Period
to 8 December 2021

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 8 December 2021 with a comparison to the same period in the previous 2 years.

Actionable Recommendations
England > London
6 months to
8 Dec 2021
Same period 2020 Same period 2019
Rank 700 492 684
Rank change year-on-year -208 +192 +105
Permanent jobs citing Actionable Recommendations 25 2 40
As % of all permanent jobs advertised in London 0.049% 0.009% 0.075%
As % of the Quality Assurance & Compliance category 0.33% 0.076% 0.58%
Number of salaries quoted 18 2 32
10th Percentile £42,500 £59,000 £44,000
25th Percentile £42,813 £61,250 £47,375
Median annual salary (50th Percentile) £71,250 £70,000 £55,000
Median % change year-on-year +1.79% +27.27% +10.00%
75th Percentile £78,750 £81,250 £78,250
90th Percentile £90,000 £85,000 "
England median annual salary £60,000 £70,000 £53,750
% change year-on-year -14.29% +30.23% +7.50%

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 7,681 2,642 6,881
As % of all permanent IT jobs advertised in London 15.03% 11.89% 12.86%
Number of salaries quoted 5,093 2,166 5,336
10th Percentile £40,000 £41,250 £36,250
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% -
75th Percentile £85,000 £81,250 £78,364
90th Percentile £102,400 £95,000 £93,750
England median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

Actionable Recommendations
Job Vacancy Trend in London

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

Job vacancy trend for Actionable Recommendations in London

Actionable Recommendations
Salary Trend in London

3-month moving average salary quoted in jobs citing Actionable Recommendations in London.

Salary trend for Actionable Recommendations in London

Actionable Recommendations
Salary Histogram in London

Salary distribution for jobs citing Actionable Recommendations in London over the 6 months to 8 December 2021.

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 8 December 2021. 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 - 7 £45,000 - 2
Actionable Recommendations
England

For the 6 months to 8 December 2021, 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 25 (100.00%) Actionable Insight
2 13 (52.00%) Social Skills
2 13 (52.00%) Degree
3 12 (48.00%) Analytics
4 11 (44.00%) Analytical Skills
5 10 (40.00%) Finance
5 10 (40.00%) Presentation Skills
6 9 (36.00%) Python
6 9 (36.00%) SQL
7 7 (28.00%) Retail
7 7 (28.00%) Telecoms
7 7 (28.00%) Data Analytics
7 7 (28.00%) Data Science
8 6 (24.00%) Machine Learning
8 6 (24.00%) Big Data
8 6 (24.00%) Data Quality
8 6 (24.00%) Cybersecurity
8 6 (24.00%) Statistics
8 6 (24.00%) Marketing
8 6 (24.00%) Computer Science
8 6 (24.00%) Data Analysis
9 5 (20.00%) Microsoft
9 5 (20.00%) Data Cleansing
9 5 (20.00%) Hadoop
9 5 (20.00%) Impala
9 5 (20.00%) Apache Hive
9 5 (20.00%) Computer Science Degree
9 5 (20.00%) Data Lake
9 5 (20.00%) Algorithms
10 4 (16.00%) GDPR

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 1 (4.00%) Appian
1 1 (4.00%) SAS
Applications
1 2 (8.00%) Microsoft Excel
1 2 (8.00%) Microsoft Office
Business Applications
1 1 (4.00%) Oracle ERP
1 1 (4.00%) Oracle Financials
1 1 (4.00%) Oracle Procure-to-Pay
1 1 (4.00%) SAP BPC
1 1 (4.00%) SAP GRC
1 1 (4.00%) SAP Oil and Gas
Cloud Services
1 3 (12.00%) PaaS
1 3 (12.00%) SaaS
2 1 (4.00%) Adobe Analytics
2 1 (4.00%) Dynamics 365
2 1 (4.00%) Google Analytics
2 1 (4.00%) Power Platform
2 1 (4.00%) PowerApps
2 1 (4.00%) Snowflake
Database & Business Intelligence
1 6 (24.00%) Big Data
2 5 (20.00%) Apache Hive
2 5 (20.00%) Data Lake
2 5 (20.00%) Hadoop
2 5 (20.00%) Impala
3 2 (8.00%) Tableau
4 1 (4.00%) Oracle Reports
4 1 (4.00%) Power BI
4 1 (4.00%) SAP HANA
4 1 (4.00%) SQLPlus
General
1 13 (52.00%) Social Skills
2 11 (44.00%) Analytical Skills
3 10 (40.00%) Finance
3 10 (40.00%) Presentation Skills
4 7 (28.00%) Retail
4 7 (28.00%) Telecoms
5 6 (24.00%) Marketing
6 3 (12.00%) Games
6 3 (12.00%) Public Sector
7 2 (8.00%) Banking
Job Titles
1 11 (44.00%) Analyst
2 7 (28.00%) Data Analyst
3 4 (16.00%) Consultant
4 3 (12.00%) Pricing Analyst
4 3 (12.00%) Security Consultant
4 3 (12.00%) Senior Consultant
4 3 (12.00%) Senior Security Consultant
5 2 (8.00%) Analytics Manager
5 2 (8.00%) Cybersecurity Consultant
5 2 (8.00%) Insight Manager
5 2 (8.00%) IT Manager
5 2 (8.00%) Senior Cybersecurity Consultant
5 2 (8.00%) Software Asset Manager
5 2 (8.00%) Software Manager
6 1 (4.00%) Data Manager
6 1 (4.00%) Head of Operations
6 1 (4.00%) Information Security Consultant
6 1 (4.00%) Lead Business Analyst
6 1 (4.00%) Marketing Consultant
6 1 (4.00%) Risk Manager
Libraries, Frameworks & Software Standards
1 1 (4.00%) Oracle Fusion
Miscellaneous
1 5 (20.00%) Algorithms
2 3 (12.00%) Data Protection Act
2 3 (12.00%) Distributed Denial-of-Service
2 3 (12.00%) Management Information System
3 2 (8.00%) Blog
3 2 (8.00%) User Experience
4 1 (4.00%) Analytical Mindset
4 1 (4.00%) FMCG
4 1 (4.00%) Life Science
4 1 (4.00%) Robotics
4 1 (4.00%) Tandem
Processes & Methodologies
1 25 (100.00%) Actionable Insight
2 12 (48.00%) Analytics
3 7 (28.00%) Data Analytics
3 7 (28.00%) Data Science
4 6 (24.00%) Computer Science
4 6 (24.00%) Cybersecurity
4 6 (24.00%) Data Analysis
4 6 (24.00%) Machine Learning
4 6 (24.00%) Statistics
5 5 (20.00%) Data Cleansing
6 4 (16.00%) Business Development
6 4 (16.00%) Internal Audit
7 3 (12.00%) Data Privacy
7 3 (12.00%) Fintech
7 3 (12.00%) Line Management
7 3 (12.00%) Pricing Strategy
7 3 (12.00%) Qualitative Research
7 3 (12.00%) Quantitative Research
7 3 (12.00%) Strategic Thinking
7 3 (12.00%) Thought Leadership
Programming Languages
1 9 (36.00%) Python
1 9 (36.00%) SQL
2 3 (12.00%) R
Qualifications
1 13 (52.00%) Degree
2 5 (20.00%) Computer Science Degree
3 3 (12.00%) CISM
3 3 (12.00%) CISSP
3 3 (12.00%) CRISC
3 3 (12.00%) GIAC
3 3 (12.00%) GSNA
3 3 (12.00%) IRCA
3 3 (12.00%) PCI QSA
3 3 (12.00%) SANS
3 3 (12.00%) Security Cleared
4 2 (8.00%) CISA
5 1 (4.00%) ISO 27001 Lead Auditor
5 1 (4.00%) ISO 27001 Lead Implementer
5 1 (4.00%) Oracle Certification
Quality Assurance & Compliance
1 6 (24.00%) Data Quality
2 4 (16.00%) GDPR
2 4 (16.00%) GRC
3 3 (12.00%) COBIT
3 3 (12.00%) COSO
3 3 (12.00%) Cyber Essentials
3 3 (12.00%) ISO/IEC 27001
3 3 (12.00%) PCI DSS
Vendors
1 5 (20.00%) Microsoft
2 3 (12.00%) Oracle
3 2 (8.00%) IBM
4 1 (4.00%) Adobe
4 1 (4.00%) Alteryx
4 1 (4.00%) Automation Anywhere
4 1 (4.00%) Google
4 1 (4.00%) SAP
4 1 (4.00%) UiPath