Actionable Recommendations Jobs in Scotland

Actionable Recommendations
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Actionable Recommendations skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Actionable Recommendations over the 6 months leading up to 16 July 2025, comparing them to the same period in the previous two years.

6 months to
16 Jul 2025
Same period 2024 Same period 2023
Rank 162 239 201
Rank change year-on-year +77 -38 -
Permanent jobs citing Actionable Recommendations 5 17 2
As % of all permanent jobs advertised in Scotland 0.15% 0.27% 0.050%
As % of the Quality Assurance & Compliance category 1.06% 2.44% 0.40%
Number of salaries quoted 3 2 0
Median annual salary (50th Percentile) £83,738 £60,743 -
Median % change year-on-year +37.86% - -
UK median annual salary £67,500 £50,000 £57,500
% change year-on-year +35.00% -13.04% -14.81%

All Quality Assurance and Compliance Skills
Scotland

Actionable Recommendations falls under the Quality Assurance and Compliance category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring quality assurance or compliance skills in Scotland.

Permanent vacancies with a requirement for quality assurance or compliance skills 472 698 504
As % of all permanent jobs advertised in Scotland 14.59% 10.98% 12.49%
Number of salaries quoted 89 323 201
10th Percentile £37,500 £22,050 £32,055
25th Percentile £51,250 £32,750 £41,250
Median annual salary (50th Percentile) £60,000 £47,500 £55,000
Median % change year-on-year +26.32% -13.64% +12.79%
75th Percentile £76,840 £60,000 £72,500
90th Percentile £95,000 £67,500 £87,419
UK median annual salary £60,000 £52,500 £57,500
% change year-on-year +14.29% -8.70% +4.55%

Actionable Recommendations
Job Vacancy Trend in Scotland

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

Job vacancy trend for Actionable Recommendations in Scotland

Actionable Recommendations
Salary Trend in Scotland

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

Salary trend for Actionable Recommendations in Scotland

Actionable Recommendations
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Actionable Recommendations within the Scotland region over the 6 months to 16 July 2025. 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
Jobs
Edinburgh +25 4 £83,738 +37.86% 2
Glasgow +115 1 - - 2
Actionable Recommendations
UK

Actionable Recommendations
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (20.00%) Microsoft Exchange
1 1 (20.00%) SAS
1 1 (20.00%) SharePoint
Cloud Services
1 3 (60.00%) Power Platform
2 1 (20.00%) AWS
2 1 (20.00%) Azure
2 1 (20.00%) Azure Monitor
2 1 (20.00%) Azure Service Bus
2 1 (20.00%) Microsoft 365
2 1 (20.00%) Snowflake
Database & Business Intelligence
1 4 (80.00%) Tableau
2 3 (60.00%) Power BI
3 1 (20.00%) Relational Database
General
1 4 (80.00%) Finance
2 3 (60.00%) Analytical Skills
3 1 (20.00%) Retail
3 1 (20.00%) Social Skills
Job Titles
1 3 (60.00%) Lead
2 1 (20.00%) Analyst
2 1 (20.00%) Cloud Engineer
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Analytics Analyst
Libraries, Frameworks & Software Standards
1 1 (20.00%) ARM Templates
Miscellaneous
1 1 (20.00%) Hybrid Cloud
1 1 (20.00%) Life Science
Processes & Methodologies
1 5 (100.00%) Actionable Insight
1 5 (100.00%) Analytics
2 4 (80.00%) Data Science
2 4 (80.00%) Data Visualisation
2 4 (80.00%) Visualisation
3 3 (60.00%) Artificial Intelligence
3 3 (60.00%) Business Intelligence
3 3 (60.00%) Customer Service
3 3 (60.00%) Decision-Making
3 3 (60.00%) Machine Learning
3 3 (60.00%) Predictive Analytics
3 3 (60.00%) Strategic Planning
3 3 (60.00%) Strategic Thinking
4 1 (20.00%) CI/CD
4 1 (20.00%) Cloud Security
4 1 (20.00%) Containerisation
4 1 (20.00%) Cost Optimisation
4 1 (20.00%) DevOps
4 1 (20.00%) Infrastructure as Code
4 1 (20.00%) Log Analytics
Programming Languages
1 2 (40.00%) Python
2 1 (20.00%) Bicep
2 1 (20.00%) PowerShell
2 1 (20.00%) SQL
Qualifications
1 1 (20.00%) Azure Certification
1 1 (20.00%) Computer Science Degree
1 1 (20.00%) Degree
System Software
1 1 (20.00%) Docker
Systems Management
1 1 (20.00%) Kubernetes
1 1 (20.00%) Microsoft Intune
1 1 (20.00%) Terraform
Vendors
1 4 (80.00%) Microsoft