Data Science Job Trends in Scotland

Data Science
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Data Science skills. It covers permanent job vacancies from the 6 months leading up to 2 January 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jan 2026
Same period 2025 Same period 2024
Rank 132 74 101
Rank change year-on-year -58 +27 +23
Permanent jobs citing Data Science 9 70 86
As % of all permanent jobs in Scotland 0.33% 2.61% 2.88%
As % of the Processes & Methodologies category 0.41% 2.83% 3.03%
Number of salaries quoted 6 20 58
10th Percentile £60,250 - £46,306
25th Percentile £88,750 £45,000 £48,125
Median annual salary (50th Percentile) £100,000 £56,509 £65,066
Median % change year-on-year +76.96% -13.15% -3.61%
75th Percentile - £71,250 £96,539
90th Percentile - £85,825 £108,951
UK median annual salary £71,000 £67,500 £70,000
% change year-on-year +5.19% -3.57% -

All Process & Methodology Skills
Scotland

Data Science falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,196 2,473 2,836
As % of all permanent jobs advertised in Scotland 80.65% 92.35% 94.88%
Number of salaries quoted 1,070 1,051 1,764
10th Percentile £26,250 £32,500 £25,000
25th Percentile £30,375 £41,250 £33,750
Median annual salary (50th Percentile) £40,000 £55,000 £52,500
Median % change year-on-year -27.27% +4.76% -8.67%
75th Percentile £65,000 £70,000 £69,800
90th Percentile £82,500 £88,750 £84,056
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Data Science
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings citing Data Science relative to all permanent IT jobs advertised in Scotland.

Data Science job vacancy trend in Scotland

Data Science
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Data Science.

Salary distribution trend for jobs in Scotland citing Data Science

Data Science
Salary Histogram in Scotland

Salary distribution for jobs citing Data Science in Scotland over the 6 months to 2 January 2026.

Salary histogram for Data Science in Scotland

Data Science
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 Science within the Scotland region over the 6 months to 2 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
Glasgow +16 6 £100,000 +53.85% 6
Edinburgh -53 3 £63,000 +40.00% 13
Data Science
UK

Data Science
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 (22.22%) Apache Airflow
1 2 (22.22%) Apache Spark
Cloud Services
1 4 (44.44%) Azure
2 3 (33.33%) AWS
2 3 (33.33%) GCP
3 2 (22.22%) dbt
4 1 (11.11%) Microsoft 365
4 1 (11.11%) Power Platform
Database & Business Intelligence
1 1 (11.11%) Power BI
Development Applications
1 1 (11.11%) JUnit
1 1 (11.11%) Selenium
1 1 (11.11%) TestNG
General
1 2 (22.22%) Analytical Skills
1 2 (22.22%) Finance
1 2 (22.22%) Legal
2 1 (11.11%) Banking
2 1 (11.11%) Billing
2 1 (11.11%) Inclusion and Diversity
2 1 (11.11%) Law
2 1 (11.11%) Private Banking
2 1 (11.11%) Retail
2 1 (11.11%) Social Skills
Job Titles
1 5 (55.56%) Data Scientist
2 3 (33.33%) Lead
3 2 (22.22%) Data Engineer
3 2 (22.22%) Lead Data Engineer
4 1 (11.11%) Project Leader
4 1 (11.11%) Software Tester
4 1 (11.11%) Technical Leader
4 1 (11.11%) Technical Manager
4 1 (11.11%) Technical Project Leader
4 1 (11.11%) Tester
Libraries, Frameworks & Software Standards
1 2 (22.22%) Kafka
Miscellaneous
1 1 (11.11%) AI Agents
1 1 (11.11%) Analytical Mindset
1 1 (11.11%) Cloud Native
1 1 (11.11%) Low-Code
1 1 (11.11%) PMI
Processes & Methodologies
1 6 (66.67%) AI
2 5 (55.56%) Analytics
3 3 (33.33%) Data Engineering
3 3 (33.33%) Machine Learning
4 2 (22.22%) Agile
4 2 (22.22%) Data Strategy
4 2 (22.22%) Data-Driven Decision Making
4 2 (22.22%) Generative AI
4 2 (22.22%) Mentoring
4 2 (22.22%) Technical Leadership
5 1 (11.11%) AI Transformation
5 1 (11.11%) Asset Management
5 1 (11.11%) Digital Innovation
5 1 (11.11%) Investment Management
5 1 (11.11%) LLM
5 1 (11.11%) Manual Testing
5 1 (11.11%) Predictive Analytics
5 1 (11.11%) Retrieval-Augmented Generation
5 1 (11.11%) Software Testing
5 1 (11.11%) Wealth Management
Programming Languages
1 4 (44.44%) Python
2 3 (33.33%) Java
3 2 (22.22%) Scala
4 1 (11.11%) SQL
Qualifications
1 1 (11.11%) AWS Certification
1 1 (11.11%) ISTQB
1 1 (11.11%) PMI Certification
Vendors
1 3 (33.33%) Databricks
2 2 (22.22%) Microsoft