Analytical Skills Jobs in Scotland

Analytical Skills
UK > Scotland

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 27 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 80 38 46
Rank change year-on-year -42 +8 -2
Permanent jobs citing Analytical Skills 332 321 316
As % of all permanent jobs advertised in Scotland 4.94% 6.78% 5.54%
As % of the General category 6.86% 9.01% 9.02%
Number of salaries quoted 199 197 175
10th Percentile £28,250 £30,500 £30,700
25th Percentile £38,625 £37,500 £39,330
Median annual salary (50th Percentile) £45,000 £50,000 £47,900
Median % change year-on-year -10.00% +4.39% -4.20%
75th Percentile £61,186 £65,000 £62,500
90th Percentile £68,750 £74,700 £71,250
UK median annual salary £50,000 £54,882 £55,000
% change year-on-year -8.90% -0.21% +10.00%

All General Skills
Scotland

Analytical Skills is in the General Skills 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 common skills.

Permanent vacancies with a requirement for common skills 4,843 3,561 3,502
As % of all permanent jobs advertised in Scotland 72.13% 75.17% 61.35%
Number of salaries quoted 1,558 1,705 1,917
10th Percentile £27,500 £33,750 £30,000
25th Percentile £38,750 £41,250 £40,000
Median annual salary (50th Percentile) £52,500 £59,526 £52,500
Median % change year-on-year -11.80% +13.38% +5.00%
75th Percentile £67,500 £76,250 £65,000
90th Percentile £82,548 £87,419 £80,000
UK median annual salary £52,500 £60,000 £60,000
% change year-on-year -12.50% - +9.09%

Analytical Skills
Job Vacancy Trend in Scotland

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Analytical Skills in Scotland

Analytical Skills
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Analytical Skills in Scotland.

Salary trend for Analytical Skills in Scotland

Analytical Skills
Salary Histogram in Scotland

Salary distribution for jobs citing Analytical Skills in Scotland over the 6 months to 27 April 2024.

Salary histogram for Analytical Skills in Scotland

Analytical Skills
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Scotland region over the 6 months to 27 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 -58 162 £42,500 -15.40% 33
Edinburgh 0 91 £58,800 +21.24% 45
Aberdeen -3 22 £42,500 +6.25% 17
Fife +3 13 £43,200 -52.00% 1
Lanarkshire +1 10 £42,500 -32.00% 11
Dundee -7 10 £49,990 +33.31% 1
Renfrewshire -3 5 £28,921 -
Aberdeenshire +6 4 £42,500 -34.62% 10
East Ayrshire -4 3 £29,500 -
North Lanarkshire -6 3 £29,000 - 1
Stirling -6 2 £55,000 +69.23% 3
West Lothian -8 2 £52,500 -4.55% 5
Falkirk - 2 £55,000 - 3
West Dunbartonshire 0 1 £27,500 - 1
South Ayrshire - 1 £65,000 - 3
Analytical Skills
UK

Analytical Skills
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 22 (6.63%) Confluence
2 20 (6.02%) Apache Spark
3 11 (3.31%) SharePoint
4 10 (3.01%) SAS
5 6 (1.81%) Apache
6 3 (0.90%) CMS
7 1 (0.30%) IIS
7 1 (0.30%) WebLogic
7 1 (0.30%) WebSphere
Applications
1 24 (7.23%) Microsoft Excel
2 12 (3.61%) Microsoft Office
3 11 (3.31%) Microsoft PowerPoint
4 4 (1.20%) MS Visio
5 2 (0.60%) AutoCAD
6 1 (0.30%) EViews
6 1 (0.30%) Revit
6 1 (0.30%) SPSS
Business Applications
1 11 (3.31%) Endur
2 1 (0.30%) Dynamics CRM
2 1 (0.30%) Maximo
2 1 (0.30%) Oracle Cash Management
2 1 (0.30%) Oracle Receivables
2 1 (0.30%) Primavera
2 1 (0.30%) Visualfiles
Cloud Services
1 49 (14.76%) Power Platform
2 40 (12.05%) Azure
3 34 (10.24%) AWS
4 23 (6.93%) Dynamics 365
5 22 (6.63%) Microsoft 365
6 21 (6.33%) GCP
7 10 (3.01%) Azure DevOps
8 9 (2.71%) BlazeMeter
9 8 (2.41%) Entra ID
10 6 (1.81%) SaaS
10 6 (1.81%) Yammer
11 4 (1.20%) Amazon Ads
11 4 (1.20%) Google Ads
11 4 (1.20%) Google Analytics
11 4 (1.20%) IaaS
12 3 (0.90%) Azure AKS
12 3 (0.90%) Azure API Management
12 3 (0.90%) Cloud Computing
12 3 (0.90%) Vertex AI
13 2 (0.60%) PowerApps
Communications & Networking
1 18 (5.42%) DSL
2 8 (2.41%) Network Security
3 6 (1.81%) Cisco Nexus
3 6 (1.81%) DNS
4 5 (1.51%) Wireless
5 4 (1.20%) Firewall
5 4 (1.20%) Intrusion Detection
6 3 (0.90%) LAN
6 3 (0.90%) Remote Desktop
6 3 (0.90%) VLAN
6 3 (0.90%) WAN
7 2 (0.60%) DHCP
7 2 (0.60%) TCP/IP
8 1 (0.30%) Broadband
8 1 (0.30%) IPv6
8 1 (0.30%) MPLS
Database & Business Intelligence
1 46 (13.86%) Power BI
2 27 (8.13%) MongoDB
3 21 (6.33%) Big Data
3 21 (6.33%) Tableau
4 19 (5.72%) Data Lake
5 18 (5.42%) DB2
6 16 (4.82%) BigQuery
6 16 (4.82%) Looker
7 11 (3.31%) Data Warehouse
8 9 (2.71%) MySQL
8 9 (2.71%) PostgreSQL
9 8 (2.41%) SQL Server
10 7 (2.11%) Power Query
11 4 (1.20%) Data Hub
11 4 (1.20%) MS Access
12 3 (0.90%) Relational Database
13 2 (0.60%) MariaDB
13 2 (0.60%) Oracle Database
13 2 (0.60%) RDBMS
13 2 (0.60%) SQL Server Integration Services
Development Applications
1 41 (12.35%) JIRA
2 16 (4.82%) Cypress.io
3 15 (4.52%) Git
3 15 (4.52%) LabVIEW
4 10 (3.01%) Cucumber
5 9 (2.71%) Gradle
5 9 (2.71%) Jenkins
5 9 (2.71%) JMeter
5 9 (2.71%) Maven
6 7 (2.11%) Visual Studio
7 6 (1.81%) Bitbucket
7 6 (1.81%) MSTest
8 1 (0.30%) Bugzilla
8 1 (0.30%) JUnit
8 1 (0.30%) Mockito
General
1 186 (56.02%) Social Skills
2 124 (37.35%) Finance
3 87 (26.20%) Inclusion and Diversity
4 62 (18.67%) Law
5 55 (16.57%) Banking
6 52 (15.66%) Marketing
7 25 (7.53%) Investment Banking
8 23 (6.93%) Presentation Skills
8 23 (6.93%) Public Sector
9 22 (6.63%) Manufacturing
10 19 (5.72%) Legal
11 18 (5.42%) Financial Institution
12 16 (4.82%) Retail
13 15 (4.52%) Electronics
13 15 (4.52%) Organisational Skills
14 12 (3.61%) Back Office
15 7 (2.11%) Billing
15 7 (2.11%) Influencing Skills
15 7 (2.11%) Publishing
16 6 (1.81%) Telecoms
Job Titles
1 84 (25.30%) Analyst
2 32 (9.64%) Senior
3 27 (8.13%) Data Engineer
4 24 (7.23%) Consultant
5 22 (6.63%) Business Analyst
6 18 (5.42%) Software Engineering Director
7 15 (4.52%) Electronics Engineer
7 15 (4.52%) Manufacturing Engineer
7 15 (4.52%) Software Design Engineer
8 13 (3.92%) Lead
8 13 (3.92%) Principal Engineer
8 13 (3.92%) QA Engineer
8 13 (3.92%) Software Engineer
9 12 (3.61%) Graduate
10 11 (3.31%) Architect
10 11 (3.31%) Endur Consultant
10 11 (3.31%) ETRM Consultant
10 11 (3.31%) OpenLink Consultant
10 11 (3.31%) Systems Analyst
11 10 (3.01%) Technical Analyst
Libraries, Frameworks & Software Standards
1 18 (5.42%) Kafka
2 17 (5.12%) React
3 14 (4.22%) .NET
4 10 (3.01%) Spring
4 10 (3.01%) Spring Boot
5 9 (2.71%) CSS
5 9 (2.71%) Ext JS
5 9 (2.71%) HTML
6 7 (2.11%) AngularJS
7 6 (1.81%) RESTful
8 5 (1.51%) REST
9 4 (1.20%) Express.js
9 4 (1.20%) MEAN Stack
9 4 (1.20%) MERN Stack
9 4 (1.20%) Node.js
9 4 (1.20%) SOAP
9 4 (1.20%) Web Services
10 3 (0.90%) Laravel
11 2 (0.60%) ASP.NET
11 2 (0.60%) Symfony
Miscellaneous
1 42 (12.65%) Product Ownership
2 31 (9.34%) Management Information System
3 29 (8.73%) Cloud Native
4 19 (5.72%) Analytical Mindset
5 18 (5.42%) Public Cloud
6 13 (3.92%) Self-Motivation
7 11 (3.31%) Onboarding
8 10 (3.01%) Credit Risk
9 9 (2.71%) Cyber Threat
9 9 (2.71%) Market Risk
10 8 (2.41%) Foreign Exchange (FX)
10 8 (2.41%) Reference Data
10 8 (2.41%) Virtual Team
11 7 (2.11%) Credit Derivative
11 7 (2.11%) Derivative
11 7 (2.11%) Fixed Income
11 7 (2.11%) Hedge funds
11 7 (2.11%) Interest Rate Derivative
11 7 (2.11%) IoT
12 5 (1.51%) Driving Licence
Operating Systems
1 16 (4.82%) Windows
2 13 (3.92%) Linux
3 4 (1.20%) AIX
3 4 (1.20%) Mac OS X
3 4 (1.20%) Windows Server
4 2 (0.60%) Unix
4 2 (0.60%) Windows 8
5 1 (0.30%) Windows 10
Processes & Methodologies
1 177 (53.31%) Problem-Solving
2 125 (37.65%) Agile
3 71 (21.39%) Decision-Making
4 61 (18.37%) Software Engineering
5 60 (18.07%) Business Intelligence
6 56 (16.87%) Continuous Improvement
7 48 (14.46%) Analytics
8 46 (13.86%) CI/CD
9 44 (13.25%) Project Management
9 44 (13.25%) Risk Management
10 41 (12.35%) Data Analysis
10 41 (12.35%) SDLC
10 41 (12.35%) Test Automation
11 40 (12.05%) Change Management
12 37 (11.14%) Computer Science
13 34 (10.24%) Regression Testing
14 33 (9.94%) Cybersecurity
15 32 (9.64%) Data Modelling
15 32 (9.64%) Scrum
16 30 (9.04%) Artificial Intelligence
Programming Languages
1 82 (24.70%) SQL
2 57 (17.17%) Python
3 37 (11.14%) Java
4 31 (9.34%) C#
5 23 (6.93%) C++
6 20 (6.02%) PL/SQL
7 19 (5.72%) C
7 19 (5.72%) JavaScript
8 18 (5.42%) Scala
9 7 (2.11%) Data Analysis Expressions
10 6 (1.81%) VBA
11 4 (1.20%) PowerShell
11 4 (1.20%) R
11 4 (1.20%) T-SQL
11 4 (1.20%) VB
12 3 (0.90%) PHP
13 1 (0.30%) Kotlin
13 1 (0.30%) MATLAB
13 1 (0.30%) TypeScript
Qualifications
1 103 (31.02%) Degree
2 12 (3.61%) Cisco Certification
3 11 (3.31%) Computer Science Degree
4 10 (3.01%) CCNP
5 9 (2.71%) DBS Check
5 9 (2.71%) Master's Degree
6 7 (2.11%) SC Cleared
6 7 (2.11%) Security Cleared
7 6 (1.81%) HND
7 6 (1.81%) PMI Certification
7 6 (1.81%) PMP
8 4 (1.20%) CCDP
8 4 (1.20%) CCSP
8 4 (1.20%) ITIL Foundation Certificate
9 3 (0.90%) Azure Certification
9 3 (0.90%) Microsoft Certification
10 2 (0.60%) CCNA
10 2 (0.60%) CISM
10 2 (0.60%) CISSP
10 2 (0.60%) PhD
Quality Assurance & Compliance
1 31 (9.34%) QA
2 24 (7.23%) SLA
3 13 (3.92%) GDPR
4 6 (1.81%) Actionable Recommendations
4 6 (1.81%) IFRS
4 6 (1.81%) IFRS 9
5 4 (1.20%) Accessibility
5 4 (1.20%) Data Quality
6 3 (0.90%) CRD IV
6 3 (0.90%) Cyber Essentials
6 3 (0.90%) Disclosure Scotland
7 2 (0.60%) ISO/IEC 27001
7 2 (0.60%) NIST
8 1 (0.30%) Basel III
8 1 (0.30%) Cyber Essentials PLUS
8 1 (0.30%) FINRA
8 1 (0.30%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.30%) MiFID
8 1 (0.30%) NEBOSH
8 1 (0.30%) Sarbanes-Oxley
System Software
1 11 (3.31%) Active Directory
2 3 (0.90%) Hyper-V
2 3 (0.90%) VMware Infrastructure
3 2 (0.60%) Docker
4 1 (0.30%) Virtual Desktop
Systems Management
1 27 (8.13%) Kubernetes
2 4 (1.20%) Ansible
2 4 (1.20%) SCCM
2 4 (1.20%) vRealize
2 4 (1.20%) vRealize Orchestrator
3 2 (0.60%) Oracle RMAN
4 1 (0.30%) Microsoft Intune
4 1 (0.30%) Nessus
4 1 (0.30%) TeamSite
Vendors
1 65 (19.58%) Microsoft
2 34 (10.24%) Oracle
3 25 (7.53%) Google
4 18 (5.42%) Alteryx
4 18 (5.42%) Cognos
4 18 (5.42%) Databricks
4 18 (5.42%) Sybase
5 13 (3.92%) Dell
6 11 (3.31%) Atlassian
6 11 (3.31%) OpenLink
7 9 (2.71%) TOWER Software
8 7 (2.11%) Meraki
8 7 (2.11%) ServiceNow
9 6 (1.81%) ForeScout
10 5 (1.51%) VMware
11 4 (1.20%) Cisco
12 2 (0.60%) Rollbar
13 1 (0.30%) Autodesk
13 1 (0.30%) Keysight
13 1 (0.30%) Salesforce