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

Actionable Recommendations
England > London
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 804 812 901
Rank change year-on-year +8 +89 -13
Permanent jobs citing Actionable Recommendations 21 24 13
As % of all permanent IT jobs advertised in London 0.029% 0.033% 0.016%
As % of the Quality Assurance & Compliance category 0.22% 0.25% 0.12%
Number of salaries quoted 8 20 7
London median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% -5.26%
10th Percentile £42,800 £28,000 £37,250
90th Percentile £91,125 £75,000 £63,250
England median annual salary £50,000 £37,500 £45,000
% change year-on-year +33.33% -16.67% -5.26%

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 9,696 9,647 10,718
As % of all permanent IT jobs advertised in London 13.61% 13.18% 12.92%
Number of salaries quoted 7,477 7,146 8,734
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,750 £33,750 £32,500
90th Percentile £90,000 £85,000 £83,750
England median annual salary £50,000 £49,000 £50,000
% change year-on-year +2.04% -2.00% +11.11%

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 July 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 July 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
West London +14 1 - -
Actionable Recommendations
England

For the 6 months to 20 July 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 21 (100.00%) Actionable Insight
2 11 (52.38%) Analytics
3 9 (42.86%) Tableau
3 9 (42.86%) Degree
3 9 (42.86%) Visualisation
3 9 (42.86%) Business Intelligence
4 8 (38.10%) SQL
4 8 (38.10%) Analytical Skills
5 7 (33.33%) Statistical Modelling
5 7 (33.33%) Finance
5 7 (33.33%) Retail
5 7 (33.33%) Decision-Making
6 6 (28.57%) ETL
6 6 (28.57%) Data Visualisation
6 6 (28.57%) Propensity Modelling
7 5 (23.81%) WorldPay
7 5 (23.81%) Machine Learning
7 5 (23.81%) R
7 5 (23.81%) Cluster Analysis
7 5 (23.81%) Data Modelling
7 5 (23.81%) Agile Software Development
7 5 (23.81%) Data Science
7 5 (23.81%) Decision Tree
8 4 (19.05%) Commercial Awareness
8 4 (19.05%) Due Diligence
8 4 (19.05%) Management Information System
8 4 (19.05%) Python
8 4 (19.05%) Adobe
8 4 (19.05%) SPSS
8 4 (19.05%) CISA

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 3 (14.29%) SAS
Applications
1 4 (19.05%) SPSS
2 1 (4.76%) EViews
2 1 (4.76%) Microsoft Excel
2 1 (4.76%) Microsoft PowerPoint
2 1 (4.76%) Spreadsheet
Business Applications
1 2 (9.52%) Oracle Financials
1 2 (9.52%) Remedy ITSM
1 2 (9.52%) SAP BPC
1 2 (9.52%) SAP GRC
1 2 (9.52%) SAP Oil and Gas
Cloud Services
1 4 (19.05%) Adobe Analytics
Database & Business Intelligence
1 4 (19.05%) Big Data
1 4 (19.05%) Hadoop
2 3 (14.29%) BusinessObjects
2 3 (14.29%) Data Mining
3 2 (9.52%) SAP HANA
4 1 (4.76%) Power BI
General
1 7 (33.33%) Finance
1 7 (33.33%) Retail
2 4 (19.05%) Marketing
3 3 (14.29%) Banking
3 3 (14.29%) Retail Banking
4 2 (9.52%) Telecoms
Job Titles
1 9 (42.86%) Analyst
2 5 (23.81%) Data Scientist
3 4 (19.05%) Consultant
3 4 (19.05%) Data Analyst
3 4 (19.05%) Digital Analyst
4 3 (14.29%) Financial Analyst
4 3 (14.29%) Senior Analyst
4 3 (14.29%) Service Analyst
5 2 (9.52%) Analytics Manager
5 2 (9.52%) ERP Manager
5 2 (9.52%) Management Consultant
5 2 (9.52%) Senior Consultant
5 2 (9.52%) Senior Management Consultant
5 2 (9.52%) Senior Service Management Consultant
5 2 (9.52%) Service Management Consultant
6 1 (4.76%) Planning Manager
6 1 (4.76%) Security Consultant
6 1 (4.76%) Senior Analytics Manager
6 1 (4.76%) Senior Manager
6 1 (4.76%) Senior Marketing Analyst
Libraries, Frameworks & Software Standards
1 2 (9.52%) Oracle Fusion
Miscellaneous
1 8 (38.10%) Analytical Skills
2 4 (19.05%) Management Information System
2 4 (19.05%) User Experience
3 2 (9.52%) Data Protection Act
3 2 (9.52%) Distributed Denial-of-Service
3 2 (9.52%) FMCG
3 2 (9.52%) Life Science
4 1 (4.76%) Self-Motivation
Processes & Methodologies
1 21 (100.00%) Actionable Insight
2 11 (52.38%) Analytics
3 9 (42.86%) Business Intelligence
3 9 (42.86%) Visualisation
4 7 (33.33%) Decision-Making
4 7 (33.33%) Statistical Modelling
5 6 (28.57%) Data Visualisation
5 6 (28.57%) ETL
5 6 (28.57%) Propensity Modelling
6 5 (23.81%) Agile Software Development
6 5 (23.81%) Cluster Analysis
6 5 (23.81%) Data Modelling
6 5 (23.81%) Data Science
6 5 (23.81%) Decision Tree
6 5 (23.81%) Machine Learning
7 4 (19.05%) Commercial Awareness
7 4 (19.05%) Digital Analytics
7 4 (19.05%) Due Diligence
7 4 (19.05%) Internal Audit
8 3 (14.29%) Coaching
Programming Languages
1 8 (38.10%) SQL
2 5 (23.81%) R
3 4 (19.05%) Python
4 1 (4.76%) VBA
Qualifications
1 9 (42.86%) Degree
2 4 (19.05%) CISA
3 2 (9.52%) CISM
3 2 (9.52%) CISSP
3 2 (9.52%) CRISC
3 2 (9.52%) GIAC
3 2 (9.52%) GSNA
3 2 (9.52%) IRCA
3 2 (9.52%) ISO 27001 Lead Auditor
3 2 (9.52%) ISO 27001 Lead Implementer
3 2 (9.52%) Oracle Certification
3 2 (9.52%) PCI QSA
3 2 (9.52%) SANS
Quality Assurance & Compliance
1 4 (19.05%) COBIT
2 3 (14.29%) QA
3 2 (9.52%) COSO
3 2 (9.52%) Cyber Essentials
3 2 (9.52%) Data Quality
3 2 (9.52%) GDPR
3 2 (9.52%) ISO/IEC 27001
3 2 (9.52%) PCI DSS
4 1 (4.76%) ISO 31000
Systems Management
1 2 (9.52%) ServiceCenter
Vendors
1 9 (42.86%) Tableau
2 5 (23.81%) WorldPay
3 4 (19.05%) Adobe
3 4 (19.05%) Alteryx
4 3 (14.29%) MicroStrategy
5 2 (9.52%) BMC
5 2 (9.52%) Cognizant
5 2 (9.52%) HP
5 2 (9.52%) Ivanti
5 2 (9.52%) Oracle
5 2 (9.52%) Remedy
5 2 (9.52%) SAP
5 2 (9.52%) ServiceNow