Analyst Job Trends in Scotland

Analyst
UK > Scotland

The median Analyst salary in Scotland is £40,000 per year, according to job vacancies posted during the 6 months leading to 25 March 2026.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
25 Mar 2026
Same period 2025 Same period 2024
Rank 7 11 48
Rank change year-on-year +4 +37 -28
Permanent jobs requiring an Analyst 397 246 390
As % of all permanent jobs in Scotland 12.79% 12.39% 6.99%
As % of the Job Titles category 13.50% 13.90% 7.21%
Number of salaries quoted 123 75 232
10th Percentile £28,250 £25,008 £26,250
25th Percentile £30,000 £26,250 £32,500
Median annual salary (50th Percentile) £40,000 £43,250 £42,592
Median % change year-on-year -7.51% +1.55% +6.33%
75th Percentile £52,000 £55,000 £52,500
90th Percentile £60,000 £60,750 £62,500
UK median annual salary £43,000 £47,500 £45,000
% change year-on-year -9.47% +5.56% -3.23%

All Permanent IT Job Roles
Scotland

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in Scotland. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in Scotland with a recognized job title 2,940 1,770 5,409
% of permanent jobs with a recognized job title 94.75% 89.17% 96.88%
Number of salaries quoted 1,543 941 2,450
10th Percentile £28,250 £28,250 £27,500
25th Percentile £31,250 £38,750 £38,750
Median annual salary (50th Percentile) £45,000 £55,000 £52,500
Median % change year-on-year -18.18% +4.76% -8.70%
75th Percentile £67,941 £74,145 £65,000
90th Percentile £85,000 £95,000 £80,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

Analyst
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings featuring 'Analyst' in the job title relative to all permanent IT jobs advertised in Scotland.

Analyst job vacancy trend in Scotland

Analyst
Salary Trend in Scotland

Salary distribution trend for Analyst job vacancies in Scotland.

Salary distribution trend for Analyst job vacancies in Scotland

Analyst
Salary Histogram in Scotland

Salary distribution for jobs citing Analyst in Scotland over the 6 months to 25 March 2026.

Salary histogram for Analyst in Scotland

Analyst
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analyst within the Scotland region over the 6 months to 25 March 2026. 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
Edinburgh -4 160 £40,000 -7.51% 18
Glasgow +5 84 £45,000 +5.88% 18
Aberdeen +8 46 £40,000 +14.29% 9
Dundee +5 32 - - 2
West Dunbartonshire - 14 - -
Stirling -3 10 £54,500 +19.43% 1
North Lanarkshire -3 10 £30,000 +5.26% 3
Lanarkshire - 8 £24,000 - 16
Renfrewshire -1 6 - - 2
West Lothian -7 4 £52,500 +8.25% 2
South Lanarkshire - 4 - - 2
East Lothian - 3 £30,000 -
Highlands - 3 - - 1
Argyll and Bute -1 2 £38,750 -41.51%
North Ayrshire - 2 - -
East Ayrshire - 2 - - 1
Midlothian - 2 £65,000 - 16
Ayrshire - 2 - -
Fife -2 1 - - 2
Perth and Kinross -9 1 £23,500 -60.52%
Analyst
UK

Analyst Skill Set
Top 30 Co-Occurring Skills & Capabilities in Scotland

For the 6 months to 25 March 2026, Analyst job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads across the Scotland region featuring Analyst in the job title.

1 195 (49.12%) Microsoft
2 170 (42.82%) Azure
3 128 (32.24%) Azure Certification
4 120 (30.23%) SQL
5 94 (23.68%) Business Intelligence
6 89 (22.42%) Microsoft Excel
7 86 (21.66%) Mentoring
8 81 (20.40%) Power Platform
9 80 (20.15%) Power BI
10 79 (19.90%) Python
10 79 (19.90%) Tableau
11 77 (19.40%) Problem-Solving
12 68 (17.13%) Coaching
13 67 (16.88%) AI
14 66 (16.62%) Cybersecurity
15 64 (16.12%) Azure AI
15 64 (16.12%) CompTIA CySA+
15 64 (16.12%) CompTIA Security+
15 64 (16.12%) ForeScout
16 59 (14.86%) Continuous Improvement
17 44 (11.08%) Agile
17 44 (11.08%) Business Analysis
18 41 (10.33%) Degree
19 38 (9.57%) Microsoft 365
20 37 (9.32%) Project Management
20 37 (9.32%) QA
21 36 (9.07%) Process Improvement
22 34 (8.56%) Customer Service
23 33 (8.31%) Asset Management
24 32 (8.06%) Emotional Intelligence

Analyst Skill Set
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 16 (4.03%) SharePoint
2 5 (1.26%) Microsoft Exchange
3 4 (1.01%) WebSphere
3 4 (1.01%) WebSphere Application Server
4 3 (0.76%) Confluence
5 1 (0.25%) Exchange Server 2013
5 1 (0.25%) SAS
Applications
1 89 (22.42%) Microsoft Excel
2 22 (5.54%) MS Visio
3 10 (2.52%) Oracle Smart View
4 7 (1.76%) Microsoft Office
5 1 (0.25%) Microsoft PowerPoint
Business Applications
1 20 (5.04%) Oracle Assets
1 20 (5.04%) Oracle Financials
1 20 (5.04%) Oracle General Ledger
1 20 (5.04%) Oracle Payables
1 20 (5.04%) Oracle Receivables
2 10 (2.52%) Hyperion Planning
2 10 (2.52%) Oracle ERP
3 4 (1.01%) Unit4 Business World
4 3 (0.76%) Workday HCM
5 2 (0.50%) Alphatax
6 1 (0.25%) Dynamics CRM
6 1 (0.25%) Infor CloudSuite
6 1 (0.25%) Salesforce CRM
Cloud Services
1 170 (42.82%) Azure
2 81 (20.40%) Power Platform
3 64 (16.12%) Azure AI
4 38 (9.57%) Microsoft 365
5 14 (3.53%) Azure DevOps
6 13 (3.27%) OneDrive
7 11 (2.77%) Entra ID
8 4 (1.01%) AWS
8 4 (1.01%) Boomi
8 4 (1.01%) iPaaS
8 4 (1.01%) Workato
9 3 (0.76%) Dynamics 365
9 3 (0.76%) Mimecast
9 3 (0.76%) SuccessFactors
10 2 (0.50%) GCP
11 1 (0.25%) Azure Data Factory
11 1 (0.25%) Azure Synapse Analytics
11 1 (0.25%) Cloud Computing
11 1 (0.25%) Microsoft Copilot
11 1 (0.25%) Snowflake
Communications & Networking
1 10 (2.52%) Broadband
2 7 (1.76%) DHCP
2 7 (1.76%) DNS
3 6 (1.51%) Firewall
3 6 (1.51%) VPN
4 4 (1.01%) Remote Desktop
5 2 (0.50%) Mobile Broadband
5 2 (0.50%) Softphone
5 2 (0.50%) VLAN
Database & Business Intelligence
1 80 (20.15%) Power BI
2 79 (19.90%) Tableau
3 14 (3.53%) Data Mining
4 10 (2.52%) Essbase
4 10 (2.52%) Oracle BI Publisher
5 5 (1.26%) SQL Server
6 1 (0.25%) Azure SQL Data Warehouse
6 1 (0.25%) Azure SQL Database
6 1 (0.25%) BigQuery
6 1 (0.25%) Data Warehouse
6 1 (0.25%) Metadata
6 1 (0.25%) SQL Server Reporting Services
Development Applications
1 23 (5.79%) Oracle Forms
2 8 (2.02%) JIRA
3 4 (1.01%) Git
General
1 217 (54.66%) Social Skills
2 107 (26.95%) Finance
3 48 (12.09%) Analytical Skills
4 36 (9.07%) Banking
5 17 (4.28%) Retail
6 16 (4.03%) Legal
7 13 (3.27%) Billing
8 10 (2.52%) Financial Institution
9 7 (1.76%) Documentation Skills
10 5 (1.26%) Inclusion and Diversity
10 5 (1.26%) Organisational Skills
11 3 (0.76%) Games
11 3 (0.76%) Public Sector
12 2 (0.50%) Influencing Skills
12 2 (0.50%) Tech for Good
13 1 (0.25%) Agriculture
13 1 (0.25%) Front Office
13 1 (0.25%) Law
13 1 (0.25%) Publishing
13 1 (0.25%) Telecoms
Libraries, Frameworks & Software Standards
1 10 (2.52%) .NET
2 6 (1.51%) Web Services
Miscellaneous
1 27 (6.80%) Product Ownership
2 20 (5.04%) Management Information System
3 6 (1.51%) Cyber Threat
4 5 (1.26%) Social Media
5 4 (1.01%) Mobile App
5 4 (1.01%) Onboarding
6 3 (0.76%) Driving Licence
7 2 (0.50%) Analytical Mindset
7 2 (0.50%) Housing Association
7 2 (0.50%) iPhone
7 2 (0.50%) Self-Motivation
8 1 (0.25%) CMDB
8 1 (0.25%) Data Protection Act
8 1 (0.25%) Data Structures
8 1 (0.25%) Enterprise Software
8 1 (0.25%) Insider Threat
8 1 (0.25%) Legacy Systems
8 1 (0.25%) Reference Data
Operating Systems
1 21 (5.29%) Windows
2 6 (1.51%) Mac OS
3 5 (1.26%) Windows 10
4 3 (0.76%) Apple iOS
4 3 (0.76%) Windows Server 2012
5 1 (0.25%) Windows Server 2008
Processes & Methodologies
1 94 (23.68%) Business Intelligence
2 86 (21.66%) Mentoring
3 77 (19.40%) Problem-Solving
4 68 (17.13%) Coaching
5 67 (16.88%) AI
6 66 (16.62%) Cybersecurity
7 59 (14.86%) Continuous Improvement
8 44 (11.08%) Agile
8 44 (11.08%) Business Analysis
9 37 (9.32%) Project Management
10 36 (9.07%) Process Improvement
11 34 (8.56%) Customer Service
12 33 (8.31%) Asset Management
13 32 (8.06%) Emotional Intelligence
14 31 (7.81%) Analytics
15 29 (7.30%) Requirements Gathering
16 28 (7.05%) Roadmaps
17 27 (6.80%) Data Analysis
18 26 (6.55%) Data Management
19 25 (6.30%) ERP
Programming Languages
1 120 (30.23%) SQL
2 79 (19.90%) Python
3 10 (2.52%) Groovy
3 10 (2.52%) Java
4 4 (1.01%) T-SQL
5 2 (0.50%) PowerShell
5 2 (0.50%) VBA
6 1 (0.25%) Data Analysis Expressions
Qualifications
1 128 (32.24%) Azure Certification
2 64 (16.12%) CompTIA CySA+
2 64 (16.12%) CompTIA Security+
3 41 (10.33%) Degree
4 12 (3.02%) HND
5 7 (1.76%) PMI Certification
5 7 (1.76%) PMP
6 5 (1.26%) Microsoft Certification
7 4 (1.01%) ITIL Certification
8 2 (0.50%) MCSE
8 2 (0.50%) Microsoft Certified Professional
8 2 (0.50%) MOS
9 1 (0.25%) ACCA
9 1 (0.25%) CIMA
9 1 (0.25%) CISM
9 1 (0.25%) CISSP
Quality Assurance & Compliance
1 37 (9.32%) QA
2 17 (4.28%) SLA
3 12 (3.02%) Accessibility
4 1 (0.25%) COBIT
4 1 (0.25%) Cyber Essentials
4 1 (0.25%) Data Quality
4 1 (0.25%) ISO/IEC 27001
4 1 (0.25%) PMO
System Software
1 22 (5.54%) Active Directory
2 5 (1.26%) Virtual Desktop
3 2 (0.50%) BitLocker
4 1 (0.25%) Hyper-V
Systems Management
1 9 (2.27%) Microsoft Intune
2 7 (1.76%) SCCM
Vendors
1 195 (49.12%) Microsoft
2 64 (16.12%) ForeScout
3 29 (7.30%) Oracle
4 12 (3.02%) Adobe
4 12 (3.02%) Freshdesk
4 12 (3.02%) Nintex
5 10 (2.52%) Hyperion
6 9 (2.27%) ServiceNow
7 4 (1.01%) BeyondTrust
7 4 (1.01%) iManage
7 4 (1.01%) Pega
7 4 (1.01%) SAP
8 3 (0.76%) Citrix
8 3 (0.76%) Workday
9 2 (0.50%) Blue Prism
9 2 (0.50%) Bomgar
9 2 (0.50%) Databricks
9 2 (0.50%) Dell
9 2 (0.50%) Google
10 1 (0.25%) Intapp