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 16 February 2026.

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

6 months to
16 Feb 2026
Same period 2025 Same period 2024
Rank 10 15 33
Rank change year-on-year +5 +18 -12
Permanent jobs requiring an Analyst 347 259 358
As % of all permanent jobs in Scotland 11.64% 10.80% 8.68%
As % of the Job Titles category 12.70% 11.71% 9.02%
Number of salaries quoted 115 64 230
10th Percentile £26,750 £25,000 £26,250
25th Percentile £29,625 £25,453 £35,700
Median annual salary (50th Percentile) £40,000 £40,000 £45,000
Median % change year-on-year - -11.11% +12.18%
75th Percentile £48,750 £55,000 £54,688
90th Percentile £60,000 £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 2,732 2,212 3,969
% of permanent jobs with a recognized job title 91.65% 92.21% 96.26%
Number of salaries quoted 1,381 979 2,242
10th Percentile £28,000 £31,250 £25,000
25th Percentile £31,250 £40,000 £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 £67,500 £72,500 £65,000
90th Percentile £85,000 £93,778 £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 16 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 16 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 -2 170 £37,500 +42.52% 24
Glasgow +4 63 £45,000 +20.00% 22
Aberdeen +13 28 £40,000 +14.29% 9
Dundee +6 18 - -
West Dunbartonshire - 13 - -
Stirling -1 8 £54,500 +28.24% 1
Lanarkshire - 8 £24,000 - 18
North Lanarkshire - 8 - - 1
Renfrewshire -5 6 - - 1
South Lanarkshire - 4 - - 1
West Lothian 0 3 - - 2
Highlands - 3 - - 1
East Lothian - 3 £30,000 -
Argyll and Bute -1 2 £38,750 -41.51%
Ayrshire - 2 - -
North Ayrshire - 2 - -
East Ayrshire - 2 - - 1
Midlothian - 2 £65,000 - 20
Fife +6 1 - - 1
Analyst
UK

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

For the 6 months to 16 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.

1 135 (38.90%) Microsoft
2 134 (38.62%) Azure
3 116 (33.43%) SQL
4 93 (26.80%) Coaching
5 89 (25.65%) Problem-Solving
6 87 (25.07%) Continuous Improvement
7 85 (24.50%) Business Intelligence
8 72 (20.75%) Azure Certification
9 70 (20.17%) Microsoft Excel
9 70 (20.17%) Power Platform
10 69 (19.88%) Power BI
11 67 (19.31%) Agile
12 66 (19.02%) Asset Management
13 64 (18.44%) Tableau
14 62 (17.87%) Python
15 59 (17.00%) Mentoring
16 48 (13.83%) AI
16 48 (13.83%) Degree
17 46 (13.26%) Oracle
17 46 (13.26%) Project Management
18 44 (12.68%) Business Analysis
18 44 (12.68%) Microsoft 365
19 38 (10.95%) Cybersecurity
20 37 (10.66%) Data Management
20 37 (10.66%) QA
20 37 (10.66%) Roadmaps
21 36 (10.37%) Azure AI
21 36 (10.37%) CompTIA CySA+
21 36 (10.37%) CompTIA Security+
21 36 (10.37%) ForeScout

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 18 (5.19%) SharePoint
2 13 (3.75%) Confluence
3 5 (1.44%) Microsoft Exchange
4 4 (1.15%) WebSphere
4 4 (1.15%) WebSphere Application Server
5 2 (0.58%) Exchange Server 2013
5 2 (0.58%) SAS
Applications
1 70 (20.17%) Microsoft Excel
2 18 (5.19%) MS Visio
3 13 (3.75%) Oracle Smart View
4 7 (2.02%) Microsoft Office
Business Applications
1 26 (7.49%) Oracle Assets
1 26 (7.49%) Oracle Financials
1 26 (7.49%) Oracle General Ledger
1 26 (7.49%) Oracle Payables
1 26 (7.49%) Oracle Receivables
2 16 (4.61%) Oracle ERP
3 13 (3.75%) Hyperion Planning
4 9 (2.59%) Workday HCM
5 6 (1.73%) Oracle EBS
6 2 (0.58%) Alphatax
6 2 (0.58%) Unit4 Business World
7 1 (0.29%) Dynamics CRM
7 1 (0.29%) Salesforce CRM
Cloud Services
1 134 (38.62%) Azure
2 70 (20.17%) Power Platform
3 44 (12.68%) Microsoft 365
4 36 (10.37%) Azure AI
5 28 (8.07%) Azure DevOps
6 15 (4.32%) Entra ID
7 12 (3.46%) OneDrive
8 10 (2.88%) Snowflake
9 9 (2.59%) SuccessFactors
10 6 (1.73%) PowerApps
11 4 (1.15%) AWS
12 3 (0.86%) Dynamics 365
12 3 (0.86%) OCI
13 2 (0.58%) Boomi
13 2 (0.58%) iPaaS
13 2 (0.58%) Mimecast
13 2 (0.58%) Workato
14 1 (0.29%) Azure Data Factory
14 1 (0.29%) Azure Synapse Analytics
Communications & Networking
1 9 (2.59%) Broadband
2 8 (2.31%) Firewall
3 6 (1.73%) DHCP
3 6 (1.73%) DNS
4 5 (1.44%) VPN
5 3 (0.86%) LAN
5 3 (0.86%) Remote Desktop
5 3 (0.86%) SD-WAN
5 3 (0.86%) WAN
5 3 (0.86%) Wireless
5 3 (0.86%) Wireshark
6 2 (0.58%) Mobile Broadband
6 2 (0.58%) Softphone
6 2 (0.58%) VLAN
7 1 (0.29%) Intranet
Database & Business Intelligence
1 69 (19.88%) Power BI
2 64 (18.44%) Tableau
3 15 (4.32%) Data Mining
4 13 (3.75%) Essbase
4 13 (3.75%) Oracle BI Publisher
5 10 (2.88%) Data Warehouse
6 5 (1.44%) SQL Server
7 4 (1.15%) Azure SQL Data Warehouse
7 4 (1.15%) Metadata
8 1 (0.29%) Azure SQL Database
8 1 (0.29%) BigQuery
8 1 (0.29%) SQL Server Reporting Services
Development Applications
1 35 (10.09%) Oracle Forms
2 18 (5.19%) JIRA
3 4 (1.15%) Git
4 1 (0.29%) ER Studio
General
1 173 (49.86%) Social Skills
2 137 (39.48%) Finance
3 68 (19.60%) Analytical Skills
4 36 (10.37%) Banking
5 14 (4.03%) Retail
6 13 (3.75%) Legal
7 12 (3.46%) Billing
8 10 (2.88%) Organisational Skills
9 9 (2.59%) Financial Institution
9 9 (2.59%) Marketing
10 7 (2.02%) Documentation Skills
11 6 (1.73%) Manufacturing
12 5 (1.44%) Influencing Skills
13 4 (1.15%) Front Office
13 4 (1.15%) Telecoms
14 2 (0.58%) Games
14 2 (0.58%) Inclusion and Diversity
14 2 (0.58%) Tech for Good
15 1 (0.29%) Law
15 1 (0.29%) Public Sector
Libraries, Frameworks & Software Standards
1 9 (2.59%) .NET
2 4 (1.15%) Web Services
Miscellaneous
1 45 (12.97%) Product Ownership
2 27 (7.78%) Management Information System
3 12 (3.46%) Analytical Mindset
4 9 (2.59%) Onboarding
5 4 (1.15%) CMDB
5 4 (1.15%) Data Structures
5 4 (1.15%) Legacy Systems
5 4 (1.15%) Mobile App
5 4 (1.15%) Social Media
6 3 (0.86%) Data Centre
6 3 (0.86%) Driving Licence
7 2 (0.58%) Cyber Threat
7 2 (0.58%) Housing Association
7 2 (0.58%) iPhone
7 2 (0.58%) Self-Motivation
7 2 (0.58%) Team-Oriented Environment
8 1 (0.29%) Data Protection Act
8 1 (0.29%) Enterprise Software
8 1 (0.29%) Insider Threat
8 1 (0.29%) Reference Data
Operating Systems
1 21 (6.05%) Windows
2 7 (2.02%) Mac OS
3 4 (1.15%) Windows Server 2012
4 3 (0.86%) Apple iOS
4 3 (0.86%) Windows 10
5 2 (0.58%) Windows Server 2008
Processes & Methodologies
1 93 (26.80%) Coaching
2 89 (25.65%) Problem-Solving
3 87 (25.07%) Continuous Improvement
4 85 (24.50%) Business Intelligence
5 67 (19.31%) Agile
6 66 (19.02%) Asset Management
7 59 (17.00%) Mentoring
8 48 (13.83%) AI
9 46 (13.26%) Project Management
10 44 (12.68%) Business Analysis
11 38 (10.95%) Cybersecurity
12 37 (10.66%) Data Management
12 37 (10.66%) Roadmaps
13 36 (10.37%) Process Improvement
14 35 (10.09%) Analytics
15 34 (9.80%) ERP
16 33 (9.51%) Customer Service
17 32 (9.22%) Emotional Intelligence
18 29 (8.36%) Data Analysis
19 28 (8.07%) DevOps
Programming Languages
1 116 (33.43%) SQL
2 62 (17.87%) Python
3 13 (3.75%) Groovy
4 9 (2.59%) Java
5 6 (1.73%) PL/SQL
6 4 (1.15%) T-SQL
7 2 (0.58%) PowerShell
7 2 (0.58%) VBA
8 1 (0.29%) Data Analysis Expressions
8 1 (0.29%) R
Qualifications
1 72 (20.75%) Azure Certification
2 48 (13.83%) Degree
3 36 (10.37%) CompTIA CySA+
3 36 (10.37%) CompTIA Security+
4 11 (3.17%) HND
5 10 (2.88%) Microsoft Certification
6 7 (2.02%) PMI Certification
6 7 (2.02%) PMP
7 3 (0.86%) ITIL Certification
8 2 (0.58%) MCSE
8 2 (0.58%) Microsoft Certified Professional
8 2 (0.58%) MOS
9 1 (0.29%) ACCA
9 1 (0.29%) CIMA
9 1 (0.29%) CISM
9 1 (0.29%) CISSP
Quality Assurance & Compliance
1 37 (10.66%) QA
2 17 (4.90%) Accessibility
3 16 (4.61%) SLA
4 4 (1.15%) COBIT
5 1 (0.29%) Cyber Essentials
5 1 (0.29%) Data Quality
5 1 (0.29%) ISO/IEC 27001
5 1 (0.29%) PMO
System Software
1 21 (6.05%) Active Directory
2 5 (1.44%) Virtual Desktop
3 2 (0.58%) BitLocker
4 1 (0.29%) Hyper-V
Systems Management
1 12 (3.46%) Microsoft Intune
2 5 (1.44%) SCCM
Vendors
1 135 (38.90%) Microsoft
2 46 (13.26%) Oracle
3 36 (10.37%) ForeScout
4 16 (4.61%) SAP
5 13 (3.75%) Hyperion
6 11 (3.17%) Adobe
6 11 (3.17%) Freshdesk
6 11 (3.17%) Nintex
7 9 (2.59%) Workday
8 6 (1.73%) Concur
8 6 (1.73%) ServiceNow
9 5 (1.44%) Cisco
9 5 (1.44%) Meraki
10 4 (1.15%) Charles River
11 3 (0.86%) Alteryx
11 3 (0.86%) CheckPoint
11 3 (0.86%) iManage
11 3 (0.86%) Palo Alto
11 3 (0.86%) SolarWinds
11 3 (0.86%) Teradata