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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 50 17 246
Rank change year-on-year -33 +229 -50
Permanent jobs citing Actionable Insight 442 582 12
As % of all permanent jobs advertised in Scotland 6.46% 13.38% 0.20%
As % of the Processes & Methodologies category 7.12% 14.18% 0.22%
Number of salaries quoted 17 5 4
10th Percentile £45,000 - -
25th Percentile £47,500 £46,454 £56,219
Median annual salary (50th Percentile) £51,500 £47,709 £72,263
Median % change year-on-year +7.95% -33.98% +69.04%
75th Percentile £62,342 £56,250 £94,375
90th Percentile £68,868 £73,500 £97,750
UK median annual salary £50,000 £56,000 £55,000
% change year-on-year -10.71% +1.82% -

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 6,205 4,105 5,541
As % of all permanent jobs advertised in Scotland 90.74% 94.35% 91.10%
Number of salaries quoted 2,476 2,058 2,852
10th Percentile £28,250 £32,000 £31,250
25th Percentile £40,000 £41,563 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +15.79%
75th Percentile £65,000 £72,500 £68,750
90th Percentile £80,000 £85,000 £83,000
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 1 June 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 1 June 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 -66 248 £50,000 -4.76% 6
Edinburgh +8 185 £66,367 +39.11% 4
Scottish Borders 0 4 - -
Clackmannanshire - 2 £51,500 -
Aberdeen -32 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 (13.57%) ArcGIS
1 60 (13.57%) GeoServer
2 10 (2.26%) Apache
3 8 (1.81%) WebLogic
4 7 (1.58%) Confluence
5 4 (0.90%) SAS
Applications
1 30 (6.79%) UserZoom
2 8 (1.81%) Sketch
3 4 (0.90%) MS Visio
4 2 (0.45%) Microsoft Excel
4 2 (0.45%) Microsoft PowerPoint
Business Applications
1 10 (2.26%) Sparx Enterprise Architect
2 6 (1.36%) Remedy ITSM
Cloud Services
1 103 (23.30%) AWS
2 99 (22.40%) Azure
3 70 (15.84%) Figma
4 62 (14.03%) SurveyMonkey
5 32 (7.24%) SaaS
6 16 (3.62%) Microsoft 365
7 14 (3.17%) GCP
8 12 (2.71%) Miro
9 10 (2.26%) Amazon S3
10 8 (1.81%) Amazon EKS
10 8 (1.81%) Amazon SQS
10 8 (1.81%) Heroku
11 5 (1.13%) Power Platform
12 4 (0.90%) Amazon Ads
12 4 (0.90%) Google Ads
12 4 (0.90%) Google Analytics
13 2 (0.45%) Fivetran
13 2 (0.45%) Serverless
14 1 (0.23%) Azure Data Factory
Communications & Networking
1 61 (13.80%) VSAT
2 10 (2.26%) Firewall
2 10 (2.26%) Internet
2 10 (2.26%) IPsec
2 10 (2.26%) SNMP
2 10 (2.26%) VPN
3 8 (1.81%) BGP
3 8 (1.81%) DNS
3 8 (1.81%) SSL
3 8 (1.81%) TCP/IP
4 2 (0.45%) Network Security
Database & Business Intelligence
1 75 (16.97%) PostgreSQL
2 64 (14.48%) GIS
3 60 (13.57%) QGIS
4 21 (4.75%) Oracle Database
5 14 (3.17%) MongoDB
6 13 (2.94%) Oracle Database 11g
7 10 (2.26%) Elasticsearch
7 10 (2.26%) RDBMS
7 10 (2.26%) Relational Database
8 8 (1.81%) Amazon RDS
9 5 (1.13%) Power BI
10 4 (0.90%) Azure SQL Data Warehouse
10 4 (0.90%) Data Lake
10 4 (0.90%) Data Warehouse
10 4 (0.90%) Geospatial Data
10 4 (0.90%) MySQL
11 2 (0.45%) Data Hub
11 2 (0.45%) SQL Server
12 1 (0.23%) Tableau Desktop
12 1 (0.23%) Tableau Server
Development Applications
1 30 (6.79%) Jenkins
2 15 (3.39%) JIRA
3 2 (0.45%) Git
General
1 122 (27.60%) Social Skills
2 111 (25.11%) Finance
3 83 (18.78%) Marketing
4 75 (16.97%) Inclusion and Diversity
5 73 (16.52%) Law
6 32 (7.24%) Social Science
7 20 (4.52%) Presentation Skills
8 18 (4.07%) Public Sector
9 14 (3.17%) Military
10 11 (2.49%) Analytical Skills
11 4 (0.90%) Retail
12 3 (0.68%) Games
13 2 (0.45%) Banking
13 2 (0.45%) Local Government
14 1 (0.23%) Influencing Skills
14 1 (0.23%) Legal
Job Titles
1 112 (25.34%) Architect
2 97 (21.95%) Senior
3 66 (14.93%) Software Engineer
4 61 (13.80%) Software Architect
5 51 (11.54%) Lead
6 42 (9.50%) Senior Software Engineer
7 41 (9.28%) User Experience Researcher
8 37 (8.37%) Project Manager
9 31 (7.01%) Analyst
10 30 (6.79%) Developer
11 26 (5.88%) Presales Manager
12 23 (5.20%) Consultant
13 21 (4.75%) Senior Developer
13 21 (4.75%) Solutions Architect
14 14 (3.17%) Cloud Architect
14 14 (3.17%) Designer
14 14 (3.17%) Support Analyst
14 14 (3.17%) Threat Intelligence Analyst
15 13 (2.94%) Database Developer
15 13 (2.94%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 62 (14.03%) React
2 60 (13.57%) Leaflet
2 60 (13.57%) OpenLayers
2 60 (13.57%) PostGIS
3 58 (13.12%) .NET
4 56 (12.67%) CSS
5 52 (11.76%) .NET Core
6 18 (4.07%) AngularJS
6 18 (4.07%) RabbitMQ
7 14 (3.17%) HTML
8 12 (2.71%) Node.js
9 10 (2.26%) YAML
10 8 (1.81%) Django
10 8 (1.81%) Express.js
10 8 (1.81%) Spring Boot
11 6 (1.36%) Hibernate
11 6 (1.36%) Spring
11 6 (1.36%) Web Services
12 4 (0.90%) Twitter Bootstrap
13 2 (0.45%) REST
Miscellaneous
1 27 (6.11%) Market Risk
2 22 (4.98%) Public Cloud
3 17 (3.85%) Product Ownership
4 14 (3.17%) PKI
5 10 (2.26%) Data Centre
5 10 (2.26%) Virtual Team
6 8 (1.81%) Enterprise Software
7 4 (0.90%) CMDB
7 4 (0.90%) Legacy Systems
7 4 (0.90%) Management Information System
8 2 (0.45%) Onboarding
8 2 (0.45%) Self-Motivation
Operating Systems
1 42 (9.50%) Linux
2 28 (6.33%) Windows
3 18 (4.07%) Unix
4 14 (3.17%) Mac OS X
5 10 (2.26%) Data ONTAP
6 8 (1.81%) Red Hat Enterprise Linux
6 8 (1.81%) Ubuntu
7 2 (0.45%) VMS
Processes & Methodologies
1 191 (43.21%) Agile
2 127 (28.73%) DevOps
3 98 (22.17%) User Research
4 93 (21.04%) TOGAF
5 92 (20.81%) Project Management
6 91 (20.59%) Service Design
7 90 (20.36%) User Experience
8 79 (17.87%) Roadmaps
9 73 (16.52%) Anthropology
9 73 (16.52%) Psychology
9 73 (16.52%) UX Research
10 66 (14.93%) Software Engineering
11 65 (14.71%) Technical Architecture
12 64 (14.48%) SDLC
13 63 (14.25%) Model Validation
13 63 (14.25%) Presales
14 62 (14.03%) Product Management
15 61 (13.80%) Network Architecture
15 61 (13.80%) Network Management
15 61 (13.80%) Requirements Management
Programming Languages
1 80 (18.10%) Python
2 62 (14.03%) JavaScript
3 40 (9.05%) C#
4 34 (7.69%) R
5 22 (4.98%) SQL
6 13 (2.94%) PL/SQL
7 6 (1.36%) Java
8 2 (0.45%) Ruby
Qualifications
1 187 (42.31%) Security Cleared
2 177 (40.05%) SC Cleared
3 108 (24.43%) Degree
4 43 (9.73%) Master's Degree
4 43 (9.73%) PhD
5 14 (3.17%) CISM
5 14 (3.17%) CISSP
5 14 (3.17%) GCIA
5 14 (3.17%) GCIH
5 14 (3.17%) GREM
6 12 (2.71%) AWS Certification
6 12 (2.71%) Azure Certification
7 8 (1.81%) AWS Certified Solutions Architect
7 8 (1.81%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 32 (7.24%) Actionable Recommendations
2 20 (4.52%) Accessibility
3 10 (2.26%) WCAG
4 6 (1.36%) COBIT
5 4 (0.90%) Data Quality
6 2 (0.45%) PMO
System Software
1 12 (2.71%) Docker
2 10 (2.26%) VMware Infrastructure
Systems Management
1 10 (2.26%) Ansible
1 10 (2.26%) Kubernetes
1 10 (2.26%) Prometheus
1 10 (2.26%) vCenter Server
2 6 (1.36%) OpenView
3 2 (0.45%) SCCM
3 2 (0.45%) WSUS
Vendors
1 62 (14.03%) Qualtrics
2 60 (13.57%) ESRI
3 27 (6.11%) Oracle
4 18 (4.07%) Google
5 16 (3.62%) Microsoft
6 14 (3.17%) Dell
7 12 (2.71%) VMware
8 10 (2.26%) NetApp
8 10 (2.26%) Palo Alto
8 10 (2.26%) Red Hat
8 10 (2.26%) ServiceNow
8 10 (2.26%) SolidFire
8 10 (2.26%) Sparx
9 6 (1.36%) BMC
9 6 (1.36%) HP
9 6 (1.36%) Remedy
10 2 (0.45%) Apple
10 2 (0.45%) Cadence