Data Analyst Jobs in Scotland

Data Analyst
UK > Scotland

The median Data Analyst salary in Scotland is £25,625 per year, according to job vacancies posted during the 6 months leading to 21 May 2025.

The table below provides salary benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
21 May 2025
Same period 2024 Same period 2023
Rank 131 251 162
Rank change year-on-year +120 -89 +4
Permanent jobs requiring a Data Analyst 26 28 52
As % of all permanent jobs advertised in Scotland 0.86% 0.42% 1.13%
As % of the Job Titles category 0.99% 0.43% 1.26%
Number of salaries quoted 16 17 30
10th Percentile - - £31,475
25th Percentile £25,000 £46,306 £36,250
Median annual salary (50th Percentile) £25,625 £55,000 £42,500
Median % change year-on-year -53.41% +29.41% +14.86%
75th Percentile £58,438 £57,500 £47,313
90th Percentile £68,750 £61,745 £48,965
UK median annual salary £46,671 £45,000 £45,000
% change year-on-year +3.71% - -5.26%

All Permanent IT Job Vacancies
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 2,619 6,501 4,138
% of permanent jobs with a recognized job title 86.75% 96.93% 89.94%
Number of salaries quoted 1,322 2,618 2,233
10th Percentile £30,000 £27,750 £31,569
25th Percentile £44,000 £40,000 £41,250
Median annual salary (50th Percentile) £55,000 £52,500 £55,425
Median % change year-on-year +4.76% -5.28% +5.57%
75th Percentile £63,000 £65,000 £72,500
90th Percentile £82,500 £80,000 £85,000
UK median annual salary £55,000 £52,500 £60,000
% change year-on-year +4.76% -12.50% -

Data Analyst
Job Vacancy Trend in Scotland

Job postings that featured Data Analyst in the job title as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Data Analyst in Scotland

Data Analyst
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Data Analyst in Scotland.

Salary trend for Data Analyst in Scotland

Data Analyst
Salary Histogram in Scotland

Salary distribution for jobs citing Data Analyst in Scotland over the 6 months to 21 May 2025.

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 21 May 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 +28 22 £25,625 -53.41% 12
Glasgow +177 1 £55,000 +100.00% 11
West Lothian - 1 - -
Dundee - 1 £57,500 -
Data Analyst
UK

Data Analyst Skill Set
Top 30 Co-occurring Skills and Capabilities in Scotland

For the 6 months to 21 May 2025, Data Analyst job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region featuring Data Analyst in the job title.

1 23 (88.46%) SQL
2 17 (65.38%) Data Extraction
2 17 (65.38%) Analytics
3 16 (61.54%) Finance
4 15 (57.69%) Data Analytics
5 14 (53.85%) Tableau
5 14 (53.85%) Visualisation
6 12 (46.15%) Degree
6 12 (46.15%) Mathematics
6 12 (46.15%) Big Data
7 11 (42.31%) Statistical Modelling
7 11 (42.31%) Statistics
7 11 (42.31%) Social Skills
8 10 (38.46%) Storytelling
8 10 (38.46%) Banking
8 10 (38.46%) Predictive Modelling
9 9 (34.62%) Analytical Skills
10 8 (30.77%) Data Quality
10 8 (30.77%) Snowflake
11 7 (26.92%) AWS
12 6 (23.08%) Data Migration
12 6 (23.08%) Data Management
12 6 (23.08%) Migration
12 6 (23.08%) Data Analysis
13 5 (19.23%) Python
13 5 (19.23%) Data Science
13 5 (19.23%) Influencing Skills
14 4 (15.38%) Decision-Making
14 4 (15.38%) Power Platform
14 4 (15.38%) Power BI

Data Analyst Skill Set
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (11.54%) SAS
Applications
1 1 (3.85%) Microsoft Excel
1 1 (3.85%) SPSS
Cloud Services
1 8 (30.77%) Snowflake
2 7 (26.92%) AWS
3 4 (15.38%) Power Platform
4 2 (7.69%) dbt
Database & Business Intelligence
1 14 (53.85%) Tableau
2 12 (46.15%) Big Data
3 4 (15.38%) Power BI
4 2 (7.69%) Data Warehouse
4 2 (7.69%) Looker
5 1 (3.85%) Data Mining
5 1 (3.85%) Metadata
General
1 16 (61.54%) Finance
2 11 (42.31%) Social Skills
3 10 (38.46%) Banking
4 9 (34.62%) Analytical Skills
5 5 (19.23%) Influencing Skills
6 2 (7.69%) Automotive
6 2 (7.69%) Multimedia
7 1 (3.85%) Marketing
Libraries, Frameworks & Software Standards
1 3 (11.54%) JSON
Processes & Methodologies
1 17 (65.38%) Analytics
1 17 (65.38%) Data Extraction
2 15 (57.69%) Data Analytics
3 14 (53.85%) Visualisation
4 12 (46.15%) Mathematics
5 11 (42.31%) Statistical Modelling
5 11 (42.31%) Statistics
6 10 (38.46%) Predictive Modelling
6 10 (38.46%) Storytelling
7 6 (23.08%) Data Analysis
7 6 (23.08%) Data Management
7 6 (23.08%) Data Migration
7 6 (23.08%) Migration
8 5 (19.23%) Data Science
9 4 (15.38%) Business Intelligence
9 4 (15.38%) Data Visualisation
9 4 (15.38%) Decision-Making
10 3 (11.54%) Data Governance
10 3 (11.54%) Data Modelling
10 3 (11.54%) Data Transformation
Programming Languages
1 23 (88.46%) SQL
2 5 (19.23%) Python
3 3 (11.54%) JavaScript
4 1 (3.85%) R
Qualifications
1 12 (46.15%) Degree
Quality Assurance & Compliance
1 8 (30.77%) Data Quality
2 2 (7.69%) QA
3 1 (3.85%) Actionable Recommendations
3 1 (3.85%) GDPR
Vendors
1 2 (7.69%) Oracle