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 26 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 52 23 237
Rank change year-on-year -29 +214 -51
Permanent jobs citing Actionable Insight 492 460 8
As % of all permanent jobs advertised in Scotland 7.33% 9.71% 0.14%
As % of the Processes & Methodologies category 7.88% 10.31% 0.15%
Number of salaries quoted 17 4 5
10th Percentile £45,000 - £46,788
25th Percentile £47,500 £46,454 £56,219
Median annual salary (50th Percentile) £51,500 £47,709 £59,526
Median % change year-on-year +7.95% -19.85% +83.16%
75th Percentile £61,123 £50,786 £92,500
90th Percentile £68,114 £54,064 £97,000
UK median annual salary £52,500 £55,065 £55,000
% change year-on-year -4.66% +0.12% -

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 6,240 4,462 5,199
As % of all permanent jobs advertised in Scotland 92.93% 94.23% 91.11%
Number of salaries quoted 2,423 2,247 2,772
10th Percentile £28,750 £32,392 £30,000
25th Percentile £40,000 £42,000 £40,000
Median annual salary (50th Percentile) £52,500 £58,000 £52,500
Median % change year-on-year -9.48% +10.48% +5.00%
75th Percentile £65,000 £75,000 £66,250
90th Percentile £80,000 £85,000 £81,250
UK median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +3.33% +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 26 April 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 26 April 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 -49 273 £50,000 -4.76% 6
Edinburgh +33 210 £60,149 +26.08% 6
Scottish Borders +1 5 - -
Clackmannanshire - 2 £51,500 -
Aberdeen -28 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 60 (12.20%) ArcGIS
1 60 (12.20%) GeoServer
2 10 (2.03%) Apache
3 8 (1.63%) Confluence
3 8 (1.63%) WebLogic
4 5 (1.02%) SAS
5 4 (0.81%) JBoss
5 4 (0.81%) Red Hat Fuse
6 2 (0.41%) Anypoint
Applications
1 32 (6.50%) UserZoom
2 8 (1.63%) Sketch
3 5 (1.02%) MS Visio
4 3 (0.61%) Microsoft Excel
5 2 (0.41%) Microsoft PowerPoint
6 1 (0.20%) EViews
6 1 (0.20%) SPSS
Business Applications
1 10 (2.03%) Sparx Enterprise Architect
2 6 (1.22%) Remedy ITSM
Cloud Services
1 111 (22.56%) AWS
2 106 (21.54%) Azure
3 72 (14.63%) Figma
4 64 (13.01%) SurveyMonkey
5 32 (6.50%) SaaS
6 16 (3.25%) Microsoft 365
7 14 (2.85%) GCP
8 12 (2.44%) Miro
9 11 (2.24%) Serverless
10 10 (2.03%) Amazon S3
11 8 (1.63%) Amazon EKS
11 8 (1.63%) Amazon SQS
11 8 (1.63%) Heroku
12 5 (1.02%) Power Platform
13 4 (0.81%) Amazon Ads
13 4 (0.81%) Google Ads
13 4 (0.81%) Google Analytics
14 2 (0.41%) AWS CloudFormation
14 2 (0.41%) Azure DevOps
14 2 (0.41%) Fivetran
Communications & Networking
1 67 (13.62%) VSAT
2 10 (2.03%) Firewall
2 10 (2.03%) Internet
2 10 (2.03%) IPsec
2 10 (2.03%) SNMP
2 10 (2.03%) VPN
3 8 (1.63%) BGP
3 8 (1.63%) DNS
3 8 (1.63%) SSL
3 8 (1.63%) TCP/IP
4 2 (0.41%) Network Security
Database & Business Intelligence
1 77 (15.65%) PostgreSQL
2 64 (13.01%) GIS
3 60 (12.20%) QGIS
4 29 (5.89%) Oracle Database
5 16 (3.25%) RDBMS
5 16 (3.25%) Relational Database
6 15 (3.05%) MongoDB
6 15 (3.05%) Oracle Database 11g
7 10 (2.03%) Elasticsearch
8 8 (1.63%) Amazon RDS
8 8 (1.63%) Data Warehouse
9 5 (1.02%) Power BI
10 4 (0.81%) Azure SQL Data Warehouse
10 4 (0.81%) Data Hub
10 4 (0.81%) Data Lake
10 4 (0.81%) Geospatial Data
10 4 (0.81%) MySQL
10 4 (0.81%) SQL Server
11 2 (0.41%) InfluxDB
12 1 (0.20%) Tableau Server
Development Applications
1 36 (7.32%) Jenkins
2 16 (3.25%) JIRA
3 13 (2.64%) Git
4 6 (1.22%) JDeveloper
5 4 (0.81%) IntelliJ
6 2 (0.41%) GitLab
6 2 (0.41%) SonarQube
General
1 138 (28.05%) Social Skills
2 115 (23.37%) Finance
3 83 (16.87%) Marketing
4 76 (15.45%) Inclusion and Diversity
5 75 (15.24%) Law
6 32 (6.50%) Social Science
7 25 (5.08%) Public Sector
8 20 (4.07%) Presentation Skills
9 15 (3.05%) Analytical Skills
10 14 (2.85%) Military
11 6 (1.22%) Retail
12 5 (1.02%) Banking
13 3 (0.61%) Games
14 2 (0.41%) Legal
14 2 (0.41%) Local Government
14 2 (0.41%) Police
15 1 (0.20%) Influencing Skills
Job Titles
1 129 (26.22%) Architect
2 110 (22.36%) Senior
3 80 (16.26%) Software Engineer
4 67 (13.62%) Software Architect
5 55 (11.18%) Lead
6 46 (9.35%) Senior Software Engineer
7 43 (8.74%) User Experience Researcher
8 40 (8.13%) Project Manager
9 35 (7.11%) Analyst
10 33 (6.71%) Developer
11 32 (6.50%) Solutions Architect
12 30 (6.10%) Presales Manager
13 25 (5.08%) Senior Developer
14 23 (4.67%) Consultant
15 16 (3.25%) Support Analyst
16 15 (3.05%) Database Developer
16 15 (3.05%) PostgreSQL Developer
16 15 (3.05%) Presales Solution Architect
17 14 (2.85%) Cloud Architect
17 14 (2.85%) Threat Intelligence Analyst
Libraries, Frameworks & Software Standards
1 71 (14.43%) React
2 60 (12.20%) Leaflet
2 60 (12.20%) OpenLayers
2 60 (12.20%) PostGIS
3 58 (11.79%) .NET
4 56 (11.38%) CSS
5 52 (10.57%) .NET Core
6 23 (4.67%) AngularJS
7 19 (3.86%) Node.js
8 18 (3.66%) RabbitMQ
9 16 (3.25%) Spring
10 14 (2.85%) HTML
11 11 (2.24%) Hibernate
12 10 (2.03%) Web Services
12 10 (2.03%) YAML
13 8 (1.63%) Django
13 8 (1.63%) Express.js
13 8 (1.63%) RESTful
13 8 (1.63%) Spring Boot
14 6 (1.22%) Java EE
Miscellaneous
1 27 (5.49%) Market Risk
2 24 (4.88%) Public Cloud
3 17 (3.46%) Product Ownership
4 14 (2.85%) PKI
5 10 (2.03%) Data Centre
5 10 (2.03%) Virtual Team
6 8 (1.63%) Enterprise Software
7 5 (1.02%) Management Information System
8 4 (0.81%) Cloud Native
8 4 (0.81%) CMDB
8 4 (0.81%) Data Structures
8 4 (0.81%) Legacy Systems
9 2 (0.41%) CCTV
9 2 (0.41%) Distributed Systems
9 2 (0.41%) Onboarding
9 2 (0.41%) Self-Motivation
10 1 (0.20%) Credit Risk
Operating Systems
1 44 (8.94%) Linux
2 30 (6.10%) Windows
3 18 (3.66%) Unix
4 14 (2.85%) Mac OS X
5 10 (2.03%) Data ONTAP
6 8 (1.63%) Red Hat Enterprise Linux
6 8 (1.63%) Ubuntu
7 2 (0.41%) VMS
Processes & Methodologies
1 213 (43.29%) Agile
2 137 (27.85%) DevOps
3 103 (20.93%) TOGAF
4 100 (20.33%) User Research
5 97 (19.72%) Project Management
6 96 (19.51%) User Experience
7 93 (18.90%) Service Design
8 86 (17.48%) Software Engineering
9 80 (16.26%) Roadmaps
10 79 (16.06%) Presales
11 78 (15.85%) Problem-Solving
12 75 (15.24%) Anthropology
12 75 (15.24%) Psychology
12 75 (15.24%) UX Research
13 71 (14.43%) Model Validation
13 71 (14.43%) Technical Architecture
14 70 (14.23%) SDLC
14 70 (14.23%) Validation
15 67 (13.62%) Network Management
15 67 (13.62%) Requirements Management
Programming Languages
1 91 (18.50%) Python
2 68 (13.82%) JavaScript
3 43 (8.74%) C#
4 35 (7.11%) R
5 27 (5.49%) SQL
6 22 (4.47%) Java
7 15 (3.05%) PL/SQL
8 11 (2.24%) Ruby
9 8 (1.63%) Bash
10 6 (1.22%) Go
10 6 (1.22%) Perl
11 2 (0.41%) PowerShell
11 2 (0.41%) T-SQL
12 1 (0.20%) C++
12 1 (0.20%) MATLAB
Qualifications
1 198 (40.24%) Security Cleared
2 188 (38.21%) SC Cleared
3 114 (23.17%) Degree
4 43 (8.74%) Master's Degree
4 43 (8.74%) PhD
5 14 (2.85%) CISM
5 14 (2.85%) CISSP
5 14 (2.85%) GCIA
5 14 (2.85%) GCIH
5 14 (2.85%) GREM
6 12 (2.44%) AWS Certification
6 12 (2.44%) Azure Certification
7 8 (1.63%) AWS Certified Solutions Architect
7 8 (1.63%) PRINCE2 Practitioner
8 4 (0.81%) TOGAF Certification
Quality Assurance & Compliance
1 38 (7.72%) Actionable Recommendations
2 20 (4.07%) Accessibility
3 10 (2.03%) WCAG
4 6 (1.22%) COBIT
4 6 (1.22%) QA
5 4 (0.81%) Data Quality
6 2 (0.41%) PMO
System Software
1 13 (2.64%) Docker
2 10 (2.03%) VMware Infrastructure
Systems Management
1 12 (2.44%) Ansible
1 12 (2.44%) Kubernetes
1 12 (2.44%) Prometheus
2 10 (2.03%) vCenter Server
3 6 (1.22%) OpenView
4 2 (0.41%) Grafana
4 2 (0.41%) SCCM
4 2 (0.41%) Terraform
4 2 (0.41%) WSUS
Vendors
1 64 (13.01%) Qualtrics
2 60 (12.20%) ESRI
3 35 (7.11%) Oracle
4 18 (3.66%) Google
5 16 (3.25%) Microsoft
6 14 (2.85%) Dell
7 12 (2.44%) VMware
8 10 (2.03%) NetApp
8 10 (2.03%) Palo Alto
8 10 (2.03%) Red Hat
8 10 (2.03%) ServiceNow
8 10 (2.03%) SolidFire
8 10 (2.03%) Sparx
9 6 (1.22%) BMC
9 6 (1.22%) HP
9 6 (1.22%) Remedy
10 2 (0.41%) Apple
10 2 (0.41%) Cadence
10 2 (0.41%) MuleSoft
10 2 (0.41%) Salesforce