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 23 January 2026.

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

6 months to
23 Jan 2026
Same period 2025 Same period 2024
Rank 12 14 30
Rank change year-on-year +2 +16 -12
Permanent jobs requiring an Analyst 311 289 334
As % of all permanent jobs in Scotland 10.89% 11.35% 9.25%
As % of the Job Titles category 12.26% 12.18% 9.61%
Number of salaries quoted 105 65 213
10th Percentile £25,000 £25,000 £29,000
25th Percentile £28,250 £26,000 £35,700
Median annual salary (50th Percentile) £40,000 £40,000 £45,000
Median % change year-on-year - -11.11% +6.82%
75th Percentile £47,500 £52,500 £53,750
90th Percentile £56,050 £61,394 £63,750
UK median annual salary £42,500 £48,500 £45,000
% change year-on-year -12.37% +7.78% -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 2,537 2,373 3,475
% of permanent jobs with a recognized job title 88.86% 93.21% 96.26%
Number of salaries quoted 1,251 1,036 2,058
10th Percentile £26,750 £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% -12.89%
75th Percentile £65,000 £70,969 £66,250
90th Percentile £85,000 £90,000 £81,250
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 23 January 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 23 January 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 -4 159 £35,000 +7.69% 18
Glasgow +1 58 £45,000 +16.13% 18
Aberdeen +13 21 £40,000 +14.29% 12
Dundee +5 12 - -
West Dunbartonshire - 10 £60,000 - 1
North Lanarkshire - 8 - - 1
Stirling -3 7 £54,500 +28.24% 2
Lanarkshire - 7 £24,000 - 17
Renfrewshire -6 6 - - 2
South Lanarkshire - 4 - - 2
West Lothian -2 3 - - 1
Highlands - 3 - - 1
East Lothian - 3 £30,000 -
Argyll and Bute -1 2 £38,750 -41.51%
North Ayrshire - 2 - -
East Ayrshire - 2 - - 1
Ayrshire - 2 - -
Fife +9 1 - - 2
Analyst
UK

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

For the 6 months to 23 January 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.

1 107 (34.41%) SQL
2 105 (33.76%) Azure
3 97 (31.19%) Microsoft
4 96 (30.87%) Coaching
5 92 (29.58%) Problem-Solving
6 89 (28.62%) Continuous Improvement
7 76 (24.44%) Business Intelligence
8 73 (23.47%) Asset Management
9 63 (20.26%) Agile
10 59 (18.97%) Power Platform
11 58 (18.65%) Power BI
12 56 (18.01%) Microsoft Excel
13 52 (16.72%) Tableau
14 49 (15.76%) Oracle
14 49 (15.76%) Python
15 48 (15.43%) Azure Certification
16 43 (13.83%) Degree
17 42 (13.50%) Project Management
18 41 (13.18%) Data Management
19 40 (12.86%) Mentoring
19 40 (12.86%) Microsoft 365
19 40 (12.86%) Roadmaps
20 39 (12.54%) ERP
21 38 (12.22%) Oracle Forms
22 37 (11.90%) AI
23 36 (11.58%) Business Analysis
23 36 (11.58%) QA
24 33 (10.61%) Process Improvement
25 32 (10.29%) Analytics
25 32 (10.29%) 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 (5.14%) Confluence
2 14 (4.50%) SharePoint
3 4 (1.29%) Microsoft Exchange
4 3 (0.96%) WebSphere
4 3 (0.96%) WebSphere Application Server
5 2 (0.64%) Exchange Server 2013
5 2 (0.64%) SAS
Applications
1 56 (18.01%) Microsoft Excel
2 14 (4.50%) Oracle Smart View
3 13 (4.18%) MS Visio
4 4 (1.29%) Microsoft Office
Business Applications
1 28 (9.00%) Oracle Assets
1 28 (9.00%) Oracle Financials
1 28 (9.00%) Oracle General Ledger
1 28 (9.00%) Oracle Payables
1 28 (9.00%) Oracle Receivables
2 18 (5.79%) Oracle ERP
3 14 (4.50%) Hyperion Planning
4 10 (3.22%) Workday HCM
5 9 (2.89%) Oracle EBS
6 2 (0.64%) Elite 3E
7 1 (0.32%) Dynamics CRM
7 1 (0.32%) Salesforce CRM
Cloud Services
1 105 (33.76%) Azure
2 59 (18.97%) Power Platform
3 40 (12.86%) Microsoft 365
4 27 (8.68%) Azure DevOps
5 24 (7.72%) Azure AI
6 14 (4.50%) Entra ID
7 12 (3.86%) Snowflake
8 10 (3.22%) SuccessFactors
9 9 (2.89%) PowerApps
10 6 (1.93%) OneDrive
11 4 (1.29%) OCI
12 3 (0.96%) AWS
13 2 (0.64%) Mimecast
13 2 (0.64%) SaaS
14 1 (0.32%) Azure Data Factory
14 1 (0.32%) Azure Synapse Analytics
14 1 (0.32%) Dynamics 365
Communications & Networking
1 8 (2.57%) Broadband
2 6 (1.93%) Firewall
3 4 (1.29%) LAN
3 4 (1.29%) SD-WAN
3 4 (1.29%) WAN
3 4 (1.29%) Wireless
3 4 (1.29%) Wireshark
4 3 (0.96%) DHCP
4 3 (0.96%) DNS
5 2 (0.64%) Remote Desktop
5 2 (0.64%) VPN
6 1 (0.32%) FTP
6 1 (0.32%) Intranet
6 1 (0.32%) Network Security
Database & Business Intelligence
1 58 (18.65%) Power BI
2 52 (16.72%) Tableau
3 14 (4.50%) Essbase
3 14 (4.50%) Oracle BI Publisher
4 12 (3.86%) Data Mining
4 12 (3.86%) Data Warehouse
5 6 (1.93%) Metadata
6 5 (1.61%) SQL Server
7 4 (1.29%) Azure SQL Data Warehouse
8 1 (0.32%) Azure SQL Database
8 1 (0.32%) BigQuery
8 1 (0.32%) MySQL
8 1 (0.32%) Qlik Sense
8 1 (0.32%) Relational Database
8 1 (0.32%) SQL Server Reporting Services
Development Applications
1 38 (12.22%) Oracle Forms
2 20 (6.43%) JIRA
3 3 (0.96%) Git
4 1 (0.32%) ER Studio
General
1 150 (48.23%) Social Skills
2 131 (42.12%) Finance
3 68 (21.86%) Analytical Skills
4 36 (11.58%) Banking
5 13 (4.18%) Legal
5 13 (4.18%) Retail
6 12 (3.86%) Marketing
7 10 (3.22%) Organisational Skills
8 9 (2.89%) Manufacturing
9 8 (2.57%) Billing
10 7 (2.25%) Financial Institution
11 6 (1.93%) Documentation Skills
12 5 (1.61%) Influencing Skills
12 5 (1.61%) Telecoms
13 4 (1.29%) Front Office
14 2 (0.64%) Inclusion and Diversity
14 2 (0.64%) Public Sector
14 2 (0.64%) Tech for Good
15 1 (0.32%) Back Office
15 1 (0.32%) Law
Libraries, Frameworks & Software Standards
1 4 (1.29%) .NET
2 1 (0.32%) HTML
2 1 (0.32%) JSON
2 1 (0.32%) REST
2 1 (0.32%) SOAP
2 1 (0.32%) Web Services
2 1 (0.32%) XML
Miscellaneous
1 45 (14.47%) Product Ownership
2 26 (8.36%) Management Information System
3 15 (4.82%) Analytical Mindset
4 12 (3.86%) Onboarding
5 7 (2.25%) Legacy Systems
6 5 (1.61%) Data Structures
6 5 (1.61%) Team-Oriented Environment
7 4 (1.29%) CMDB
7 4 (1.29%) Data Centre
7 4 (1.29%) Mobile App
8 3 (0.96%) Driving Licence
8 3 (0.96%) Social Media
9 2 (0.64%) Housing Association
9 2 (0.64%) Self-Motivation
10 1 (0.32%) Data Protection Act
10 1 (0.32%) Enterprise Software
10 1 (0.32%) Insider Threat
10 1 (0.32%) Reference Data
Operating Systems
1 17 (5.47%) Windows
2 4 (1.29%) Mac OS
3 3 (0.96%) Windows 10
4 2 (0.64%) Windows Server 2008
4 2 (0.64%) Windows Server 2012
5 1 (0.32%) Apple iOS
Processes & Methodologies
1 96 (30.87%) Coaching
2 92 (29.58%) Problem-Solving
3 89 (28.62%) Continuous Improvement
4 76 (24.44%) Business Intelligence
5 73 (23.47%) Asset Management
6 63 (20.26%) Agile
7 42 (13.50%) Project Management
8 41 (13.18%) Data Management
9 40 (12.86%) Mentoring
9 40 (12.86%) Roadmaps
10 39 (12.54%) ERP
11 37 (11.90%) AI
12 36 (11.58%) Business Analysis
13 33 (10.61%) Process Improvement
14 32 (10.29%) Analytics
14 32 (10.29%) Emotional Intelligence
15 29 (9.32%) Change Management
15 29 (9.32%) Planning and Forecasting
16 28 (9.00%) Enterprise Data Management
16 28 (9.00%) User Acceptance Testing
Programming Languages
1 107 (34.41%) SQL
2 49 (15.76%) Python
3 14 (4.50%) Groovy
4 9 (2.89%) PL/SQL
5 4 (1.29%) Java
6 3 (0.96%) T-SQL
7 2 (0.64%) VBA
8 1 (0.32%) Data Analysis Expressions
8 1 (0.32%) R
Qualifications
1 48 (15.43%) Azure Certification
2 43 (13.83%) Degree
3 24 (7.72%) CompTIA CySA+
3 24 (7.72%) CompTIA Security+
4 13 (4.18%) Microsoft Certification
5 7 (2.25%) HND
5 7 (2.25%) PMI Certification
5 7 (2.25%) PMP
6 2 (0.64%) ITIL Certification
6 2 (0.64%) MCP
6 2 (0.64%) MCSE
6 2 (0.64%) MOS
7 1 (0.32%) ACCA
7 1 (0.32%) CIMA
7 1 (0.32%) CISM
7 1 (0.32%) CISSP
Quality Assurance & Compliance
1 36 (11.58%) QA
2 15 (4.82%) Accessibility
3 12 (3.86%) SLA
4 5 (1.61%) Data Quality
5 4 (1.29%) COBIT
6 1 (0.32%) Cyber Essentials
6 1 (0.32%) ISO/IEC 27001
6 1 (0.32%) PMO
System Software
1 16 (5.14%) Active Directory
2 5 (1.61%) Virtual Desktop
3 1 (0.32%) Hyper-V
Systems Management
1 14 (4.50%) Microsoft Intune
2 4 (1.29%) SCCM
Vendors
1 97 (31.19%) Microsoft
2 49 (15.76%) Oracle
3 24 (7.72%) ForeScout
4 20 (6.43%) SAP
5 14 (4.50%) Hyperion
6 10 (3.22%) Workday
7 9 (2.89%) Cisco
7 9 (2.89%) Concur
7 9 (2.89%) Meraki
8 7 (2.25%) Adobe
8 7 (2.25%) Freshdesk
8 7 (2.25%) Nintex
9 6 (1.93%) ServiceNow
10 4 (1.29%) Alteryx
10 4 (1.29%) Charles River
10 4 (1.29%) CheckPoint
10 4 (1.29%) Palo Alto
10 4 (1.29%) SolarWinds
11 3 (0.96%) Teradata
12 2 (0.64%) Dell