Period
to 20 November 2018

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

Actionable Recommendations
England > London
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 771 784 840
Rank change year-on-year +13 +56 +50
Permanent jobs citing Actionable Recommendations 23 64 16
As % of all permanent IT jobs advertised in London 0.034% 0.085% 0.021%
As % of the Quality Assurance & Compliance category 0.27% 0.63% 0.16%
Number of salaries quoted 12 54 5
London median annual salary £50,000 £37,500 £42,500
Median salary % change year-on-year +33.33% -11.76% -10.53%
10th Percentile £36,125 £26,750 £31,400
90th Percentile £51,950 £75,000 £56,000
England median annual salary £50,000 £35,000 £40,000
% change year-on-year +42.86% -12.50% -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 8,517 10,156 9,813
As % of all permanent IT jobs advertised in London 12.64% 13.50% 13.11%
Number of salaries quoted 6,638 7,296 8,093
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £33,750 £35,000 £32,500
90th Percentile £90,000 £85,000 £86,250
England median annual salary £50,000 £50,000 £50,000

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 20 November 2018.

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 20 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
Central London +3 4 £47,500 -32.14%
West London +15 1 - - 2
South London -29 1 £48,500 +70.18%
Actionable Recommendations
England

For the 6 months to 20 November 2018, 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 23 (100.00%) Actionable Insight
2 12 (52.17%) SQL
2 12 (52.17%) Analytics
3 11 (47.83%) Analytical Skills
4 10 (43.48%) Machine Learning
4 10 (43.48%) Python
4 10 (43.48%) Agile Software Development
4 10 (43.48%) Data Science
4 10 (43.48%) Data-Driven Decision Making
5 9 (39.13%) Decision Tree
5 9 (39.13%) Degree
5 9 (39.13%) R
5 9 (39.13%) Propensity Modelling
6 8 (34.78%) Statistical Modelling
6 8 (34.78%) WorldPay
6 8 (34.78%) Customer Analysis
6 8 (34.78%) Tableau
6 8 (34.78%) Visualisation
6 8 (34.78%) Cluster Analysis
6 8 (34.78%) Data Modelling
6 8 (34.78%) SAS
6 8 (34.78%) Business Intelligence
7 7 (30.43%) SPSS
8 6 (26.09%) BusinessObjects
8 6 (26.09%) MicroStrategy
8 6 (26.09%) Data Mining
8 6 (26.09%) QA
9 5 (21.74%) Retail Banking
9 5 (21.74%) Banking
9 5 (21.74%) Retail

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 8 (34.78%) SAS
Applications
1 7 (30.43%) SPSS
Cloud Services
1 2 (8.70%) Adobe Analytics
2 1 (4.35%) Azure Data Factory
2 1 (4.35%) Google Cloud Platform
2 1 (4.35%) Microsoft Azure
Communications & Networking
1 1 (4.35%) SMS
Database & Business Intelligence
1 6 (26.09%) BusinessObjects
1 6 (26.09%) Data Mining
2 3 (13.04%) Big Data
3 2 (8.70%) Hadoop
4 1 (4.35%) Azure SQL Database
4 1 (4.35%) BigQuery
4 1 (4.35%) Data Lake
General
1 5 (21.74%) Banking
1 5 (21.74%) Retail
1 5 (21.74%) Retail Banking
2 4 (17.39%) Finance
3 2 (8.70%) Advertising
3 2 (8.70%) Marketing
4 1 (4.35%) Games
Job Titles
1 10 (43.48%) Analyst
2 8 (34.78%) Data Scientist
3 7 (30.43%) Data Analyst
4 4 (17.39%) Financial Analyst
4 4 (17.39%) Service Analyst
5 2 (8.70%) Digital Analyst
6 1 (4.35%) Customer Analyst
6 1 (4.35%) Customer Insight Analyst
6 1 (4.35%) Data Engineer
6 1 (4.35%) Insight Analyst
6 1 (4.35%) Product Analyst
6 1 (4.35%) Senior Analyst
6 1 (4.35%) User Experience Researcher
Miscellaneous
1 11 (47.83%) Analytical Skills
2 4 (17.39%) User Experience
3 1 (4.35%) Fintech
3 1 (4.35%) Online Games
Processes & Methodologies
1 23 (100.00%) Actionable Insight
2 12 (52.17%) Analytics
3 10 (43.48%) Agile Software Development
3 10 (43.48%) Data Science
3 10 (43.48%) Data-Driven Decision Making
3 10 (43.48%) Machine Learning
4 9 (39.13%) Decision Tree
4 9 (39.13%) Propensity Modelling
5 8 (34.78%) Business Intelligence
5 8 (34.78%) Cluster Analysis
5 8 (34.78%) Customer Analysis
5 8 (34.78%) Data Modelling
5 8 (34.78%) Statistical Modelling
5 8 (34.78%) Visualisation
6 3 (13.04%) Decision-Making
7 2 (8.70%) Deep Learning
7 2 (8.70%) Digital Analytics
7 2 (8.70%) Due Diligence
7 2 (8.70%) Problem-Solving
7 2 (8.70%) Statistical Learning
Programming Languages
1 12 (52.17%) SQL
2 10 (43.48%) Python
3 9 (39.13%) R
4 1 (4.35%) JavaScript
4 1 (4.35%) T-SQL
4 1 (4.35%) VBA
Qualifications
1 9 (39.13%) Degree
Quality Assurance & Compliance
1 6 (26.09%) QA
2 1 (4.35%) Data Quality
Vendors
1 8 (34.78%) Tableau
1 8 (34.78%) WorldPay
2 6 (26.09%) MicroStrategy
3 2 (8.70%) Adobe
4 1 (4.35%) Alteryx
4 1 (4.35%) Google
4 1 (4.35%) Microsoft