Period
to 9 December 2019

The following table provides summary statistics for permanent job vacancies advertised in London 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 9 December 2019 with a comparison to the same period in the previous 2 years.

Actionable Recommendations
England > London
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 691 774 792
Rank change year-on-year +83 +18 +53
Permanent jobs citing Actionable Recommendations 39 21 67
As % of all permanent IT jobs advertised in London 0.072% 0.032% 0.091%
As % of the Quality Assurance & Compliance category 0.60% 0.25% 0.67%
Number of salaries quoted 31 11 56
London median annual salary £55,000 £50,000 £37,500
Median salary % change year-on-year +10.00% +33.33% -11.76%
10th Percentile £44,000 £46,250 £26,750
90th Percentile £78,250 £52,000 £75,000
England median annual salary £52,500 £50,000 £35,000
% change year-on-year +5.00% +42.86% -12.50%

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 London with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
London
Permanent vacancies with a requirement for quality assurance or compliance skills 6,520 8,487 9,973
As % of all permanent IT jobs advertised in London 12.11% 12.84% 13.50%
Number of salaries quoted 5,056 6,537 7,285
London median annual salary £60,000 £60,000 £60,000
10th Percentile £36,250 £33,750 £35,000
90th Percentile £93,750 £90,000 £86,250
England median annual salary £51,871 £50,000 £50,000
% change year-on-year +3.74% - -

Actionable Recommendations
Job Vacancy Trend in London

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

Job vacancy trend for Actionable Recommendations in London

Actionable Recommendations
Salary Trend in London

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

Salary trend for Actionable Recommendations in London

Actionable Recommendations
Salary Histogram in London

The salary distribution of IT jobs citing Actionable Recommendations in London over the 6 months to 9 December 2019.

Salary histogram for Actionable Recommendations in London

Actionable Recommendations
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Actionable Recommendations within the London region over the 6 months to 9 December 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
Central London +30 7 £50,000 +5.26%
Actionable Recommendations
England

For the 6 months to 9 December 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 London region with a requirement for Actionable Recommendations.

1 39 (100.00%) Actionable Insight
2 27 (69.23%) Analytical Skills
3 21 (53.85%) Agile Software Development
4 19 (48.72%) SQL
5 17 (43.59%) Problem-Solving
6 15 (38.46%) Analytical Thinking
7 14 (35.90%) Collaborative Working
7 14 (35.90%) Customer Segmentation
7 14 (35.90%) R
7 14 (35.90%) Customer Insight
8 13 (33.33%) Banking
9 12 (30.77%) Python
9 12 (30.77%) Online Banking
9 12 (30.77%) Marketing
9 12 (30.77%) Analytics
10 11 (28.21%) Machine Learning
11 10 (25.64%) Finance
12 8 (20.51%) Stakeholder Management
12 8 (20.51%) CRM
13 7 (17.95%) Marketing Strategy
13 7 (17.95%) Degree
13 7 (17.95%) Mentoring
13 7 (17.95%) Fintech
14 6 (15.38%) Data-Driven Decision Making
14 6 (15.38%) Data Analysis
14 6 (15.38%) Tableau
14 6 (15.38%) Data Modelling
14 6 (15.38%) Business Intelligence
14 6 (15.38%) BusinessObjects
15 5 (12.82%) Econometrics

Actionable Recommendations
Co-occurring IT Skills in London 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 4 (10.26%) SAS
Applications
1 4 (10.26%) Microsoft Excel
2 1 (2.56%) SPSS
Business Applications
1 2 (5.13%) Dynamics CRM
2 1 (2.56%) FastStats
Cloud Services
1 5 (12.82%) Power Platform
2 2 (5.13%) AWS
2 2 (5.13%) Cloud Computing
2 2 (5.13%) Google Analytics
Database & Business Intelligence
1 6 (15.38%) BusinessObjects
2 5 (12.82%) Power BI
3 3 (7.69%) Data Mining
4 2 (5.13%) Data Warehouse
5 1 (2.56%) QlikView
General
1 13 (33.33%) Banking
2 12 (30.77%) Marketing
3 10 (25.64%) Finance
4 1 (2.56%) Publishing
Job Titles
1 17 (43.59%) Analyst
2 13 (33.33%) Data Analyst
3 10 (25.64%) Senior Analyst
4 7 (17.95%) Insight Analyst
4 7 (17.95%) Senior Data Analyst
5 6 (15.38%) Data Scientist
5 6 (15.38%) Senior Insight Analyst
5 6 (15.38%) Senior Manager
6 5 (12.82%) Data Insight Analyst
6 5 (12.82%) Insight Data Analyst
7 4 (10.26%) User Experience Researcher
8 2 (5.13%) Financial Analyst
8 2 (5.13%) Insight Manager
8 2 (5.13%) Service Analyst
9 1 (2.56%) Applications Specialist
9 1 (2.56%) Marketing Analyst
9 1 (2.56%) Senior Financial Analyst
9 1 (2.56%) Senior Marketing Analyst
9 1 (2.56%) Web Specialist
9 1 (2.56%) Web Tester
Miscellaneous
1 27 (69.23%) Analytical Skills
2 12 (30.77%) Online Banking
3 5 (12.82%) User Experience
4 2 (5.13%) Self-Motivation
5 1 (2.56%) Algorithms
Operating Systems
1 1 (2.56%) Android
1 1 (2.56%) Apple iOS
Processes & Methodologies
1 39 (100.00%) Actionable Insight
2 21 (53.85%) Agile Software Development
3 17 (43.59%) Problem-Solving
4 15 (38.46%) Analytical Thinking
5 14 (35.90%) Collaborative Working
5 14 (35.90%) Customer Insight
5 14 (35.90%) Customer Segmentation
6 12 (30.77%) Analytics
7 11 (28.21%) Machine Learning
8 8 (20.51%) CRM
8 8 (20.51%) Stakeholder Management
9 7 (17.95%) Fintech
9 7 (17.95%) Marketing Strategy
9 7 (17.95%) Mentoring
10 6 (15.38%) Business Intelligence
10 6 (15.38%) Data Analysis
10 6 (15.38%) Data Modelling
10 6 (15.38%) Data-Driven Decision Making
11 5 (12.82%) Econometrics
11 5 (12.82%) Visualisation
Programming Languages
1 19 (48.72%) SQL
2 14 (35.90%) R
3 12 (30.77%) Python
Qualifications
1 7 (17.95%) Degree
2 1 (2.56%) CREST Certified
Quality Assurance & Compliance
1 2 (5.13%) Data Quality
Vendors
1 6 (15.38%) Tableau
2 4 (10.26%) WorldPay
3 2 (5.13%) Google
3 2 (5.13%) IBM
3 2 (5.13%) Informatica
3 2 (5.13%) SAP
3 2 (5.13%) Talend
4 1 (2.56%) Alterian
4 1 (2.56%) Facebook
4 1 (2.56%) Twitter