Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 29 June 2022 with a comparison to the same period in the previous 2 years.

Actionable Recommendations
UK > Work from Home
6 months to
29 Jun 2022		 Same period 2021 Same period 2020
Rank 741 582 309
Rank change year-on-year -159 -273 +45
Permanent jobs citing Actionable Recommendations 118 21 5
As % of all permanent jobs with a WFH option 0.15% 0.057% 0.056%
As % of the Quality Assurance & Compliance category 0.95% 0.46% 0.51%
Number of salaries quoted 14 17 3
10th Percentile - £41,250 £35,800
25th Percentile £46,750 £42,500 £37,375
Median annual salary (50th Percentile) £50,500 £45,000 £40,000
Median % change year-on-year +12.22% +12.50% -15.79%
75th Percentile £60,000 £53,750 -
90th Percentile £78,625 £77,500 -
UK median annual salary £67,500 £57,500 £57,500
% change year-on-year +17.39% - +21.05%

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 with a WFH option and a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Work from Home
Permanent vacancies with a requirement for quality assurance or compliance skills 12,443 4,599 972
As % of all permanent jobs with a WFH option 15.99% 12.50% 10.98%
Number of salaries quoted 6,367 3,112 793
10th Percentile £32,500 £32,500 £31,250
25th Percentile £42,500 £41,250 £41,750
Median annual salary (50th Percentile) £57,500 £52,500 £55,000
Median % change year-on-year +9.52% -4.55% -4.35%
75th Percentile £72,573 £71,250 £72,500
90th Percentile £90,000 £86,250 £82,500
UK median annual salary £55,000 £53,180 £52,500
% change year-on-year +3.42% +1.30% +5.00%

Actionable Recommendations
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Actionable Recommendations as a proportion of all IT jobs advertised.

Actionable Recommendations trend for jobs with a WFH option

Actionable Recommendations
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Actionable Recommendations.

Actionable Recommendations salary trend for jobs with a WFH option

Actionable Recommendations
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Actionable Recommendations over the 6 months to 29 June 2022.

Actionable Recommendations salary histogram for jobs with a WFH option

For the 6 months to 29 June 2022, Actionable Recommendations job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Actionable Recommendations.

1 118 (100.00%) Actionable Insight
2 106 (89.83%) Analytics
3 104 (88.14%) Analytical Skills
4 88 (74.58%) SQL
5 83 (70.34%) Python
5 83 (70.34%) R
6 82 (69.49%) Marketing
7 77 (65.25%) Data Analysis
7 77 (65.25%) Advertising
8 69 (58.47%) Google
9 68 (57.63%) Statistics
10 64 (54.24%) Digital Marketing
11 38 (32.20%) Social Skills
12 34 (28.81%) Analytical Modelling
13 30 (25.42%) Experimental Design
14 26 (22.03%) A/B Testing
14 26 (22.03%) Google Analytics
14 26 (22.03%) Predictive Modelling
14 26 (22.03%) Business Intelligence
15 24 (20.34%) Scenario Testing
15 24 (20.34%) Problem-Solving
16 23 (19.49%) Degree
17 22 (18.64%) Multivariate Analysis
17 22 (18.64%) Data Modelling
17 22 (18.64%) Data Management
17 22 (18.64%) Campaign Analytics
17 22 (18.64%) Time Series Forecasting
18 20 (16.95%) Power BI
18 20 (16.95%) Power Platform
19 19 (16.10%) Data Science

Actionable Recommendations
Co-occurring IT Skills with a WFH Option 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:

Applications
1 11 (9.32%) Microsoft Excel
2 1 (0.85%) Microsoft PowerPoint
2 1 (0.85%) MS Visio
Cloud Services
1 26 (22.03%) Google Analytics
2 20 (16.95%) Power Platform
3 12 (10.17%) Azure
4 11 (9.32%) Google Workspace
5 8 (6.78%) AWS
5 8 (6.78%) SaaS
6 6 (5.08%) dbt
7 3 (2.54%) Google Tag Manager
8 1 (0.85%) GCP
8 1 (0.85%) Salesforce Service Cloud
Database & Business Intelligence
1 20 (16.95%) Power BI
2 16 (13.56%) Tableau
3 12 (10.17%) Data Warehouse
4 10 (8.47%) Relational Database
5 6 (5.08%) MySQL
6 5 (4.24%) BigQuery
7 4 (3.39%) Metabase
8 2 (1.69%) Amazon Redshift
8 2 (1.69%) Data Lake
8 2 (1.69%) Sisense
8 2 (1.69%) SQLPlus
General
1 104 (88.14%) Analytical Skills
2 82 (69.49%) Marketing
3 77 (65.25%) Advertising
4 38 (32.20%) Social Skills
5 13 (11.02%) Finance
6 11 (9.32%) Manufacturing
7 10 (8.47%) Inclusion and Diversity
7 10 (8.47%) Publishing
8 8 (6.78%) Influencing Skills
9 4 (3.39%) Games
10 2 (1.69%) Retail
11 1 (0.85%) Automotive
Job Titles
1 56 (47.46%) Analytics Manager
2 24 (20.34%) Analyst
3 19 (16.10%) Data Analyst
4 13 (11.02%) Data Manager
4 13 (11.02%) Strategy Manager
5 11 (9.32%) Applications Manager
6 6 (5.08%) Data Scientist
6 6 (5.08%) Senior Data Scientist
7 3 (2.54%) Architect
7 3 (2.54%) Cloud Engineer
7 3 (2.54%) Insight Analyst
7 3 (2.54%) Junior
7 3 (2.54%) Junior Architect
7 3 (2.54%) Junior Solutions Architect
7 3 (2.54%) Product Analyst
7 3 (2.54%) Solutions Architect
8 2 (1.69%) Developer
8 2 (1.69%) DevOps Engineer
8 2 (1.69%) Python Developer
9 1 (0.85%) Product Owner
Miscellaneous
1 11 (9.32%) 3D Printing
2 10 (8.47%) BBC
3 8 (6.78%) Private Cloud
4 5 (4.24%) Mobile App
5 2 (1.69%) Mobile Games
5 2 (1.69%) Self-Motivation
6 1 (0.85%) Legacy Systems
6 1 (0.85%) User Experience
Operating Systems
1 10 (8.47%) Windows
Processes & Methodologies
1 118 (100.00%) Actionable Insight
2 106 (89.83%) Analytics
3 77 (65.25%) Data Analysis
4 68 (57.63%) Statistics
5 64 (54.24%) Digital Marketing
6 34 (28.81%) Analytical Modelling
7 30 (25.42%) Experimental Design
8 26 (22.03%) A/B Testing
8 26 (22.03%) Business Intelligence
8 26 (22.03%) Predictive Modelling
9 24 (20.34%) Problem-Solving
9 24 (20.34%) Scenario Testing
10 22 (18.64%) Campaign Analytics
10 22 (18.64%) Data Management
10 22 (18.64%) Data Modelling
10 22 (18.64%) Multivariate Analysis
10 22 (18.64%) Time Series Forecasting
11 19 (16.10%) Data Science
12 18 (15.25%) Data Strategy
12 18 (15.25%) Decision-Making
Programming Languages
1 88 (74.58%) SQL
2 83 (70.34%) Python
2 83 (70.34%) R
3 2 (1.69%) MATLAB
4 1 (0.85%) C
Qualifications
1 23 (19.49%) Degree
2 8 (6.78%) Computer Science Degree
3 5 (4.24%) Master's Degree
4 2 (1.69%) Numerate Degree
Systems Management
1 2 (1.69%) Terraform
Vendors
1 69 (58.47%) Google
2 3 (2.54%) Microsoft
3 2 (1.69%) Databricks
4 1 (0.85%) Pardot
4 1 (0.85%) Salesforce.com