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 26 April 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Apr 2026
Same period 2025 Same period 2024
Rank 130 74 157
Rank change year-on-year -56 +83 -55
Permanent jobs citing Data Science 12 49 125
As % of all permanent jobs in Scotland 0.36% 2.60% 1.97%
As % of the Processes & Methodologies category 0.49% 2.82% 2.13%
Number of salaries quoted 7 27 50
10th Percentile £54,500 - £46,306
25th Percentile £77,500 £45,000 £58,664
Median annual salary (50th Percentile) £90,000 £57,500 £70,000
Median % change year-on-year +56.52% -17.86% +2.23%
75th Percentile £100,000 £70,000 £73,813
90th Percentile - £86,000 £101,250
UK median annual salary £70,000 £70,000 £66,500
% change year-on-year - +5.26% -6.66%

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 2,425 1,736 5,855
As % of all permanent jobs advertised in Scotland 72.11% 92.00% 92.50%
Number of salaries quoted 1,325 892 2,405
10th Percentile £28,250 £27,025 £28,750
25th Percentile £32,000 £41,188 £40,000
Median annual salary (50th Percentile) £47,500 £55,000 £52,500
Median % change year-on-year -13.64% +4.76% -9.48%
75th Percentile £67,500 £75,000 £65,000
90th Percentile £82,500 £93,778 £80,000
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.57%

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 26 April 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 26 April 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 -33 6 £60,000 +4.35% 6
Glasgow -14 5 £100,000 +66.67% 9
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 3 (25.00%) Apache Airflow
1 3 (25.00%) Apache Spark
2 1 (8.33%) SharePoint
Applications
1 1 (8.33%) Microsoft Excel
Business Applications
1 1 (8.33%) FIS Private Capital Suite
Cloud Services
1 8 (66.67%) AWS
2 6 (50.00%) Azure
3 5 (41.67%) GCP
4 3 (25.00%) dbt
5 1 (8.33%) Azure Data Factory
5 1 (8.33%) Microsoft 365
5 1 (8.33%) Power Platform
5 1 (8.33%) Snowflake
Database & Business Intelligence
1 1 (8.33%) Azure SQL Database
1 1 (8.33%) Data Warehouse
1 1 (8.33%) Power BI
1 1 (8.33%) Tableau
Development Applications
1 1 (8.33%) Visual Studio Code
General
1 3 (25.00%) Analytical Skills
1 3 (25.00%) Finance
1 3 (25.00%) Social Skills
2 2 (16.67%) Banking
2 2 (16.67%) Influencing Skills
2 2 (16.67%) Public Sector
3 1 (8.33%) Corporate Banking
3 1 (8.33%) Inclusion and Diversity
3 1 (8.33%) Law
3 1 (8.33%) Marketing
3 1 (8.33%) Private Banking
Job Titles
1 4 (33.33%) Data Engineer
2 3 (25.00%) Data Scientist
2 3 (25.00%) Lead
3 2 (16.67%) Lead Data Engineer
3 2 (16.67%) Product Owner
3 2 (16.67%) Senior
4 1 (8.33%) Agile Coach
4 1 (8.33%) Artificial Intelligence Engineer
4 1 (8.33%) Junior
4 1 (8.33%) Junior Data Engineer
4 1 (8.33%) Project Leader
4 1 (8.33%) Senior Product Owner
4 1 (8.33%) Technical Leader
4 1 (8.33%) Technical Manager
4 1 (8.33%) Technical Project Leader
Libraries, Frameworks & Software Standards
1 3 (25.00%) Kafka
2 1 (8.33%) CSS
2 1 (8.33%) HTML
Miscellaneous
1 2 (16.67%) Data Protection Act
1 2 (16.67%) Product Ownership
2 1 (8.33%) AI Agents
2 1 (8.33%) Cloud Native
2 1 (8.33%) Data Structures
2 1 (8.33%) Onboarding
2 1 (8.33%) PMI
Processes & Methodologies
1 9 (75.00%) AI
2 7 (58.33%) Machine Learning
3 6 (50.00%) Analytics
4 5 (41.67%) Agile
4 5 (41.67%) Data Engineering
5 4 (33.33%) Problem-Solving
6 2 (16.67%) Backlog Prioritisation
6 2 (16.67%) Data Strategy
6 2 (16.67%) Generative AI
6 2 (16.67%) LLM
6 2 (16.67%) Migration
6 2 (16.67%) MLOps
6 2 (16.67%) Product Backlog
6 2 (16.67%) Product Strategy
6 2 (16.67%) Product Vision
6 2 (16.67%) Prompt Engineering
6 2 (16.67%) Roadmaps
6 2 (16.67%) Service Delivery
6 2 (16.67%) Stakeholder Management
6 2 (16.67%) Technical Leadership
Programming Languages
1 6 (50.00%) Python
2 2 (16.67%) Java
2 2 (16.67%) Scala
2 2 (16.67%) SQL
Qualifications
1 1 (8.33%) AWS Certification
1 1 (8.33%) Computer Science Degree
1 1 (8.33%) CSPO
1 1 (8.33%) Degree
1 1 (8.33%) PMI Certification
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Vendors
1 3 (25.00%) Databricks
2 1 (8.33%) FIS
2 1 (8.33%) Google
2 1 (8.33%) Microsoft
2 1 (8.33%) OpenAI