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 20 March 2026.

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

6 months to
20 Mar 2026
Same period 2025 Same period 2024
Rank 8 11 53
Rank change year-on-year +3 +42 -33
Permanent jobs requiring an Analyst 381 247 370
As % of all permanent jobs in Scotland 12.41% 12.11% 6.95%
As % of the Job Titles category 13.12% 13.45% 7.19%
Number of salaries quoted 119 75 230
10th Percentile £28,250 £25,008 £26,250
25th Percentile £30,000 £26,250 £33,313
Median annual salary (50th Percentile) £40,000 £43,250 £43,586
Median % change year-on-year -7.51% -0.77% +8.66%
75th Percentile £51,500 £55,000 £52,500
90th Percentile £60,000 £60,750 £62,500
UK median annual salary £42,500 £47,500 £45,000
% change year-on-year -10.53% +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 2,904 1,836 5,145
% of permanent jobs with a recognized job title 94.62% 90.00% 96.69%
Number of salaries quoted 1,517 959 2,428
10th Percentile £28,250 £28,200 £27,000
25th Percentile £31,250 £38,750 £38,063
Median annual salary (50th Percentile) £45,000 £55,000 £52,500
Median % change year-on-year -18.18% +4.76% -8.70%
75th Percentile £67,500 £73,818 £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 20 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 20 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 -3 160 £40,000 -7.51% 16
Glasgow +7 79 £45,000 +9.09% 20
Aberdeen +8 42 £40,000 +14.29% 8
Dundee +6 28 - - 2
West Dunbartonshire - 14 - -
Stirling -4 10 £54,500 +19.43% 2
North Lanarkshire -4 9 - - 2
Lanarkshire - 8 £24,000 - 16
Renfrewshire -1 6 - - 2
South Lanarkshire - 4 - - 1
Highlands - 3 - - 1
East Lothian - 3 £30,000 -
Argyll and Bute -1 2 £38,750 -41.51%
West Lothian -9 2 - - 4
Ayrshire - 2 - -
North Ayrshire - 2 - -
East Ayrshire - 2 - - 1
Midlothian - 2 £65,000 - 15
Fife +1 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 20 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.

1 179 (46.98%) Microsoft
2 156 (40.94%) Azure
3 115 (30.18%) SQL
4 112 (29.40%) Azure Certification
5 88 (23.10%) Business Intelligence
6 82 (21.52%) Microsoft Excel
7 79 (20.73%) Mentoring
8 78 (20.47%) Problem-Solving
9 75 (19.69%) Power Platform
10 74 (19.42%) Power BI
11 73 (19.16%) Tableau
12 72 (18.90%) Python
13 71 (18.64%) Coaching
14 62 (16.27%) Continuous Improvement
15 59 (15.49%) AI
16 58 (15.22%) Cybersecurity
17 56 (14.70%) Azure AI
17 56 (14.70%) CompTIA CySA+
17 56 (14.70%) CompTIA Security+
17 56 (14.70%) ForeScout
18 46 (12.07%) Agile
19 44 (11.55%) Business Analysis
20 43 (11.29%) Degree
21 38 (9.97%) Microsoft 365
22 37 (9.71%) Asset Management
22 37 (9.71%) Project Management
22 37 (9.71%) QA
23 36 (9.45%) Process Improvement
24 34 (8.92%) Customer Service
25 32 (8.40%) Analytics

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 (4.20%) SharePoint
2 6 (1.57%) Microsoft Exchange
3 4 (1.05%) Confluence
3 4 (1.05%) WebSphere
3 4 (1.05%) WebSphere Application Server
4 2 (0.52%) Exchange Server 2013
5 1 (0.26%) SAS
Applications
1 82 (21.52%) Microsoft Excel
2 22 (5.77%) MS Visio
3 10 (2.62%) Oracle Smart View
4 7 (1.84%) Microsoft Office
5 1 (0.26%) Microsoft PowerPoint
Business Applications
1 20 (5.25%) Oracle Assets
1 20 (5.25%) Oracle Financials
1 20 (5.25%) Oracle General Ledger
1 20 (5.25%) Oracle Payables
1 20 (5.25%) Oracle Receivables
2 10 (2.62%) Hyperion Planning
2 10 (2.62%) Oracle ERP
3 4 (1.05%) Unit4 Business World
3 4 (1.05%) Workday HCM
4 2 (0.52%) Alphatax
5 1 (0.26%) Dynamics CRM
5 1 (0.26%) Infor CloudSuite
5 1 (0.26%) Salesforce CRM
Cloud Services
1 156 (40.94%) Azure
2 75 (19.69%) Power Platform
3 56 (14.70%) Azure AI
4 38 (9.97%) Microsoft 365
5 16 (4.20%) Azure DevOps
6 13 (3.41%) OneDrive
7 11 (2.89%) Entra ID
8 4 (1.05%) AWS
8 4 (1.05%) Boomi
8 4 (1.05%) iPaaS
8 4 (1.05%) SuccessFactors
8 4 (1.05%) Workato
9 3 (0.79%) Dynamics 365
9 3 (0.79%) Mimecast
10 2 (0.52%) GCP
10 2 (0.52%) Snowflake
11 1 (0.26%) Azure Data Factory
11 1 (0.26%) Azure Synapse Analytics
11 1 (0.26%) Cloud Computing
11 1 (0.26%) Microsoft Copilot
Communications & Networking
1 10 (2.62%) Broadband
2 7 (1.84%) DHCP
2 7 (1.84%) DNS
3 6 (1.57%) Firewall
3 6 (1.57%) VPN
4 4 (1.05%) Remote Desktop
5 2 (0.52%) Mobile Broadband
5 2 (0.52%) Softphone
5 2 (0.52%) VLAN
Database & Business Intelligence
1 74 (19.42%) Power BI
2 73 (19.16%) Tableau
3 14 (3.67%) Data Mining
4 10 (2.62%) Essbase
4 10 (2.62%) Oracle BI Publisher
5 5 (1.31%) SQL Server
6 2 (0.52%) Azure SQL Data Warehouse
6 2 (0.52%) Data Warehouse
6 2 (0.52%) Metadata
7 1 (0.26%) Azure SQL Database
7 1 (0.26%) BigQuery
7 1 (0.26%) SQL Server Reporting Services
Development Applications
1 24 (6.30%) Oracle Forms
2 9 (2.36%) JIRA
3 4 (1.05%) Git
General
1 204 (53.54%) Social Skills
2 111 (29.13%) Finance
3 50 (13.12%) Analytical Skills
4 36 (9.45%) Banking
5 17 (4.46%) Retail
6 16 (4.20%) Legal
7 13 (3.41%) Billing
8 10 (2.62%) Financial Institution
9 7 (1.84%) Documentation Skills
10 6 (1.57%) Organisational Skills
11 5 (1.31%) Inclusion and Diversity
12 3 (0.79%) Games
12 3 (0.79%) Influencing Skills
12 3 (0.79%) Public Sector
13 2 (0.52%) Front Office
13 2 (0.52%) Tech for Good
14 1 (0.26%) Agriculture
14 1 (0.26%) Law
14 1 (0.26%) Publishing
14 1 (0.26%) Telecoms
Libraries, Frameworks & Software Standards
1 10 (2.62%) .NET
2 6 (1.57%) Web Services
Miscellaneous
1 29 (7.61%) Product Ownership
2 20 (5.25%) Management Information System
3 6 (1.57%) Cyber Threat
4 5 (1.31%) Social Media
5 4 (1.05%) Mobile App
5 4 (1.05%) Onboarding
6 3 (0.79%) Driving Licence
7 2 (0.52%) Analytical Mindset
7 2 (0.52%) CMDB
7 2 (0.52%) Housing Association
7 2 (0.52%) iPhone
7 2 (0.52%) Self-Motivation
8 1 (0.26%) Data Protection Act
8 1 (0.26%) Data Structures
8 1 (0.26%) Enterprise Software
8 1 (0.26%) Insider Threat
8 1 (0.26%) Legacy Systems
8 1 (0.26%) Reference Data
Operating Systems
1 22 (5.77%) Windows
2 6 (1.57%) Mac OS
3 5 (1.31%) Windows 10
4 4 (1.05%) Windows Server 2012
5 3 (0.79%) Apple iOS
6 2 (0.52%) Windows Server 2008
Processes & Methodologies
1 88 (23.10%) Business Intelligence
2 79 (20.73%) Mentoring
3 78 (20.47%) Problem-Solving
4 71 (18.64%) Coaching
5 62 (16.27%) Continuous Improvement
6 59 (15.49%) AI
7 58 (15.22%) Cybersecurity
8 46 (12.07%) Agile
9 44 (11.55%) Business Analysis
10 37 (9.71%) Asset Management
10 37 (9.71%) Project Management
11 36 (9.45%) Process Improvement
12 34 (8.92%) Customer Service
13 32 (8.40%) Analytics
13 32 (8.40%) Emotional Intelligence
14 29 (7.61%) Roadmaps
15 28 (7.35%) Data Analysis
15 28 (7.35%) Data Management
15 28 (7.35%) Requirements Gathering
16 25 (6.56%) ERP
Programming Languages
1 115 (30.18%) SQL
2 72 (18.90%) Python
3 10 (2.62%) Groovy
3 10 (2.62%) Java
4 4 (1.05%) T-SQL
5 2 (0.52%) PowerShell
5 2 (0.52%) VBA
6 1 (0.26%) Data Analysis Expressions
Qualifications
1 112 (29.40%) Azure Certification
2 56 (14.70%) CompTIA CySA+
2 56 (14.70%) CompTIA Security+
3 43 (11.29%) Degree
4 12 (3.15%) HND
5 7 (1.84%) PMI Certification
5 7 (1.84%) PMP
6 5 (1.31%) Microsoft Certification
7 4 (1.05%) ITIL Certification
8 2 (0.52%) MCSE
8 2 (0.52%) Microsoft Certified Professional
8 2 (0.52%) MOS
9 1 (0.26%) ACCA
9 1 (0.26%) CIMA
9 1 (0.26%) CISM
9 1 (0.26%) CISSP
Quality Assurance & Compliance
1 37 (9.71%) QA
2 17 (4.46%) SLA
3 12 (3.15%) Accessibility
4 2 (0.52%) COBIT
5 1 (0.26%) Cyber Essentials
5 1 (0.26%) Data Quality
5 1 (0.26%) ISO/IEC 27001
5 1 (0.26%) PMO
System Software
1 23 (6.04%) Active Directory
2 5 (1.31%) Virtual Desktop
3 2 (0.52%) BitLocker
4 1 (0.26%) Hyper-V
Systems Management
1 9 (2.36%) Microsoft Intune
2 7 (1.84%) SCCM
Vendors
1 179 (46.98%) Microsoft
2 56 (14.70%) ForeScout
3 30 (7.87%) Oracle
4 12 (3.15%) Adobe
4 12 (3.15%) Freshdesk
4 12 (3.15%) Nintex
5 10 (2.62%) Hyperion
6 9 (2.36%) ServiceNow
7 5 (1.31%) SAP
8 4 (1.05%) BeyondTrust
8 4 (1.05%) iManage
8 4 (1.05%) Pega
8 4 (1.05%) Workday
9 3 (0.79%) Citrix
10 2 (0.52%) Blue Prism
10 2 (0.52%) Bomgar
10 2 (0.52%) Charles River
10 2 (0.52%) Databricks
10 2 (0.52%) Dell
10 2 (0.52%) Google