.38%) Google Cloud Platform
Database & Business Intelligence
1 6 (14.29%) BusinessObjects
2 3 (7.14%) Power BI
2 3 (7.14%) QlikView
3 1 (2.38%) BigQuery
3 1 (2.38%) Relational Database
Development Applications
1 4 (9.52%) Axure RP
2 2 (4.76%) Balsamiq Mockups
2 2 (4.76%) Visual Website Optimizer
General
1 11 (26.19%) Marketing
2 10 (23.81%) Finance
3 6 (14.29%) Advertising
4 1 (2.38%) Music Industry
4 1 (2.38%) Publishing
4 1 (2.38%) Retail
Job Titles
1 19 (45.24%) Analyst
2 9 (21.43%) Insight Analyst
3 8 (19.05%) Data Scientist
4 7 (16.67%) Data Analyst
4 7 (16.67%) Senior Analyst
5 6 (14.29%) Senior Insight Analyst
6 4 (9.52%) Designer
6 4 (9.52%) Product Manager
6 4 (9.52%) UX Designer
7 3 (7.14%) Business Analyst
7 3 (7.14%) Digital Product Manager
7 3 (7.14%) Senior Manager
8 2 (4.76%) Consultant
8 2 (4.76%) Data Insight Analyst
8 2 (4.76%) Financial Analyst
8 2 (4.76%) Insight Data Analyst
8 2 (4.76%) Insight Manager
8 2 (4.76%) Senior Financial Analyst
9 1 (2.38%) Business Data Analyst
9 1 (2.38%) UI Designer
Libraries, Frameworks & Software Standards
1 3 (7.14%) CSS
1 3 (7.14%) HTML
2 1 (2.38%) RESTful
2 1 (2.38%) SOAP
2 1 (2.38%) Web Services
Miscellaneous
1 32 (76.19%) Analytical Skills
2 5 (11.90%) User Experience
3 3 (7.14%) Public Cloud
3 3 (7.14%) Virtual Team
4 1 (2.38%) Analytical Mindset
4 1 (2.38%) Greenfield Project
Operating Systems
1 1 (2.38%) Android
1 1 (2.38%) Apple iOS
Processes & Methodologies
1 42 (100.00%) Actionable Insight
2 21 (50.00%) Analytics
3 13 (30.95%) Agile Software Development
3 13 (30.95%) Data Analysis
4 11 (26.19%) Data Modelling
5 10 (23.81%) Machine Learning
6 9 (21.43%) Data Science
6 9 (21.43%) Propensity Modelling
7 8 (19.05%) Wireframes
8 7 (16.67%) Cluster Analysis
8 7 (16.67%) Customer Analysis
8 7 (16.67%) Data-Driven Decision Making
8 7 (16.67%) Decision Tree
8 7 (16.67%) Mentoring
9 6 (14.29%) CRM
9 6 (14.29%) Stakeholder Management
9 6 (14.29%) Visualisation
10 5 (11.90%) Predictive Analytics
10 5 (11.90%) Software Engineering
10 5 (11.90%) User Stories
Programming Languages
1 31 (73.81%) SQL
2 16 (38.10%) Python
3 15 (35.71%) R
4 4 (9.52%) JavaScript
Qualifications
1 18 (42.86%) Degree
2 4 (9.52%) Computer Science Degree
3 1 (2.38%) CREST Certified
3 1 (2.38%) OSCE
Quality Assurance & Compliance
1 2 (4.76%) QA
Vendors
1 7 (16.67%) WorldPay
2 4 (9.52%) Google
2 4 (9.52%) Tableau
3 2 (4.76%) Adobe
3 2 (4.76%) ClickTale
3 2 (4.76%) Hotjar
3 2 (4.76%) Maxymiser
3 2 (4.76%) Optimizely
4 1 (2.38%) Microsoft