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 15 December 2025, with comparisons to the same periods in the previous two years.

6 months to
15 Dec 2025
Same period 2024 Same period 2023
Rank 129 79 105
Rank change year-on-year -50 +26 -11
Permanent jobs citing Data Science 9 70 73
As % of all permanent jobs in Scotland 0.33% 2.46% 2.75%
As % of the Processes & Methodologies category 0.40% 2.72% 2.87%
Number of salaries quoted 7 19 49
10th Percentile £65,200 - £45,532
25th Percentile £90,000 £45,000 £57,500
Median annual salary (50th Percentile) £100,000 £56,509 £65,066
Median % change year-on-year +76.96% -13.15% +2.06%
75th Percentile - £75,000 £96,539
90th Percentile - £86,650 £137,913
UK median annual salary £72,500 £67,500 £72,500
% change year-on-year +7.41% -6.90% +3.57%

All Process and 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 2,241 2,577 2,546
As % of all permanent jobs advertised in Scotland 82.12% 90.74% 96.04%
Number of salaries quoted 1,151 1,142 1,723
10th Percentile £26,250 £32,275 £25,000
25th Percentile £31,500 £41,063 £33,750
Median annual salary (50th Percentile) £40,000 £55,000 £52,500
Median % change year-on-year -27.27% +4.76% -4.55%
75th Percentile £65,000 £70,000 £69,800
90th Percentile £80,000 £85,225 £83,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -2.04%

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 15 December 2025.

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 15 December 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
Glasgow +17 6 £100,000 +53.85% 7
Edinburgh -44 3 £90,000 +77.33% 15
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 1 (11.11%) Apache Airflow
1 1 (11.11%) Apache Spark
Cloud Services
1 3 (33.33%) AWS
1 3 (33.33%) Azure
2 2 (22.22%) GCP
3 1 (11.11%) Amazon S3
3 1 (11.11%) Amazon SageMaker
3 1 (11.11%) AWS Lambda
3 1 (11.11%) AWS Step Functions
3 1 (11.11%) dbt
3 1 (11.11%) Microsoft 365
3 1 (11.11%) Power Platform
3 1 (11.11%) Serverless
3 1 (11.11%) Snowflake
Database & Business Intelligence
1 1 (11.11%) PostgreSQL
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 2 (22.22%) Data Engineer
2 2 (22.22%) Lead
3 1 (11.11%) Lead Data Engineer
3 1 (11.11%) Project Leader
3 1 (11.11%) Security Engineer
3 1 (11.11%) Software Tester
3 1 (11.11%) Technical Leader
3 1 (11.11%) Technical Manager
3 1 (11.11%) Technical Project Leader
3 1 (11.11%) Tester
Libraries, Frameworks & Software Standards
1 1 (11.11%) 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 7 (77.78%) AI
2 5 (55.56%) Analytics
3 3 (33.33%) Data Engineering
4 2 (22.22%) Agile
4 2 (22.22%) Data-Driven Decision Making
4 2 (22.22%) Generative AI
4 2 (22.22%) Machine Learning
5 1 (11.11%) AI Transformation
5 1 (11.11%) Asset Management
5 1 (11.11%) Cloud Security
5 1 (11.11%) Decision-Making
5 1 (11.11%) Digital Innovation
5 1 (11.11%) Key Management
5 1 (11.11%) LLM
5 1 (11.11%) MLOps
5 1 (11.11%) Problem-Solving
5 1 (11.11%) Retrieval-Augmented Generation
5 1 (11.11%) Scrum
5 1 (11.11%) Technical Leadership
5 1 (11.11%) Technology Transformation
Programming Languages
1 3 (33.33%) Python
2 2 (22.22%) Java
3 1 (11.11%) Scala
3 1 (11.11%) SQL
Qualifications
1 1 (11.11%) AWS Certification
1 1 (11.11%) ISTQB
1 1 (11.11%) PMI Certification
Quality Assurance & Compliance
1 1 (11.11%) GDPR
1 1 (11.11%) NIST
Vendors
1 2 (22.22%) Databricks
1 2 (22.22%) Microsoft
2 1 (11.11%) Oracle