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 31 December 2025.

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

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 17 12 31
Rank change year-on-year -5 +19 -11
Permanent jobs requiring an Analyst 267 315 290
As % of all permanent jobs in Scotland 9.81% 11.64% 9.82%
As % of the Job Titles category 11.09% 12.37% 10.16%
Number of salaries quoted 96 67 193
10th Percentile £26,750 £25,425 £30,000
25th Percentile £29,250 £32,625 £36,750
Median annual salary (50th Percentile) £40,000 £42,500 £46,500
Median % change year-on-year -5.88% -8.60% +9.41%
75th Percentile £47,500 £55,000 £56,599
90th Percentile £55,000 £64,400 £63,750
UK median annual salary £42,500 £48,504 £47,500
% change year-on-year -12.38% +2.11% -

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 2,407 2,547 2,855
% of permanent jobs with a recognized job title 88.43% 94.12% 96.71%
Number of salaries quoted 1,205 1,141 1,787
10th Percentile £26,250 £31,250 £25,000
25th Percentile £31,000 £41,250 £32,500
Median annual salary (50th Percentile) £45,000 £55,000 £52,500
Median % change year-on-year -18.18% +4.76% -4.55%
75th Percentile £65,000 £70,000 £68,750
90th Percentile £85,000 £90,000 £83,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -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 31 December 2025.

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 31 December 2025. 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 -6 155 £35,000 -15.58% 47
Glasgow -5 49 £45,000 +20.00% 39
Aberdeen +7 14 £37,500 +7.14% 27
Dundee +6 10 - -
West Dunbartonshire - 6 £60,000 - 4
Stirling -2 5 £54,500 +28.24% 2
North Lanarkshire - 4 - - 1
Lanarkshire - 4 £24,000 - 13
Renfrewshire -9 3 - - 6
Highlands - 3 - -
East Lothian - 3 £30,000 -
Argyll and Bute -2 2 £38,750 -40.38% 1
West Lothian -4 2 - - 7
South Lanarkshire - 2 - -
Fife +9 1 - - 2
Ayrshire - 1 - -
North Ayrshire - 1 - -
East Ayrshire - 1 - - 1
Analyst
UK

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

For the 6 months to 31 December 2025, 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.

1 105 (39.33%) SQL
2 92 (34.46%) Azure
3 84 (31.46%) Microsoft
4 77 (28.84%) Coaching
5 73 (27.34%) Business Intelligence
6 72 (26.97%) Problem-Solving
7 71 (26.59%) Asset Management
8 66 (24.72%) Continuous Improvement
9 55 (20.60%) Agile
9 55 (20.60%) Power Platform
10 54 (20.22%) Power BI
11 52 (19.48%) Microsoft Excel
12 50 (18.73%) Oracle
13 49 (18.35%) Tableau
14 45 (16.85%) Python
15 41 (15.36%) ERP
15 41 (15.36%) Roadmaps
16 40 (14.98%) Azure Certification
16 40 (14.98%) Data Management
17 39 (14.61%) Project Management
18 38 (14.23%) Oracle Forms
19 36 (13.48%) Mentoring
20 33 (12.36%) AI
20 33 (12.36%) Business Analysis
20 33 (12.36%) Degree
20 33 (12.36%) Microsoft 365
21 31 (11.61%) Analytics
22 28 (10.49%) Enterprise Data Management
22 28 (10.49%) Oracle Assets
22 28 (10.49%) Oracle Financials

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 (5.99%) Confluence
2 11 (4.12%) SharePoint
3 3 (1.12%) Microsoft Exchange
4 2 (0.75%) Exchange Server 2013
4 2 (0.75%) SAS
4 2 (0.75%) WebSphere
4 2 (0.75%) WebSphere Application Server
Applications
1 52 (19.48%) Microsoft Excel
2 14 (5.24%) Oracle Smart View
3 7 (2.62%) MS Visio
4 3 (1.12%) Microsoft Office
Business Applications
1 28 (10.49%) Oracle Assets
1 28 (10.49%) Oracle Financials
1 28 (10.49%) Oracle General Ledger
1 28 (10.49%) Oracle Payables
1 28 (10.49%) Oracle Receivables
2 18 (6.74%) Oracle ERP
3 14 (5.24%) Hyperion Planning
4 11 (4.12%) Oracle EBS
5 10 (3.75%) Workday HCM
6 2 (0.75%) Elite 3E
7 1 (0.37%) Dynamics CRM
7 1 (0.37%) Salesforce CRM
7 1 (0.37%) SAP S/4HANA
7 1 (0.37%) SAP SCM
7 1 (0.37%) SAP Travel Management
Cloud Services
1 92 (34.46%) Azure
2 55 (20.60%) Power Platform
3 33 (12.36%) Microsoft 365
4 24 (8.99%) Azure DevOps
5 20 (7.49%) Azure AI
6 14 (5.24%) Entra ID
7 12 (4.49%) Snowflake
8 11 (4.12%) PowerApps
9 10 (3.75%) SuccessFactors
10 5 (1.87%) OneDrive
11 4 (1.50%) OCI
12 2 (0.75%) AWS
12 2 (0.75%) SaaS
13 1 (0.37%) Azure Data Factory
13 1 (0.37%) Azure Sentinel
13 1 (0.37%) Azure Synapse Analytics
13 1 (0.37%) Dynamics 365
Communications & Networking
1 7 (2.62%) Broadband
2 5 (1.87%) Firewall
3 4 (1.50%) LAN
3 4 (1.50%) SD-WAN
3 4 (1.50%) WAN
3 4 (1.50%) Wireless
3 4 (1.50%) Wireshark
4 2 (0.75%) DHCP
4 2 (0.75%) DNS
5 1 (0.37%) FTP
5 1 (0.37%) Intranet
5 1 (0.37%) Network Security
5 1 (0.37%) Remote Desktop
5 1 (0.37%) VPN
Database & Business Intelligence
1 54 (20.22%) Power BI
2 49 (18.35%) Tableau
3 14 (5.24%) Essbase
3 14 (5.24%) Oracle BI Publisher
4 12 (4.49%) Data Mining
4 12 (4.49%) Data Warehouse
5 6 (2.25%) Metadata
6 5 (1.87%) SQL Server
7 4 (1.50%) Azure SQL Data Warehouse
8 1 (0.37%) Azure SQL Database
8 1 (0.37%) BigQuery
8 1 (0.37%) BusinessObjects
8 1 (0.37%) Crystal Reports
8 1 (0.37%) MS Access
8 1 (0.37%) MySQL
8 1 (0.37%) Qlik Sense
8 1 (0.37%) Relational Database
8 1 (0.37%) SQL Server Reporting Services
Development Applications
1 38 (14.23%) Oracle Forms
2 19 (7.12%) JIRA
3 2 (0.75%) Git
4 1 (0.37%) ER Studio
General
1 126 (47.19%) Finance
2 111 (41.57%) Social Skills
3 61 (22.85%) Analytical Skills
4 20 (7.49%) Banking
5 12 (4.49%) Marketing
6 11 (4.12%) Manufacturing
7 10 (3.75%) Legal
7 10 (3.75%) Organisational Skills
7 10 (3.75%) Retail
8 6 (2.25%) Financial Institution
9 5 (1.87%) Billing
9 5 (1.87%) Documentation Skills
9 5 (1.87%) Influencing Skills
9 5 (1.87%) Telecoms
10 4 (1.50%) Front Office
11 2 (0.75%) Inclusion and Diversity
11 2 (0.75%) Public Sector
11 2 (0.75%) Tech for Good
12 1 (0.37%) Back Office
12 1 (0.37%) Law
Libraries, Frameworks & Software Standards
1 2 (0.75%) .NET
2 1 (0.37%) HTML
2 1 (0.37%) JSON
2 1 (0.37%) REST
2 1 (0.37%) SAP TM
2 1 (0.37%) SOAP
2 1 (0.37%) Web Services
2 1 (0.37%) XML
Miscellaneous
1 39 (14.61%) Product Ownership
2 20 (7.49%) Management Information System
3 15 (5.62%) Analytical Mindset
4 10 (3.75%) Onboarding
5 7 (2.62%) Legacy Systems
6 5 (1.87%) Data Structures
6 5 (1.87%) Team-Oriented Environment
7 4 (1.50%) CMDB
7 4 (1.50%) Data Centre
7 4 (1.50%) Mobile App
8 3 (1.12%) Driving Licence
9 2 (0.75%) Data Protection Act
9 2 (0.75%) Housing Association
9 2 (0.75%) Self-Motivation
9 2 (0.75%) Social Media
10 1 (0.37%) Enterprise Software
10 1 (0.37%) Freedom of Information
10 1 (0.37%) Insider Threat
10 1 (0.37%) Reference Data
Operating Systems
1 16 (5.99%) Windows
2 4 (1.50%) Mac OS
3 2 (0.75%) Windows Server 2008
3 2 (0.75%) Windows Server 2012
4 1 (0.37%) Apple iOS
4 1 (0.37%) Linux
4 1 (0.37%) Windows 10
Processes & Methodologies
1 77 (28.84%) Coaching
2 73 (27.34%) Business Intelligence
3 72 (26.97%) Problem-Solving
4 71 (26.59%) Asset Management
5 66 (24.72%) Continuous Improvement
6 55 (20.60%) Agile
7 41 (15.36%) ERP
7 41 (15.36%) Roadmaps
8 40 (14.98%) Data Management
9 39 (14.61%) Project Management
10 36 (13.48%) Mentoring
11 33 (12.36%) AI
11 33 (12.36%) Business Analysis
12 31 (11.61%) Analytics
13 28 (10.49%) Enterprise Data Management
13 28 (10.49%) Planning and Forecasting
13 28 (10.49%) Process Improvement
14 26 (9.74%) Migration
15 25 (9.36%) Change Management
15 25 (9.36%) User Acceptance Testing
Programming Languages
1 105 (39.33%) SQL
2 45 (16.85%) Python
3 14 (5.24%) Groovy
4 11 (4.12%) PL/SQL
5 2 (0.75%) Java
5 2 (0.75%) T-SQL
5 2 (0.75%) VBA
6 1 (0.37%) Data Analysis Expressions
6 1 (0.37%) Kusto Query Language
6 1 (0.37%) R
6 1 (0.37%) VB
Qualifications
1 40 (14.98%) Azure Certification
2 33 (12.36%) Degree
3 20 (7.49%) CompTIA CySA+
3 20 (7.49%) CompTIA Security+
4 11 (4.12%) Microsoft Certification
5 4 (1.50%) HND
5 4 (1.50%) PMI Certification
5 4 (1.50%) PMP
6 1 (0.37%) ACCA
6 1 (0.37%) CIMA
6 1 (0.37%) CISM
6 1 (0.37%) CISSP
6 1 (0.37%) DV Cleared
6 1 (0.37%) ITIL Certification
6 1 (0.37%) SC Cleared
6 1 (0.37%) Security Cleared
Quality Assurance & Compliance
1 19 (7.12%) QA
2 12 (4.49%) Accessibility
3 8 (3.00%) SLA
4 5 (1.87%) Data Quality
5 4 (1.50%) COBIT
6 1 (0.37%) Cyber Essentials
6 1 (0.37%) GAAP
6 1 (0.37%) IFRS
6 1 (0.37%) ISO/IEC 27001
6 1 (0.37%) PMO
6 1 (0.37%) Solvency II
System Software
1 13 (4.87%) Active Directory
2 5 (1.87%) Virtual Desktop
3 1 (0.37%) Hyper-V
Systems Management
1 14 (5.24%) Microsoft Intune
2 1 (0.37%) SCCM
Vendors
1 84 (31.46%) Microsoft
2 50 (18.73%) Oracle
3 23 (8.61%) SAP
4 20 (7.49%) ForeScout
5 14 (5.24%) Hyperion
6 11 (4.12%) Concur
7 10 (3.75%) Workday
8 9 (3.37%) Cisco
8 9 (3.37%) Meraki
9 4 (1.50%) Adobe
9 4 (1.50%) Alteryx
9 4 (1.50%) Charles River
9 4 (1.50%) CheckPoint
9 4 (1.50%) Freshdesk
9 4 (1.50%) Nintex
9 4 (1.50%) Palo Alto
9 4 (1.50%) SolarWinds
10 3 (1.12%) ServiceNow
10 3 (1.12%) Teradata
11 2 (0.75%) Dell