Data Analyst Job Trends in Scotland

Data Analyst
UK > Scotland

The median Data Analyst salary in Scotland is £40,000 per year, according to job vacancies posted during the 6 months leading to 14 January 2026.

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

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 100 127 168
Rank change year-on-year +27 +41 -10
Permanent jobs requiring a Data Analyst 41 21 31
As % of all permanent jobs in Scotland 1.48% 0.82% 0.98%
As % of the Job Titles category 1.67% 0.87% 1.02%
Number of salaries quoted 15 14 21
10th Percentile - £25,094 £37,500
25th Percentile £35,000 £27,172 £46,306
Median annual salary (50th Percentile) £40,000 £40,211 £55,000
Median % change year-on-year -0.53% -26.89% +46.67%
75th Percentile £45,000 £52,438 £57,500
90th Percentile £50,700 £58,625 £67,500
UK median annual salary £40,000 £50,000 £50,000
% change year-on-year -20.00% - -

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 2,460 2,406 3,036
% of permanent jobs with a recognized job title 89.03% 93.87% 96.44%
Number of salaries quoted 1,211 1,060 1,881
10th Percentile £26,500 £31,301 £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% -11.50%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £85,000 £88,750 £83,750
UK median annual salary £55,000 £60,000 £57,500
% change year-on-year -8.33% +4.35% -4.17%

Data Analyst
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings featuring 'Data Analyst' in the job title relative to all permanent IT jobs advertised in Scotland.

Data Analyst job vacancy trend in Scotland

Data Analyst
Salary Trend in Scotland

Salary distribution trend for Data Analyst job vacancies in Scotland.

Salary distribution trend for Data Analyst job vacancies in Scotland

Data Analyst
Salary Histogram in Scotland

Salary distribution for jobs citing Data Analyst in Scotland over the 6 months to 14 January 2026.

Salary histogram for Data Analyst in Scotland

Data 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 Data Analyst within the Scotland region over the 6 months to 14 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 0 18 £40,000 +56.10% 5
Glasgow +24 13 £40,000 - 5
Dundee +3 5 - -
Aberdeen - 5 - - 2
Data Analyst
UK

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

For the 6 months to 14 January 2026, Data 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 Data Analyst in the job title.

1 37 (90.24%) SQL
2 33 (80.49%) Python
3 32 (78.05%) Microsoft
3 32 (78.05%) Microsoft Excel
3 32 (78.05%) Tableau
4 21 (51.22%) Business Intelligence
4 21 (51.22%) Power BI
4 21 (51.22%) Power Platform
5 20 (48.78%) AI
5 20 (48.78%) Azure
5 20 (48.78%) Azure AI
5 20 (48.78%) Azure Certification
6 14 (34.15%) Data Analysis
7 13 (31.71%) Analytics
7 13 (31.71%) Data Analytics
8 12 (29.27%) Business Analysis
8 12 (29.27%) Data Mining
8 12 (29.27%) Project Management
9 5 (12.20%) Data Governance
10 4 (9.76%) Data Management
10 4 (9.76%) Data Quality
11 3 (7.32%) Problem-Solving
12 2 (4.88%) Data Architecture
12 2 (4.88%) Data Mapping
12 2 (4.88%) Data Migration
12 2 (4.88%) Databricks
12 2 (4.88%) ERP
12 2 (4.88%) Metadata
12 2 (4.88%) Metadata Management
12 2 (4.88%) Migration

Data 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 2 (4.88%) SAS
Applications
1 32 (78.05%) Microsoft Excel
Cloud Services
1 21 (51.22%) Power Platform
2 20 (48.78%) Azure
2 20 (48.78%) Azure AI
3 2 (4.88%) SaaS
Database & Business Intelligence
1 32 (78.05%) Tableau
2 21 (51.22%) Power BI
3 12 (29.27%) Data Mining
4 2 (4.88%) Metadata
5 1 (2.44%) BigQuery
Development Applications
1 1 (2.44%) ER Studio
General
1 23 (56.10%) Social Skills
2 16 (39.02%) Analytical Skills
3 14 (34.15%) Finance
4 2 (4.88%) Banking
4 2 (4.88%) Public Sector
4 2 (4.88%) Retail
5 1 (2.44%) Financial Institution
5 1 (2.44%) Inclusion and Diversity
5 1 (2.44%) Influencing Skills
5 1 (2.44%) Legal
Miscellaneous
1 2 (4.88%) Legacy Systems
2 1 (2.44%) Insider Threat
2 1 (2.44%) Reference Data
Processes & Methodologies
1 21 (51.22%) Business Intelligence
2 20 (48.78%) AI
3 14 (34.15%) Data Analysis
4 13 (31.71%) Analytics
4 13 (31.71%) Data Analytics
5 12 (29.27%) Business Analysis
5 12 (29.27%) Project Management
6 5 (12.20%) Data Governance
7 4 (9.76%) Data Management
8 3 (7.32%) Problem-Solving
9 2 (4.88%) Data Architecture
9 2 (4.88%) Data Mapping
9 2 (4.88%) Data Migration
9 2 (4.88%) ERP
9 2 (4.88%) Metadata Management
9 2 (4.88%) Migration
9 2 (4.88%) User Acceptance Testing
10 1 (2.44%) Data Modelling
10 1 (2.44%) Information Security
10 1 (2.44%) ITIL
Programming Languages
1 37 (90.24%) SQL
2 33 (80.49%) Python
3 1 (2.44%) R
Qualifications
1 20 (48.78%) Azure Certification
2 1 (2.44%) CISM
2 1 (2.44%) CISSP
Quality Assurance & Compliance
1 4 (9.76%) Data Quality
Vendors
1 32 (78.05%) Microsoft
2 2 (4.88%) Databricks
3 1 (2.44%) Dataiku