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 in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 11 June 2024, comparing them to the same period in the previous two years.

6 months to
11 Jun 2024
Same period 2023 Same period 2022
Rank 73 41 39
Rank change year-on-year -32 -2 -7
Permanent jobs citing Analytical Skills 318 282 399
As % of all permanent jobs advertised in Scotland 4.64% 6.56% 6.32%
As % of the General category 6.81% 8.77% 10.14%
Number of salaries quoted 204 179 200
10th Percentile £27,500 £30,500 £30,950
25th Percentile £38,500 £37,269 £39,915
Median annual salary (50th Percentile) £45,000 £50,000 £50,000
Median % change year-on-year -10.00% - +5.26%
75th Percentile £61,500 £64,375 £62,532
90th Percentile £68,750 £68,750 £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 falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring common skills in Scotland.

Permanent vacancies with a requirement for common skills 4,673 3,216 3,936
As % of all permanent jobs advertised in Scotland 68.18% 74.76% 62.36%
Number of salaries quoted 1,607 1,550 2,005
10th Percentile £27,500 £32,050 £31,250
25th Percentile £38,250 £41,250 £41,250
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% +10.00%
75th Percentile £65,000 £73,750 £70,000
90th Percentile £80,000 £85,000 £82,500
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 11 June 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 11 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 -62 146 £42,500 -15.84% 49
Edinburgh -7 71 £63,500 +33.68% 43
Aberdeen +1 35 £42,500 -22.73% 23
Fife +2 13 £43,200 -52.00% 1
Aberdeenshire +12 11 £42,500 -34.62% 8
Lanarkshire -1 9 £42,500 -32.00% 19
Dundee -7 9 £49,990 +29.43%
Renfrewshire -1 7 £28,921 - 1
Stirling -3 3 £50,000 +53.85% 3
North Lanarkshire -3 3 £29,000 - 4
East Ayrshire -4 3 £29,500 -
Falkirk - 3 £50,000 - 3
West Lothian - 2 £52,500 - 3
West Dunbartonshire -1 1 £27,500 - 3
South Ayrshire - 1 £65,000 - 1
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 11 (3.46%) Apache Spark
2 10 (3.14%) Confluence
3 6 (1.89%) Apache
3 6 (1.89%) SharePoint
4 5 (1.57%) SAS
5 2 (0.63%) IIS
5 2 (0.63%) WebLogic
5 2 (0.63%) WebSphere
6 1 (0.31%) CMS
Applications
1 16 (5.03%) Microsoft Excel
2 6 (1.89%) Microsoft Office
3 5 (1.57%) Microsoft PowerPoint
3 5 (1.57%) MS Visio
4 2 (0.63%) AutoCAD
5 1 (0.31%) Revit
Business Applications
1 11 (3.46%) Endur
2 2 (0.63%) Dynamics CRM
3 1 (0.31%) Maximo
3 1 (0.31%) Oracle Cash Management
3 1 (0.31%) Oracle Receivables
3 1 (0.31%) Payment Gateway
3 1 (0.31%) Primavera
Cloud Services
1 53 (16.67%) Power Platform
2 41 (12.89%) Azure
3 29 (9.12%) AWS
4 26 (8.18%) Dynamics 365
5 20 (6.29%) GCP
6 15 (4.72%) Microsoft 365
7 10 (3.14%) Azure DevOps
8 9 (2.83%) BlazeMeter
9 8 (2.52%) Entra ID
10 5 (1.57%) Cloud Computing
11 4 (1.26%) Amazon Ads
11 4 (1.26%) Google Ads
11 4 (1.26%) Google Analytics
11 4 (1.26%) IaaS
11 4 (1.26%) SaaS
12 3 (0.94%) Azure AKS
12 3 (0.94%) Azure API Management
13 2 (0.63%) PowerApps
14 1 (0.31%) Azure Sentinel
14 1 (0.31%) Vertex AI
Communications & Networking
1 11 (3.46%) DSL
2 7 (2.20%) Cisco Nexus
2 7 (2.20%) DNS
3 6 (1.89%) Wireless
4 5 (1.57%) LAN
4 5 (1.57%) WAN
5 3 (0.94%) Firewall
5 3 (0.94%) Intrusion Detection
5 3 (0.94%) Network Security
5 3 (0.94%) Remote Desktop
5 3 (0.94%) VLAN
6 1 (0.31%) Internet
6 1 (0.31%) Wi-Fi
Database & Business Intelligence
1 50 (15.72%) Power BI
2 18 (5.66%) MongoDB
3 16 (5.03%) BigQuery
3 16 (5.03%) Looker
4 14 (4.40%) Big Data
4 14 (4.40%) Tableau
5 12 (3.77%) Data Lake
6 11 (3.46%) DB2
6 11 (3.46%) MS Access
7 10 (3.14%) Data Warehouse
7 10 (3.14%) Power Query
8 9 (2.83%) SQL Server
9 5 (1.57%) MySQL
9 5 (1.57%) PostgreSQL
10 3 (0.94%) Oracle Database
10 3 (0.94%) Oracle Database 10g
10 3 (0.94%) Relational Database
10 3 (0.94%) SQL Server Reporting Services
11 2 (0.63%) RDBMS
11 2 (0.63%) SQL Server Integration Services
Development Applications
1 26 (8.18%) JIRA
2 16 (5.03%) Cypress.io
3 15 (4.72%) LabVIEW
4 10 (3.14%) Cucumber
4 10 (3.14%) Jenkins
5 9 (2.83%) Git
5 9 (2.83%) Gradle
5 9 (2.83%) JMeter
5 9 (2.83%) Maven
6 7 (2.20%) Visual Studio
7 6 (1.89%) Bitbucket
7 6 (1.89%) MSTest
8 1 (0.31%) Bugzilla
8 1 (0.31%) CircleCI
8 1 (0.31%) GitLab
8 1 (0.31%) JUnit
8 1 (0.31%) Mockito
General
1 181 (56.92%) Social Skills
2 96 (30.19%) Inclusion and Diversity
3 90 (28.30%) Finance
4 52 (16.35%) Law
5 42 (13.21%) Marketing
6 35 (11.01%) Banking
7 23 (7.23%) Public Sector
8 22 (6.92%) Manufacturing
8 22 (6.92%) Presentation Skills
9 18 (5.66%) Investment Banking
10 15 (4.72%) Electronics
11 14 (4.40%) Legal
12 12 (3.77%) Back Office
13 11 (3.46%) Financial Institution
13 11 (3.46%) Organisational Skills
13 11 (3.46%) Retail
14 9 (2.83%) Influencing Skills
15 7 (2.20%) Automotive
15 7 (2.20%) Billing
15 7 (2.20%) Publishing
Job Titles
1 63 (19.81%) Analyst
2 25 (7.86%) Consultant
3 23 (7.23%) Senior
4 22 (6.92%) Business Analyst
5 21 (6.60%) Software Engineer
6 20 (6.29%) Data Engineer
7 15 (4.72%) Electronics Engineer
7 15 (4.72%) Manufacturing Engineer
7 15 (4.72%) Software Design Engineer
8 14 (4.40%) Architect
8 14 (4.40%) Lead
9 13 (4.09%) QA Engineer
10 11 (3.46%) Developer
10 11 (3.46%) Endur Consultant
10 11 (3.46%) ETRM Consultant
10 11 (3.46%) OpenLink Consultant
10 11 (3.46%) Software Engineering Director
10 11 (3.46%) Technical Analyst
11 10 (3.14%) Junior
11 10 (3.14%) Systems Analyst
Libraries, Frameworks & Software Standards
1 19 (5.97%) .NET
2 13 (4.09%) React
3 12 (3.77%) Spring
3 12 (3.77%) Spring Boot
4 11 (3.46%) Kafka
5 9 (2.83%) Ext JS
6 5 (1.57%) REST
7 4 (1.26%) SOAP
7 4 (1.26%) Web Services
8 3 (0.94%) AngularJS
8 3 (0.94%) CSS
8 3 (0.94%) HTML
9 2 (0.63%) .NET Framework
9 2 (0.63%) ASP.NET
9 2 (0.63%) Middleware
9 2 (0.63%) RESTful
9 2 (0.63%) Vue
10 1 (0.31%) Keras
10 1 (0.31%) OpenAPI
10 1 (0.31%) Swagger
Miscellaneous
1 34 (10.69%) Product Ownership
2 25 (7.86%) Analytical Mindset
3 23 (7.23%) Management Information System
4 18 (5.66%) Cloud Native
5 13 (4.09%) Self-Motivation
6 11 (3.46%) Onboarding
6 11 (3.46%) Public Cloud
7 9 (2.83%) Cyber Threat
7 9 (2.83%) Market Risk
8 8 (2.52%) Foreign Exchange (FX)
8 8 (2.52%) Reference Data
9 7 (2.20%) Credit Derivative
9 7 (2.20%) Derivative
9 7 (2.20%) Fixed Income
9 7 (2.20%) Hedge funds
9 7 (2.20%) Interest Rate Derivative
9 7 (2.20%) IoT
10 6 (1.89%) Credit Risk
11 5 (1.57%) Operational Technology
11 5 (1.57%) Virtual Team
Operating Systems
1 20 (6.29%) Linux
2 19 (5.97%) Windows
3 11 (3.46%) Windows Server
4 5 (1.57%) Unix
5 4 (1.26%) AIX
6 2 (0.63%) Windows 8
Processes & Methodologies
1 177 (55.66%) Problem-Solving
2 101 (31.76%) Agile
3 62 (19.50%) Software Engineering
4 51 (16.04%) Continuous Improvement
4 51 (16.04%) Decision-Making
5 48 (15.09%) Business Intelligence
6 41 (12.89%) Risk Management
7 40 (12.58%) Computer Science
8 37 (11.64%) Analytics
9 36 (11.32%) CI/CD
10 35 (11.01%) Test Automation
11 33 (10.38%) Change Management
11 33 (10.38%) Project Management
12 32 (10.06%) DevOps
13 31 (9.75%) Cybersecurity
13 31 (9.75%) Scrum
13 31 (9.75%) SDLC
14 27 (8.49%) Analytical Thinking
14 27 (8.49%) Data Analysis
14 27 (8.49%) Regression Testing
Programming Languages
1 85 (26.73%) SQL
2 40 (12.58%) Python
3 36 (11.32%) C#
4 31 (9.75%) Java
5 28 (8.81%) C++
6 19 (5.97%) C
7 16 (5.03%) JavaScript
8 14 (4.40%) PL/SQL
9 11 (3.46%) Scala
10 10 (3.14%) Data Analysis Expressions
11 5 (1.57%) T-SQL
11 5 (1.57%) VBA
12 4 (1.26%) PowerShell
12 4 (1.26%) VB
13 1 (0.31%) Kotlin
13 1 (0.31%) Perl
13 1 (0.31%) PHP
13 1 (0.31%) R
13 1 (0.31%) TypeScript
Qualifications
1 97 (30.50%) Degree
2 11 (3.46%) CCNP
2 11 (3.46%) Cisco Certification
3 9 (2.83%) DBS Check
4 7 (2.20%) Computer Science Degree
4 7 (2.20%) SC Cleared
4 7 (2.20%) Security Cleared
5 6 (1.89%) HND
5 6 (1.89%) Master's Degree
5 6 (1.89%) Microsoft Certification
5 6 (1.89%) PMI Certification
5 6 (1.89%) PMP
6 4 (1.26%) CCDP
6 4 (1.26%) CCSP
6 4 (1.26%) ITIL Foundation Certificate
7 3 (0.94%) Azure Certification
8 2 (0.63%) CISM
8 2 (0.63%) CISSP
8 2 (0.63%) PhD
9 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 34 (10.69%) QA
2 17 (5.35%) SLA
3 13 (4.09%) GDPR
4 4 (1.26%) Accessibility
4 4 (1.26%) Data Quality
4 4 (1.26%) IFRS
4 4 (1.26%) IFRS 9
5 3 (0.94%) Cyber Essentials
5 3 (0.94%) Disclosure Scotland
6 2 (0.63%) Actionable Recommendations
6 2 (0.63%) ISO/IEC 27001
6 2 (0.63%) NIST
7 1 (0.31%) Basel III
7 1 (0.31%) Cyber Essentials PLUS
7 1 (0.31%) FINRA
7 1 (0.31%) ISO 20022
7 1 (0.31%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.31%) MiFID
7 1 (0.31%) NEBOSH
System Software
1 10 (3.14%) Active Directory
2 3 (0.94%) Docker
2 3 (0.94%) Hyper-V
2 3 (0.94%) VMware Infrastructure
Systems Management
1 17 (5.35%) Kubernetes
2 4 (1.26%) SCCM
3 3 (0.94%) Oracle RMAN
4 2 (0.63%) Terraform
5 1 (0.31%) Microsoft Intune
5 1 (0.31%) Nessus
5 1 (0.31%) TeamSite
Vendors
1 62 (19.50%) Microsoft
2 28 (8.81%) Oracle
3 22 (6.92%) Google
4 11 (3.46%) Alteryx
4 11 (3.46%) Cognos
4 11 (3.46%) Databricks
4 11 (3.46%) OpenLink
4 11 (3.46%) Sybase
5 9 (2.83%) TOWER Software
6 8 (2.52%) Meraki
7 7 (2.20%) ForeScout
8 5 (1.57%) VMware
9 3 (0.94%) Cisco
10 1 (0.31%) Autodesk
10 1 (0.31%) Epicor
10 1 (0.31%) IFS
10 1 (0.31%) JD Edwards
10 1 (0.31%) Keysight
10 1 (0.31%) Salesforce
10 1 (0.31%) SAP