Actionable Insight Jobs in Scotland

Actionable Insights (or Actionable Intelligence, Actionable Recommendations)
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Actionable Insight skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Actionable Insight over the 6 months to 4 March 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 Mar 2024
Same period 2023 Same period 2022
Rank 40 75 238
Rank change year-on-year +35 +163 -67
Permanent jobs citing Actionable Insight 455 186 4
As % of all permanent jobs advertised in Scotland 9.06% 3.81% 0.074%
As % of the Processes & Methodologies category 9.67% 4.09% 0.079%
Number of salaries quoted 10 2 2
10th Percentile £37,000 £44,250 £44,200
25th Percentile £47,417 £46,875 £49,750
Median annual salary (50th Percentile) £53,250 £52,500 £63,000
Median % change year-on-year +1.43% -16.67% +40.78%
75th Percentile £61,123 £56,875 £79,750
90th Percentile - £58,750 £87,400
UK median annual salary £52,500 £55,000 £55,000
% change year-on-year -4.55% - -

All Process and Methodology Skills
Scotland

Actionable Insight is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 4,704 4,553 5,033
As % of all permanent jobs advertised in Scotland 93.69% 93.20% 92.55%
Number of salaries quoted 2,132 2,316 2,714
10th Percentile £26,250 £32,500 £29,150
25th Percentile £37,500 £42,500 £40,000
Median annual salary (50th Percentile) £52,500 £58,193 £52,043
Median % change year-on-year -9.78% +11.82% +9.56%
75th Percentile £65,000 £75,000 £65,000
90th Percentile £80,000 £87,500 £77,500
UK median annual salary £55,000 £62,500 £60,000
% change year-on-year -12.00% +4.17% +9.09%

Actionable Insight
Job Vacancy Trend in Scotland

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

Job vacancy trend for Actionable Insight in Scotland

Actionable Insight
Salary Trend in Scotland

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

Salary trend for Actionable Insight in Scotland

Actionable Insight
Salary Histogram in Scotland

Salary distribution for jobs citing Actionable Insight in Scotland over the 6 months to 4 March 2024.

Salary histogram for Actionable Insight in Scotland

Actionable Insight
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 Insight within the Scotland region over the 6 months to 4 March 2024. 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
Glasgow +24 235 £37,500 - 12
Edinburgh +100 199 £59,556 +13.44% 11
Scottish Borders +1 8 - -
Lanarkshire -6 2 - - 3
Clackmannanshire - 2 £51,500 -
Aberdeen -21 1 - -
Dundee - 1 £47,557 - 1
Actionable Insight
UK

Actionable Insight
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 40 (8.79%) ArcGIS
1 40 (8.79%) GeoServer
2 14 (3.08%) JBoss
2 14 (3.08%) Red Hat Fuse
3 2 (0.44%) Anypoint
3 2 (0.44%) Confluence
3 2 (0.44%) WebSphere
3 2 (0.44%) WebSphere Application Server
4 1 (0.22%) SAS
Applications
1 32 (7.03%) UserZoom
2 3 (0.66%) MS Visio
3 2 (0.44%) Microsoft Excel
3 2 (0.44%) Microsoft PowerPoint
4 1 (0.22%) EViews
4 1 (0.22%) Microsoft Office
4 1 (0.22%) SPSS
Business Applications
1 12 (2.64%) Dynamics CRM
2 7 (1.54%) Hyperion Planning
3 2 (0.44%) Sparx Enterprise Architect
Cloud Services
1 111 (24.40%) Azure
2 98 (21.54%) AWS
3 49 (10.77%) Figma
3 49 (10.77%) SurveyMonkey
4 41 (9.01%) Serverless
5 36 (7.91%) SaaS
6 27 (5.93%) Power Platform
7 18 (3.96%) Dynamics 365
8 16 (3.52%) IaaS
8 16 (3.52%) PaaS
9 12 (2.64%) Azure Functions
10 8 (1.76%) Azure DevOps
10 8 (1.76%) GCP
11 6 (1.32%) OpenShift
12 3 (0.66%) Lucidchart
13 2 (0.44%) AWS CloudFormation
13 2 (0.44%) Microsoft 365
14 1 (0.22%) Fivetran
Communications & Networking
1 47 (10.33%) VSAT
2 6 (1.32%) DHCP
2 6 (1.32%) DNS
2 6 (1.32%) HTTP
2 6 (1.32%) TCP/IP
3 4 (0.88%) SAN
4 2 (0.44%) Network Security
Database & Business Intelligence
1 60 (13.19%) PostgreSQL
2 40 (8.79%) GIS
2 40 (8.79%) QGIS
3 34 (7.47%) Oracle Database
4 22 (4.84%) RDBMS
4 22 (4.84%) Relational Database
5 19 (4.18%) Oracle Database 11g
6 13 (2.86%) Data Warehouse
7 10 (2.20%) SQL Server
8 9 (1.98%) MongoDB
8 9 (1.98%) Power BI
9 8 (1.76%) MySQL
10 5 (1.10%) Data Hub
11 2 (0.44%) BusinessObjects
11 2 (0.44%) BusinessObjects Business Intelligence
11 2 (0.44%) InfluxDB
11 2 (0.44%) Tableau
12 1 (0.22%) Power Query
12 1 (0.22%) Tableau Desktop
12 1 (0.22%) Tableau Server
Development Applications
1 36 (7.91%) Jenkins
2 29 (6.37%) Git
3 14 (3.08%) IntelliJ
4 10 (2.20%) JIRA
5 6 (1.32%) JDeveloper
6 2 (0.44%) GitLab
6 2 (0.44%) Oracle APEX
6 2 (0.44%) SonarQube
General
1 135 (29.67%) Social Skills
2 102 (22.42%) Finance
3 49 (10.77%) Inclusion and Diversity
3 49 (10.77%) Law
3 49 (10.77%) Marketing
4 35 (7.69%) Public Sector
5 20 (4.40%) Analytical Skills
6 17 (3.74%) Social Science
7 16 (3.52%) Aerospace
7 16 (3.52%) Presentation Skills
8 14 (3.08%) Military
9 13 (2.86%) Police
10 11 (2.42%) Influencing Skills
11 8 (1.76%) Telecoms
12 7 (1.54%) Banking
13 6 (1.32%) Retail
14 5 (1.10%) Organisational Skills
15 4 (0.88%) Legal
16 2 (0.44%) Games
16 2 (0.44%) Local Government
Job Titles
1 144 (31.65%) Architect
2 102 (22.42%) Senior
3 92 (20.22%) Software Engineer
4 55 (12.09%) Solutions Architect
5 52 (11.43%) Senior Software Engineer
6 47 (10.33%) Software Architect
7 43 (9.45%) Lead
8 35 (7.69%) Developer
9 34 (7.47%) Analyst
10 32 (7.03%) User Experience Researcher
11 31 (6.81%) Senior Developer
12 30 (6.59%) Project Manager
13 24 (5.27%) Java Engineer
13 24 (5.27%) Java Software Engineer
14 23 (5.05%) Support Analyst
15 22 (4.84%) Presales Solution Architect
16 20 (4.40%) Presales Manager
17 19 (4.18%) Database Developer
17 19 (4.18%) PostgreSQL Developer
18 18 (3.96%) Dynamics 365 Architect
Libraries, Frameworks & Software Standards
1 69 (15.16%) React
2 43 (9.45%) .NET
3 40 (8.79%) Leaflet
3 40 (8.79%) OpenLayers
3 40 (8.79%) PostGIS
4 35 (7.69%) Spring
5 33 (7.25%) AngularJS
6 32 (7.03%) .NET Core
6 32 (7.03%) CSS
6 32 (7.03%) Node.js
7 25 (5.49%) Hibernate
8 16 (3.52%) JPA
8 16 (3.52%) Web Services
8 16 (3.52%) XML
9 15 (3.30%) REST
9 15 (3.30%) SOAP
10 14 (3.08%) Java EE
10 14 (3.08%) JSON
10 14 (3.08%) XSD
11 12 (2.64%) RESTful
Miscellaneous
1 14 (3.08%) Public Cloud
2 12 (2.64%) Cloud Native
2 12 (2.64%) Data Structures
3 10 (2.20%) Virtual Team
4 7 (1.54%) Management Information System
5 4 (0.88%) Private Cloud
6 2 (0.44%) CCTV
6 2 (0.44%) Distributed Systems
6 2 (0.44%) Product Ownership
6 2 (0.44%) Self-Motivation
7 1 (0.22%) Credit Risk
7 1 (0.22%) Market Risk
7 1 (0.22%) PropTech
Operating Systems
1 43 (9.45%) Linux
2 42 (9.23%) Windows
3 30 (6.59%) Unix
4 14 (3.08%) Mac OS X
5 8 (1.76%) Ubuntu
6 7 (1.54%) Windows Server
7 6 (1.32%) Red Hat Enterprise Linux
8 2 (0.44%) VMS
Processes & Methodologies
1 217 (47.69%) Agile
2 133 (29.23%) DevOps
3 114 (25.05%) Software Engineering
4 107 (23.52%) Problem-Solving
5 94 (20.66%) Presales
6 85 (18.68%) TOGAF
7 73 (16.04%) Analytics
8 71 (15.60%) User Experience
9 65 (14.29%) Validation
10 64 (14.07%) Mentoring
11 63 (13.85%) Continuous Integration
11 63 (13.85%) Data Analytics
11 63 (13.85%) Roadmaps
12 62 (13.63%) SDLC
13 57 (12.53%) Model Validation
13 57 (12.53%) Technical Architecture
14 55 (12.09%) Network Architecture
14 55 (12.09%) Requirements Management
15 53 (11.65%) Service Design
16 52 (11.43%) Software Delivery
Programming Languages
1 94 (20.66%) Python
2 68 (14.95%) Java
3 60 (13.19%) JavaScript
4 48 (10.55%) SQL
5 39 (8.57%) C#
6 25 (5.49%) Bash
6 25 (5.49%) Ruby
7 21 (4.62%) PL/SQL
8 19 (4.18%) R
9 17 (3.74%) PowerShell
10 15 (3.30%) Go
10 15 (3.30%) Perl
11 4 (0.88%) Shell Script
12 3 (0.66%) T-SQL
13 1 (0.22%) C++
13 1 (0.22%) MATLAB
Qualifications
1 178 (39.12%) Security Cleared
2 172 (37.80%) SC Cleared
3 101 (22.20%) Degree
4 20 (4.40%) TOGAF Certification
5 17 (3.74%) Master's Degree
5 17 (3.74%) PhD
6 14 (3.08%) CISM
6 14 (3.08%) CISSP
6 14 (3.08%) GCIA
6 14 (3.08%) GCIH
6 14 (3.08%) GREM
7 8 (1.76%) Computer Science Degree
8 2 (0.44%) ITIL Certification
Quality Assurance & Compliance
1 40 (8.79%) Actionable Recommendations
2 17 (3.74%) QA
3 5 (1.10%) Data Quality
System Software
1 10 (2.20%) Docker
2 6 (1.32%) Hyper-V
2 6 (1.32%) VMware Infrastructure
Systems Management
1 14 (3.08%) Ansible
2 10 (2.20%) Kubernetes
3 8 (1.76%) Puppet
3 8 (1.76%) Terraform
4 2 (0.44%) Grafana
4 2 (0.44%) Prometheus
4 2 (0.44%) SCCM
4 2 (0.44%) WSUS
Vendors
1 55 (12.09%) Oracle
2 49 (10.77%) Qualtrics
3 40 (8.79%) ESRI
4 22 (4.84%) Microsoft
5 14 (3.08%) Dell
6 13 (2.86%) VMware
7 7 (1.54%) Hyperion
8 6 (1.32%) Red Hat
9 4 (0.88%) ServiceNow
10 2 (0.44%) Apple
10 2 (0.44%) MuleSoft
10 2 (0.44%) NetApp
10 2 (0.44%) Salesforce
10 2 (0.44%) Sparx
11 1 (0.22%) Alteryx