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 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 52 18 236
Rank change year-on-year -34 +218 -44
Permanent jobs citing Actionable Insight 471 506 10
As % of all permanent jobs advertised in Scotland 7.03% 10.95% 0.17%
As % of the Processes & Methodologies category 7.60% 11.62% 0.19%
Number of salaries quoted 16 4 4
10th Percentile £44,375 - -
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% +122.35%
75th Percentile £63,785 £50,786 £94,375
90th Percentile £69,057 £54,064 £97,750
UK median annual salary £51,500 £56,000 £55,000
% change year-on-year -8.04% +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 6,198 4,353 5,243
As % of all permanent jobs advertised in Scotland 92.47% 94.24% 90.91%
Number of salaries quoted 2,412 2,184 2,772
10th Percentile £28,750 £32,114 £30,500
25th Percentile £40,500 £41,938 £40,000
Median annual salary (50th Percentile) £52,500 £57,500 £53,000
Median % change year-on-year -8.70% +8.49% +8.16%
75th Percentile £65,000 £73,574 £67,500
90th Percentile £80,000 £85,000 £82,500
UK median annual salary £55,000 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 9 May 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 9 May 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 -56 262 £50,000 -4.76% 2
Edinburgh +26 199 £66,367 +39.11% 5
Scottish Borders +1 5 - -
Clackmannanshire - 2 £51,500 -
Aberdeen -30 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 (12.74%) ArcGIS
1 60 (12.74%) GeoServer
2 10 (2.12%) Apache
3 8 (1.70%) Confluence
3 8 (1.70%) WebLogic
4 5 (1.06%) SAS
5 2 (0.42%) JBoss
5 2 (0.42%) Red Hat Fuse
Applications
1 32 (6.79%) UserZoom
2 8 (1.70%) Sketch
3 4 (0.85%) MS Visio
4 3 (0.64%) Microsoft Excel
5 2 (0.42%) Microsoft PowerPoint
6 1 (0.21%) EViews
6 1 (0.21%) SPSS
Business Applications
1 10 (2.12%) Sparx Enterprise Architect
2 6 (1.27%) Remedy ITSM
Cloud Services
1 107 (22.72%) AWS
2 105 (22.29%) Azure
3 72 (15.29%) Figma
4 64 (13.59%) SurveyMonkey
5 32 (6.79%) SaaS
6 16 (3.40%) Microsoft 365
7 14 (2.97%) GCP
8 12 (2.55%) Miro
9 10 (2.12%) Amazon S3
10 8 (1.70%) Amazon EKS
10 8 (1.70%) Amazon SQS
10 8 (1.70%) Heroku
10 8 (1.70%) Serverless
11 5 (1.06%) Power Platform
12 4 (0.85%) Amazon Ads
12 4 (0.85%) Google Ads
12 4 (0.85%) Google Analytics
13 2 (0.42%) AWS CloudFormation
13 2 (0.42%) Azure DevOps
13 2 (0.42%) Fivetran
Communications & Networking
1 65 (13.80%) VSAT
2 10 (2.12%) Firewall
2 10 (2.12%) Internet
2 10 (2.12%) IPsec
2 10 (2.12%) SNMP
2 10 (2.12%) VPN
3 8 (1.70%) BGP
3 8 (1.70%) DNS
3 8 (1.70%) SSL
3 8 (1.70%) TCP/IP
4 2 (0.42%) Network Security
Database & Business Intelligence
1 75 (15.92%) PostgreSQL
2 64 (13.59%) GIS
3 60 (12.74%) QGIS
4 27 (5.73%) Oracle Database
5 16 (3.40%) RDBMS
5 16 (3.40%) Relational Database
6 15 (3.18%) MongoDB
7 13 (2.76%) Oracle Database 11g
8 10 (2.12%) Elasticsearch
9 8 (1.70%) Amazon RDS
10 6 (1.27%) Data Warehouse
11 5 (1.06%) Power BI
12 4 (0.85%) Azure SQL Data Warehouse
12 4 (0.85%) Data Lake
12 4 (0.85%) Geospatial Data
12 4 (0.85%) MySQL
12 4 (0.85%) SQL Server
13 2 (0.42%) Data Hub
13 2 (0.42%) InfluxDB
14 1 (0.21%) Tableau Server
Development Applications
1 36 (7.64%) Jenkins
2 16 (3.40%) JIRA
3 10 (2.12%) Git
4 6 (1.27%) JDeveloper
5 2 (0.42%) GitLab
5 2 (0.42%) IntelliJ
5 2 (0.42%) SonarQube
General
1 131 (27.81%) Social Skills
2 113 (23.99%) Finance
3 84 (17.83%) Marketing
4 77 (16.35%) Inclusion and Diversity
5 75 (15.92%) Law
6 32 (6.79%) Social Science
7 21 (4.46%) Public Sector
8 20 (4.25%) Presentation Skills
9 14 (2.97%) Military
10 12 (2.55%) Analytical Skills
11 5 (1.06%) Retail
12 3 (0.64%) Banking
12 3 (0.64%) Games
13 2 (0.42%) Local Government
13 2 (0.42%) Police
14 1 (0.21%) Influencing Skills
14 1 (0.21%) Legal
Job Titles
1 120 (25.48%) Architect
2 103 (21.87%) Senior
3 75 (15.92%) Software Engineer
4 65 (13.80%) Software Architect
5 53 (11.25%) Lead
6 44 (9.34%) Senior Software Engineer
7 43 (9.13%) User Experience Researcher
8 38 (8.07%) Project Manager
9 34 (7.22%) Analyst
10 32 (6.79%) Developer
11 28 (5.94%) Presales Manager
12 25 (5.31%) Solutions Architect
13 23 (4.88%) Consultant
13 23 (4.88%) Senior Developer
14 16 (3.40%) Support Analyst
15 14 (2.97%) Cloud Architect
15 14 (2.97%) Designer
15 14 (2.97%) Threat Intelligence Analyst
16 13 (2.76%) PostgreSQL Developer
16 13 (2.76%) Presales Solution Architect
Libraries, Frameworks & Software Standards
1 68 (14.44%) React
2 60 (12.74%) Leaflet
2 60 (12.74%) OpenLayers
2 60 (12.74%) PostGIS
3 59 (12.53%) .NET
4 56 (11.89%) CSS
5 52 (11.04%) .NET Core
6 21 (4.46%) AngularJS
7 19 (4.03%) Node.js
8 18 (3.82%) RabbitMQ
9 14 (2.97%) HTML
10 11 (2.34%) Spring
11 10 (2.12%) YAML
12 9 (1.91%) Hibernate
13 8 (1.70%) Django
13 8 (1.70%) Express.js
13 8 (1.70%) Spring Boot
13 8 (1.70%) Web Services
14 6 (1.27%) RESTful
15 4 (0.85%) REST
Miscellaneous
1 27 (5.73%) Market Risk
2 24 (5.10%) Public Cloud
3 17 (3.61%) Product Ownership
4 14 (2.97%) PKI
5 10 (2.12%) Data Centre
5 10 (2.12%) Virtual Team
6 8 (1.70%) Enterprise Software
7 4 (0.85%) CMDB
7 4 (0.85%) Legacy Systems
7 4 (0.85%) Management Information System
8 2 (0.42%) CCTV
8 2 (0.42%) Cloud Native
8 2 (0.42%) Data Structures
8 2 (0.42%) Distributed Systems
8 2 (0.42%) Onboarding
8 2 (0.42%) Self-Motivation
9 1 (0.21%) Credit Risk
Operating Systems
1 44 (9.34%) Linux
2 30 (6.37%) Windows
3 18 (3.82%) Unix
4 14 (2.97%) Mac OS X
5 10 (2.12%) Data ONTAP
6 8 (1.70%) Red Hat Enterprise Linux
6 8 (1.70%) Ubuntu
7 2 (0.42%) VMS
Processes & Methodologies
1 203 (43.10%) Agile
2 137 (29.09%) DevOps
3 100 (21.23%) User Research
4 99 (21.02%) TOGAF
5 95 (20.17%) Project Management
6 94 (19.96%) User Experience
7 93 (19.75%) Service Design
8 81 (17.20%) Roadmaps
9 79 (16.77%) Software Engineering
10 75 (15.92%) Anthropology
10 75 (15.92%) Psychology
10 75 (15.92%) UX Research
11 71 (15.07%) Presales
12 69 (14.65%) Problem-Solving
12 69 (14.65%) Technical Architecture
13 68 (14.44%) SDLC
14 67 (14.23%) Model Validation
15 66 (14.01%) Validation
16 65 (13.80%) Network Management
16 65 (13.80%) Requirements Management
Programming Languages
1 88 (18.68%) Python
2 68 (14.44%) JavaScript
3 41 (8.70%) C#
4 35 (7.43%) R
5 25 (5.31%) SQL
6 17 (3.61%) Java
7 13 (2.76%) PL/SQL
8 8 (1.70%) Bash
8 8 (1.70%) Ruby
9 6 (1.27%) Go
9 6 (1.27%) Perl
10 2 (0.42%) PowerShell
10 2 (0.42%) T-SQL
11 1 (0.21%) C++
11 1 (0.21%) MATLAB
Qualifications
1 194 (41.19%) Security Cleared
2 184 (39.07%) SC Cleared
3 113 (23.99%) Degree
4 43 (9.13%) Master's Degree
4 43 (9.13%) PhD
5 14 (2.97%) CISM
5 14 (2.97%) CISSP
5 14 (2.97%) GCIA
5 14 (2.97%) GCIH
5 14 (2.97%) GREM
6 12 (2.55%) AWS Certification
6 12 (2.55%) Azure Certification
7 8 (1.70%) AWS Certified Solutions Architect
7 8 (1.70%) PRINCE2 Practitioner
8 2 (0.42%) TOGAF Certification
Quality Assurance & Compliance
1 35 (7.43%) Actionable Recommendations
2 20 (4.25%) Accessibility
3 10 (2.12%) WCAG
4 6 (1.27%) COBIT
4 6 (1.27%) QA
5 4 (0.85%) Data Quality
6 2 (0.42%) PMO
System Software
1 14 (2.97%) Docker
2 10 (2.12%) VMware Infrastructure
Systems Management
1 12 (2.55%) Ansible
1 12 (2.55%) Kubernetes
1 12 (2.55%) Prometheus
2 10 (2.12%) vCenter Server
3 6 (1.27%) OpenView
4 2 (0.42%) Grafana
4 2 (0.42%) SCCM
4 2 (0.42%) Terraform
4 2 (0.42%) WSUS
Vendors
1 64 (13.59%) Qualtrics
2 60 (12.74%) ESRI
3 33 (7.01%) Oracle
4 18 (3.82%) Google
5 16 (3.40%) Microsoft
6 14 (2.97%) Dell
7 12 (2.55%) VMware
8 10 (2.12%) NetApp
8 10 (2.12%) Palo Alto
8 10 (2.12%) Red Hat
8 10 (2.12%) ServiceNow
8 10 (2.12%) SolidFire
8 10 (2.12%) Sparx
9 6 (1.27%) BMC
9 6 (1.27%) HP
9 6 (1.27%) Remedy
10 2 (0.42%) Apple
10 2 (0.42%) Cadence