Period
to 22 January 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 22 January 2019 with a comparison to the same period in the previous 2 years.

Actionable Recommendations
England > London
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 757 766 812
Rank change year-on-year +9 +46 +53
Permanent jobs citing Actionable Recommendations 21 60 9
As % of all permanent IT jobs advertised in London 0.033% 0.086% 0.013%
As % of the Quality Assurance & Compliance category 0.26% 0.64% 0.099%
Number of salaries quoted 13 47 3
London median annual salary £47,500 £30,000 £42,500
Median salary % change year-on-year +58.33% -29.41% -10.53%
10th Percentile £41,000 £26,750 £31,450
90th Percentile £51,900 £76,500 £54,750
England median annual salary £47,500 £30,150 £40,000
% change year-on-year +57.55% -24.63% -15.79%

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 8,219 9,372 9,046
As % of all permanent IT jobs advertised in London 13.02% 13.41% 12.96%
Number of salaries quoted 6,137 7,254 7,439
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £35,000 £35,000 £32,500
90th Percentile £91,250 £86,250 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 22 January 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 22 January 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 +11 4 £47,500 -29.63% 1
West London +10 1 - - 1
South London -27 1 £48,500 +70.18%
Actionable Recommendations
England

For the 6 months to 22 January 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 21 (100.00%) Actionable Insight
2 16 (76.19%) SQL
2 16 (76.19%) Python
3 15 (71.43%) R
3 15 (71.43%) Analytical Skills
4 9 (42.86%) Machine Learning
4 9 (42.86%) Agile Software Development
4 9 (42.86%) Data Science
5 8 (38.10%) Decision Tree
5 8 (38.10%) BusinessObjects
5 8 (38.10%) Degree
6 7 (33.33%) Cluster Analysis
6 7 (33.33%) Customer Analysis
6 7 (33.33%) Propensity Modelling
6 7 (33.33%) Data Modelling
6 7 (33.33%) WorldPay
6 7 (33.33%) Data-Driven Decision Making
7 6 (28.57%) Mentoring
7 6 (28.57%) Analytics
8 5 (23.81%) SAS
8 5 (23.81%) CRM
8 5 (23.81%) Data Analysis
8 5 (23.81%) Stakeholder Management
9 4 (19.05%) SPSS
10 3 (14.29%) Data Mining
10 3 (14.29%) MicroStrategy
10 3 (14.29%) Business Intelligence
10 3 (14.29%) Statistical Modelling
10 3 (14.29%) Tableau
10 3 (14.29%) Visualisation

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 5 (23.81%) SAS
Applications
1 4 (19.05%) SPSS
Cloud Services
1 1 (4.76%) Azure Data Factory
1 1 (4.76%) Google Cloud Platform
1 1 (4.76%) Microsoft Azure
Communications & Networking
1 1 (4.76%) SMS
Database & Business Intelligence
1 8 (38.10%) BusinessObjects
2 3 (14.29%) Data Mining
3 1 (4.76%) Azure SQL Database
3 1 (4.76%) Big Data
3 1 (4.76%) BigQuery
3 1 (4.76%) Data Lake
General
1 2 (9.52%) Advertising
1 2 (9.52%) Banking
1 2 (9.52%) Marketing
1 2 (9.52%) Retail
1 2 (9.52%) Retail Banking
2 1 (4.76%) Finance
2 1 (4.76%) Games
Job Titles
1 9 (42.86%) Analyst
2 7 (33.33%) Data Scientist
3 6 (28.57%) Data Analyst
4 3 (14.29%) Insight Analyst
5 2 (9.52%) Insight Manager
5 2 (9.52%) Senior Analyst
5 2 (9.52%) Senior Insight Analyst
5 2 (9.52%) Senior Manager
6 1 (4.76%) Customer Analyst
6 1 (4.76%) Customer Insight Analyst
6 1 (4.76%) Data Engineer
6 1 (4.76%) Financial Analyst
6 1 (4.76%) Product Analyst
6 1 (4.76%) Service Analyst
6 1 (4.76%) User Experience Researcher
Miscellaneous
1 15 (71.43%) Analytical Skills
2 2 (9.52%) User Experience
3 1 (4.76%) Fintech
3 1 (4.76%) Online Games
Processes & Methodologies
1 21 (100.00%) Actionable Insight
2 9 (42.86%) Agile Software Development
2 9 (42.86%) Data Science
2 9 (42.86%) Machine Learning
3 8 (38.10%) Decision Tree
4 7 (33.33%) Cluster Analysis
4 7 (33.33%) Customer Analysis
4 7 (33.33%) Data Modelling
4 7 (33.33%) Data-Driven Decision Making
4 7 (33.33%) Propensity Modelling
5 6 (28.57%) Analytics
5 6 (28.57%) Mentoring
6 5 (23.81%) CRM
6 5 (23.81%) Data Analysis
6 5 (23.81%) Stakeholder Management
7 3 (14.29%) Business Intelligence
7 3 (14.29%) Statistical Modelling
7 3 (14.29%) Visualisation
8 2 (9.52%) Deep Learning
8 2 (9.52%) Digital Marketing
Programming Languages
1 16 (76.19%) Python
1 16 (76.19%) SQL
2 15 (71.43%) R
3 1 (4.76%) JavaScript
3 1 (4.76%) T-SQL
3 1 (4.76%) VBA
Qualifications
1 8 (38.10%) Degree
Quality Assurance & Compliance
1 3 (14.29%) QA
Vendors
1 7 (33.33%) WorldPay
2 3 (14.29%) MicroStrategy
2 3 (14.29%) Tableau
3 1 (4.76%) Google
3 1 (4.76%) Microsoft