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 21 July 2024, comparing them to the same period in the previous two years.

6 months to
21 Jul 2024
Same period 2023 Same period 2022
Rank 59 34 26
Rank change year-on-year -25 -8 +14
Permanent jobs citing Analytical Skills 317 267 550
As % of all permanent jobs advertised in Scotland 5.31% 6.84% 8.82%
As % of the General category 7.95% 9.22% 13.41%
Number of salaries quoted 199 186 232
10th Percentile £27,500 £30,500 £28,191
25th Percentile £38,750 £37,885 £38,000
Median annual salary (50th Percentile) £45,000 £50,119 £50,000
Median % change year-on-year -10.21% +0.24% +5.26%
75th Percentile £61,500 £62,833 £63,250
90th Percentile £68,750 £67,500 £74,875
UK median annual salary £50,000 £54,882 £54,450
% change year-on-year -8.90% +0.79% +8.90%

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 3,987 2,897 4,101
As % of all permanent jobs advertised in Scotland 66.77% 74.19% 65.78%
Number of salaries quoted 1,451 1,537 2,148
10th Percentile £27,500 £32,500 £31,250
25th Percentile £38,750 £41,250 £41,227
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +10.00%
75th Percentile £65,000 £71,250 £70,000
90th Percentile £80,000 £83,750 £83,750
UK median annual salary £52,500 £60,000 £60,000
% change year-on-year -12.50% - +8.11%

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 21 July 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 21 July 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 -65 124 £44,000 -18.14% 25
Edinburgh +9 89 £63,500 +40.51% 18
Aberdeen +10 38 £42,500 -26.09% 8
Aberdeenshire +1 12 £42,500 -34.62% 5
Dundee +2 11 £49,990 +25.78%
Fife -1 11 £43,200 -9.05%
Lanarkshire -2 9 £42,500 -32.00% 18
Renfrewshire -2 7 £35,000 - 2
Stirling -7 4 £50,000 +53.85% 1
East Ayrshire - 3 £29,500 -
Falkirk - 3 £50,000 -
West Lothian - 2 £52,500 -
West Dunbartonshire -1 1 £27,500 - 1
North Lanarkshire - 1 - - 3
South Ayrshire - 1 £65,000 - 2
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 16 (5.05%) SAS
2 9 (2.84%) Confluence
3 7 (2.21%) Apache
4 4 (1.26%) SharePoint
5 2 (0.63%) Adobe Experience Manager
5 2 (0.63%) IIS
5 2 (0.63%) WebLogic
5 2 (0.63%) WebSphere
6 1 (0.32%) CMS
Applications
1 17 (5.36%) Microsoft Excel
2 5 (1.58%) MS Visio
3 4 (1.26%) Microsoft Office
3 4 (1.26%) Microsoft PowerPoint
4 2 (0.63%) AutoCAD
5 1 (0.32%) Revit
5 1 (0.32%) SPSS
Business Applications
1 7 (2.21%) Endur
2 4 (1.26%) Dynamics CRM
3 3 (0.95%) iTrent
4 2 (0.63%) Oracle Applications
5 1 (0.32%) Maximo
5 1 (0.32%) Oracle Cash Management
5 1 (0.32%) Oracle Receivables
5 1 (0.32%) Payment Gateway
5 1 (0.32%) Primavera
Cloud Services
1 57 (17.98%) Power Platform
2 36 (11.36%) Azure
3 22 (6.94%) AWS
4 20 (6.31%) GCP
5 19 (5.99%) Dynamics 365
6 17 (5.36%) Microsoft 365
7 11 (3.47%) Azure DevOps
8 9 (2.84%) BlazeMeter
9 8 (2.52%) Entra ID
10 5 (1.58%) Cloud Computing
10 5 (1.58%) Google Ads
10 5 (1.58%) Google Analytics
10 5 (1.58%) IaaS
10 5 (1.58%) SaaS
11 4 (1.26%) Amazon Ads
12 2 (0.63%) Azure AKS
12 2 (0.63%) Azure API Management
13 1 (0.32%) Power Automate
13 1 (0.32%) Serverless
13 1 (0.32%) Smartsheet
Communications & Networking
1 7 (2.21%) Cisco Nexus
1 7 (2.21%) DNS
1 7 (2.21%) LAN
1 7 (2.21%) WAN
2 6 (1.89%) Wireless
3 4 (1.26%) Remote Desktop
4 3 (0.95%) Firewall
4 3 (0.95%) Intrusion Detection
4 3 (0.95%) VLAN
5 2 (0.63%) Network Security
6 1 (0.32%) Internet
6 1 (0.32%) Wi-Fi
Database & Business Intelligence
1 51 (16.09%) Power BI
2 17 (5.36%) Looker
3 16 (5.05%) BigQuery
4 15 (4.73%) MS Access
5 13 (4.10%) SQL Server
6 12 (3.79%) Power Query
7 9 (2.84%) Data Warehouse
8 8 (2.52%) MongoDB
8 8 (2.52%) MySQL
9 6 (1.89%) Oracle Database
10 5 (1.58%) Data Mining
10 5 (1.58%) PostgreSQL
10 5 (1.58%) Relational Database
10 5 (1.58%) SQL Server Reporting Services
11 4 (1.26%) SQL Server Integration Services
11 4 (1.26%) Tableau
12 3 (0.95%) Big Data
12 3 (0.95%) BusinessObjects
12 3 (0.95%) Oracle Database 10g
12 3 (0.95%) RDBMS
Development Applications
1 20 (6.31%) JIRA
2 15 (4.73%) Cypress.io
2 15 (4.73%) LabVIEW
3 10 (3.15%) Jenkins
4 9 (2.84%) Cucumber
4 9 (2.84%) Git
4 9 (2.84%) Gradle
4 9 (2.84%) JMeter
4 9 (2.84%) Maven
5 7 (2.21%) Visual Studio
6 6 (1.89%) Bitbucket
6 6 (1.89%) MSTest
7 2 (0.63%) Oracle APEX
8 1 (0.32%) Bugzilla
8 1 (0.32%) CircleCI
8 1 (0.32%) GitLab
General
1 187 (58.99%) Social Skills
2 76 (23.97%) Finance
3 75 (23.66%) Inclusion and Diversity
4 26 (8.20%) Law
5 25 (7.89%) Public Sector
6 23 (7.26%) Manufacturing
7 22 (6.94%) Banking
7 22 (6.94%) Marketing
8 21 (6.62%) Legal
9 16 (5.05%) Presentation Skills
10 15 (4.73%) Electronics
11 12 (3.79%) Retail
12 8 (2.52%) Back Office
12 8 (2.52%) Influencing Skills
12 8 (2.52%) Organisational Skills
13 7 (2.21%) Automotive
13 7 (2.21%) Billing
13 7 (2.21%) Publishing
14 6 (1.89%) Documentation Skills
14 6 (1.89%) Telecoms
Job Titles
1 61 (19.24%) Analyst
2 27 (8.52%) Senior
3 24 (7.57%) Consultant
4 23 (7.26%) Software Engineer
5 19 (5.99%) Developer
6 18 (5.68%) Business Analyst
6 18 (5.68%) Lead
7 15 (4.73%) Electronics Engineer
7 15 (4.73%) Manufacturing Engineer
7 15 (4.73%) Software Design Engineer
8 13 (4.10%) QA Engineer
9 12 (3.79%) Architect
9 12 (3.79%) Power BI Consultant
10 11 (3.47%) Junior
10 11 (3.47%) Junior Developer
11 10 (3.15%) IT Manager
11 10 (3.15%) Platform Engineer
12 9 (2.84%) Java Engineer
12 9 (2.84%) Java Software Engineer
12 9 (2.84%) Principal Engineer
Libraries, Frameworks & Software Standards
1 23 (7.26%) .NET
2 12 (3.79%) React
2 12 (3.79%) Spring
2 12 (3.79%) Spring Boot
3 9 (2.84%) Ext JS
4 6 (1.89%) Web Services
5 5 (1.58%) REST
6 4 (1.26%) CSS
6 4 (1.26%) HTML
6 4 (1.26%) ISPF
6 4 (1.26%) SOAP
7 3 (0.95%) AngularJS
8 2 (0.63%) .NET Framework
8 2 (0.63%) ASP.NET
8 2 (0.63%) Middleware
8 2 (0.63%) Vue
9 1 (0.32%) ASP.NET Web API
9 1 (0.32%) Hugging Face
9 1 (0.32%) Keras
9 1 (0.32%) PySpark
Miscellaneous
1 24 (7.57%) Analytical Mindset
2 20 (6.31%) Management Information System
3 17 (5.36%) Product Ownership
4 13 (4.10%) Self-Motivation
5 9 (2.84%) Credit Risk
5 9 (2.84%) Market Risk
6 7 (2.21%) Onboarding
7 6 (1.89%) Cyber Threat
7 6 (1.89%) Enterprise Software
7 6 (1.89%) IoT
7 6 (1.89%) Mainframe
8 5 (1.58%) Cloud Native
8 5 (1.58%) Data Protection Act
8 5 (1.58%) Derivative
8 5 (1.58%) Driving Licence
8 5 (1.58%) Operational Technology
9 4 (1.26%) Data Centre
9 4 (1.26%) IBM Mainframe
10 3 (0.95%) Hedge funds
10 3 (0.95%) Reference Data
Operating Systems
1 23 (7.26%) Linux
2 20 (6.31%) Windows
3 10 (3.15%) Windows Server
4 6 (1.89%) Unix
5 4 (1.26%) AIX
6 1 (0.32%) Android
6 1 (0.32%) Apple iOS
6 1 (0.32%) Windows 10
Processes & Methodologies
1 169 (53.31%) Problem-Solving
2 88 (27.76%) Agile
3 55 (17.35%) Software Engineering
4 47 (14.83%) Computer Science
5 43 (13.56%) Decision-Making
6 38 (11.99%) Continuous Improvement
6 38 (11.99%) DevOps
7 37 (11.67%) Project Management
8 35 (11.04%) Business Intelligence
9 33 (10.41%) Analytics
10 32 (10.09%) CI/CD
10 32 (10.09%) Risk Management
11 30 (9.46%) Change Management
12 28 (8.83%) Analytical Thinking
13 25 (7.89%) ITIL
13 25 (7.89%) Stakeholder Management
14 24 (7.57%) Cybersecurity
14 24 (7.57%) Scrum
14 24 (7.57%) Test Automation
15 23 (7.26%) Service Delivery
Programming Languages
1 82 (25.87%) SQL
2 40 (12.62%) C#
3 34 (10.73%) Python
4 30 (9.46%) C++
5 20 (6.31%) C
6 19 (5.99%) Java
7 17 (5.36%) JavaScript
8 12 (3.79%) Data Analysis Expressions
9 6 (1.89%) JCL
9 6 (1.89%) REXX
10 5 (1.58%) PL/SQL
10 5 (1.58%) T-SQL
11 4 (1.26%) PowerShell
11 4 (1.26%) VB
12 3 (0.95%) VBA
13 1 (0.32%) Kotlin
13 1 (0.32%) Perl
13 1 (0.32%) PHP
13 1 (0.32%) R
13 1 (0.32%) Shell Script
Qualifications
1 94 (29.65%) Degree
2 11 (3.47%) CCNP
2 11 (3.47%) Cisco Certification
3 9 (2.84%) Computer Science Degree
4 8 (2.52%) Master's Degree
5 6 (1.89%) ITIL Foundation Certificate
5 6 (1.89%) PMI Certification
5 6 (1.89%) SC Cleared
5 6 (1.89%) Security Cleared
6 5 (1.58%) HND
6 5 (1.58%) Microsoft Certification
6 5 (1.58%) PMP
7 4 (1.26%) ACCA
7 4 (1.26%) CCDP
7 4 (1.26%) CCSP
8 3 (0.95%) Azure Certification
8 3 (0.95%) CFA
8 3 (0.95%) CIMA
9 2 (0.63%) CBAP
9 2 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 34 (10.73%) QA
2 14 (4.42%) GDPR
3 10 (3.15%) Data Quality
4 6 (1.89%) Sarbanes-Oxley
5 5 (1.58%) IFRS
5 5 (1.58%) IFRS 9
5 5 (1.58%) SLA
6 3 (0.95%) Accessibility
6 3 (0.95%) Disclosure Scotland
6 3 (0.95%) ISO/IEC 27001
6 3 (0.95%) NIST
7 2 (0.63%) Actionable Recommendations
7 2 (0.63%) Cyber Essentials
8 1 (0.32%) ISO 20022
8 1 (0.32%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.32%) NEBOSH
System Software
1 9 (2.84%) Active Directory
2 3 (0.95%) Docker
2 3 (0.95%) Hyper-V
2 3 (0.95%) VMware Infrastructure
3 2 (0.63%) RACF
4 1 (0.32%) vSphere
Systems Management
1 6 (1.89%) Kubernetes
2 4 (1.26%) CA Endevor
3 3 (0.95%) Ansible
3 3 (0.95%) Oracle RMAN
3 3 (0.95%) Terraform
4 2 (0.63%) Microsoft Intune
4 2 (0.63%) zSecure
5 1 (0.32%) Galera Cluster
5 1 (0.32%) HAProxy
5 1 (0.32%) Nessus
5 1 (0.32%) SCCM
5 1 (0.32%) TeamSite
Vendors
1 59 (18.61%) Microsoft
2 22 (6.94%) Google
3 16 (5.05%) Oracle
4 9 (2.84%) TOWER Software
5 8 (2.52%) Meraki
6 7 (2.21%) CA
6 7 (2.21%) ForeScout
6 7 (2.21%) OpenLink
7 6 (1.89%) VMware
8 4 (1.26%) IBM
8 4 (1.26%) SAP
9 2 (0.63%) Adobe
9 2 (0.63%) Cisco
9 2 (0.63%) MuleSoft
9 2 (0.63%) Salesforce
10 1 (0.32%) Aderant
10 1 (0.32%) IFS
10 1 (0.32%) iManage
10 1 (0.32%) Keysight
10 1 (0.32%) Qualys