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 6 February 2026.

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

6 months to
6 Feb 2026
Same period 2025 Same period 2024
Rank 12 13 33
Rank change year-on-year +1 +20 -13
Permanent jobs requiring an Analyst 338 267 354
As % of all permanent jobs in Scotland 11.55% 11.00% 8.79%
As % of the Job Titles category 12.78% 11.82% 9.13%
Number of salaries quoted 110 64 227
10th Percentile £25,000 £25,000 £27,000
25th Percentile £29,250 £25,875 £36,250
Median annual salary (50th Percentile) £40,000 £40,000 £45,000
Median % change year-on-year - -11.11% +12.08%
75th Percentile £47,500 £55,000 £53,750
90th Percentile £57,500 £61,418 £63,750
UK median annual salary £42,500 £50,000 £45,000
% change year-on-year -15.00% +11.11% -5.26%

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 2,644 2,259 3,879
% of permanent jobs with a recognized job title 90.36% 93.08% 96.28%
Number of salaries quoted 1,308 1,000 2,254
10th Percentile £27,500 £31,250 £25,000
25th Percentile £31,000 £41,250 £32,500
Median annual salary (50th Percentile) £45,000 £55,000 £50,000
Median % change year-on-year -18.18% +10.00% -13.04%
75th Percentile £65,000 £71,250 £65,000
90th Percentile £85,000 £92,625 £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 6 February 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 6 February 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 -3 167 £35,000 +0.72% 33
Glasgow 0 64 £45,000 +20.00% 29
Aberdeen +16 25 £40,000 +14.29% 9
Dundee +7 16 - -
West Dunbartonshire - 12 - - 1
North Lanarkshire - 8 - - 1
Lanarkshire - 8 £24,000 - 19
Stirling 0 7 £54,500 +28.24% 4
Renfrewshire -7 6 - - 2
South Lanarkshire - 4 - - 2
West Lothian -3 3 - - 1
Highlands - 3 - - 3
East Lothian - 3 £30,000 -
Argyll and Bute -1 2 £38,750 -41.51%
North Ayrshire - 2 - -
East Ayrshire - 2 - - 3
Midlothian - 2 £65,000 - 23
Ayrshire - 2 - - 2
Fife +5 1 - - 1
Analyst
UK

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

For the 6 months to 6 February 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.

1 126 (37.28%) Azure
2 122 (36.09%) Microsoft
3 112 (33.14%) SQL
4 99 (29.29%) Coaching
5 92 (27.22%) Continuous Improvement
6 91 (26.92%) Problem-Solving
7 84 (24.85%) Business Intelligence
8 73 (21.60%) Asset Management
9 71 (21.01%) Agile
10 67 (19.82%) Power Platform
11 66 (19.53%) Microsoft Excel
11 66 (19.53%) Power BI
12 64 (18.93%) Azure Certification
13 61 (18.05%) Tableau
14 59 (17.46%) Python
15 52 (15.38%) Mentoring
16 47 (13.91%) AI
16 47 (13.91%) Oracle
17 46 (13.61%) Degree
18 45 (13.31%) Microsoft 365
18 45 (13.31%) Project Management
19 41 (12.13%) Business Analysis
20 40 (11.83%) Roadmaps
21 39 (11.54%) Data Management
22 38 (11.24%) Oracle Forms
23 36 (10.65%) ERP
23 36 (10.65%) QA
24 35 (10.36%) Analytics
24 35 (10.36%) Process Improvement
25 34 (10.06%) Customer Service

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 17 (5.03%) SharePoint
2 16 (4.73%) Confluence
3 4 (1.18%) Microsoft Exchange
4 3 (0.89%) WebSphere
4 3 (0.89%) WebSphere Application Server
5 2 (0.59%) Exchange Server 2013
5 2 (0.59%) SAS
Applications
1 66 (19.53%) Microsoft Excel
2 17 (5.03%) MS Visio
3 14 (4.14%) Oracle Smart View
4 7 (2.07%) Microsoft Office
Business Applications
1 28 (8.28%) Oracle Assets
1 28 (8.28%) Oracle Financials
1 28 (8.28%) Oracle General Ledger
1 28 (8.28%) Oracle Payables
1 28 (8.28%) Oracle Receivables
2 18 (5.33%) Oracle ERP
3 14 (4.14%) Hyperion Planning
4 10 (2.96%) Workday HCM
5 6 (1.78%) Oracle EBS
6 2 (0.59%) Alphatax
7 1 (0.30%) Dynamics CRM
7 1 (0.30%) Elite 3E
7 1 (0.30%) Salesforce CRM
7 1 (0.30%) Unit4 Business World
Cloud Services
1 126 (37.28%) Azure
2 67 (19.82%) Power Platform
3 45 (13.31%) Microsoft 365
4 32 (9.47%) Azure AI
5 30 (8.88%) Azure DevOps
6 15 (4.44%) Entra ID
7 12 (3.55%) Snowflake
8 10 (2.96%) SuccessFactors
9 9 (2.66%) OneDrive
10 6 (1.78%) PowerApps
11 4 (1.18%) OCI
12 3 (0.89%) AWS
12 3 (0.89%) Dynamics 365
13 2 (0.59%) Mimecast
14 1 (0.30%) Azure Data Factory
14 1 (0.30%) Azure Synapse Analytics
14 1 (0.30%) Boomi
14 1 (0.30%) iPaaS
14 1 (0.30%) SaaS
14 1 (0.30%) Workato
Communications & Networking
1 9 (2.66%) Broadband
2 8 (2.37%) Firewall
3 5 (1.48%) DHCP
3 5 (1.48%) DNS
4 4 (1.18%) LAN
4 4 (1.18%) SD-WAN
4 4 (1.18%) VPN
4 4 (1.18%) WAN
4 4 (1.18%) Wireless
4 4 (1.18%) Wireshark
5 2 (0.59%) Mobile Broadband
5 2 (0.59%) Remote Desktop
5 2 (0.59%) Softphone
5 2 (0.59%) VLAN
6 1 (0.30%) Intranet
6 1 (0.30%) Network Security
Database & Business Intelligence
1 66 (19.53%) Power BI
2 61 (18.05%) Tableau
3 14 (4.14%) Data Mining
3 14 (4.14%) Essbase
3 14 (4.14%) Oracle BI Publisher
4 12 (3.55%) Data Warehouse
5 4 (1.18%) Azure SQL Data Warehouse
5 4 (1.18%) Metadata
5 4 (1.18%) SQL Server
6 1 (0.30%) Azure SQL Database
6 1 (0.30%) BigQuery
6 1 (0.30%) Qlik Sense
6 1 (0.30%) Relational Database
6 1 (0.30%) SQL Server Reporting Services
Development Applications
1 38 (11.24%) Oracle Forms
2 20 (5.92%) JIRA
3 3 (0.89%) Git
4 1 (0.30%) ER Studio
General
1 166 (49.11%) Social Skills
2 137 (40.53%) Finance
3 71 (21.01%) Analytical Skills
4 36 (10.65%) Banking
5 14 (4.14%) Retail
6 12 (3.55%) Legal
6 12 (3.55%) Marketing
7 11 (3.25%) Billing
7 11 (3.25%) Organisational Skills
8 7 (2.07%) Financial Institution
9 6 (1.78%) Documentation Skills
9 6 (1.78%) Manufacturing
10 5 (1.48%) Influencing Skills
10 5 (1.48%) Telecoms
11 4 (1.18%) Front Office
12 2 (0.59%) Games
12 2 (0.59%) Inclusion and Diversity
12 2 (0.59%) Public Sector
12 2 (0.59%) Tech for Good
13 1 (0.30%) Publishing
Libraries, Frameworks & Software Standards
1 6 (1.78%) .NET
2 3 (0.89%) Web Services
Miscellaneous
1 48 (14.20%) Product Ownership
2 29 (8.58%) Management Information System
3 15 (4.44%) Analytical Mindset
4 12 (3.55%) Onboarding
5 6 (1.78%) Legacy Systems
6 5 (1.48%) Data Structures
7 4 (1.18%) CMDB
7 4 (1.18%) Data Centre
7 4 (1.18%) Mobile App
7 4 (1.18%) Social Media
8 3 (0.89%) Driving Licence
8 3 (0.89%) Team-Oriented Environment
9 2 (0.59%) Housing Association
9 2 (0.59%) iPhone
9 2 (0.59%) Self-Motivation
10 1 (0.30%) Data Protection Act
10 1 (0.30%) Enterprise Software
10 1 (0.30%) Insider Threat
10 1 (0.30%) Reference Data
Operating Systems
1 20 (5.92%) Windows
2 5 (1.48%) Mac OS
3 4 (1.18%) Windows Server 2012
4 3 (0.89%) Apple iOS
4 3 (0.89%) Windows 10
5 2 (0.59%) Windows Server 2008
Processes & Methodologies
1 99 (29.29%) Coaching
2 92 (27.22%) Continuous Improvement
3 91 (26.92%) Problem-Solving
4 84 (24.85%) Business Intelligence
5 73 (21.60%) Asset Management
6 71 (21.01%) Agile
7 52 (15.38%) Mentoring
8 47 (13.91%) AI
9 45 (13.31%) Project Management
10 41 (12.13%) Business Analysis
11 40 (11.83%) Roadmaps
12 39 (11.54%) Data Management
13 36 (10.65%) ERP
14 35 (10.36%) Analytics
14 35 (10.36%) Process Improvement
15 34 (10.06%) Customer Service
15 34 (10.06%) Cybersecurity
16 32 (9.47%) Emotional Intelligence
17 30 (8.88%) DevOps
17 30 (8.88%) Planning and Forecasting
Programming Languages
1 112 (33.14%) SQL
2 59 (17.46%) Python
3 14 (4.14%) Groovy
4 6 (1.78%) Java
4 6 (1.78%) PL/SQL
5 3 (0.89%) T-SQL
6 2 (0.59%) PowerShell
6 2 (0.59%) VBA
7 1 (0.30%) Data Analysis Expressions
7 1 (0.30%) R
Qualifications
1 64 (18.93%) Azure Certification
2 46 (13.61%) Degree
3 32 (9.47%) CompTIA CySA+
3 32 (9.47%) CompTIA Security+
4 11 (3.25%) Microsoft Certification
5 10 (2.96%) HND
6 7 (2.07%) PMI Certification
6 7 (2.07%) PMP
7 2 (0.59%) ITIL Certification
7 2 (0.59%) MCSE
7 2 (0.59%) Microsoft Certified Professional
7 2 (0.59%) MOS
8 1 (0.30%) ACCA
8 1 (0.30%) CIMA
8 1 (0.30%) CISM
8 1 (0.30%) CISSP
Quality Assurance & Compliance
1 36 (10.65%) QA
2 18 (5.33%) Accessibility
3 15 (4.44%) SLA
4 4 (1.18%) COBIT
5 2 (0.59%) Data Quality
6 1 (0.30%) Cyber Essentials
6 1 (0.30%) ISO/IEC 27001
6 1 (0.30%) PMO
System Software
1 19 (5.62%) Active Directory
2 5 (1.48%) Virtual Desktop
3 2 (0.59%) BitLocker
4 1 (0.30%) Hyper-V
Systems Management
1 14 (4.14%) Microsoft Intune
2 4 (1.18%) SCCM
Vendors
1 122 (36.09%) Microsoft
2 47 (13.91%) Oracle
3 32 (9.47%) ForeScout
4 17 (5.03%) SAP
5 14 (4.14%) Hyperion
6 10 (2.96%) Adobe
6 10 (2.96%) Freshdesk
6 10 (2.96%) Nintex
6 10 (2.96%) Workday
7 7 (2.07%) Cisco
7 7 (2.07%) Meraki
8 6 (1.78%) Concur
8 6 (1.78%) ServiceNow
9 4 (1.18%) Charles River
9 4 (1.18%) CheckPoint
9 4 (1.18%) Palo Alto
9 4 (1.18%) SolarWinds
10 3 (0.89%) Alteryx
10 3 (0.89%) iManage
10 3 (0.89%) Teradata