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 27 July 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 127 111 162
Rank change year-on-year -16 +51 -82
Permanent jobs citing Data Science 14 43 81
As % of all permanent jobs in Scotland 0.42% 1.72% 1.50%
As % of the Processes & Methodologies category 0.59% 1.91% 1.72%
Number of salaries quoted 5 18 27
10th Percentile £61,516 £48,875 £52,000
25th Percentile £72,500 £53,750 £67,250
Median annual salary (50th Percentile) £85,000 £70,000 £70,000
Median % change year-on-year +21.43% - +7.58%
75th Percentile £87,500 £83,738 £73,568
90th Percentile - £92,075 £96,450
UK median annual salary £70,000 £75,000 £70,000
% change year-on-year -6.67% +7.14% -

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 2,371 2,247 4,711
As % of all permanent jobs advertised in Scotland 70.59% 89.92% 87.19%
Number of salaries quoted 1,392 999 2,126
10th Percentile £28,000 £26,929 £31,250
25th Percentile £32,625 £32,851 £41,250
Median annual salary (50th Percentile) £48,500 £47,500 £54,000
Median % change year-on-year +2.11% -12.04% -1.82%
75th Percentile £65,000 £67,500 £67,500
90th Percentile £80,000 £85,000 £80,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.33%

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 27 July 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 27 July 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 +18 8 £69,694 +26.72% 10
Edinburgh -15 5 £85,000 +10.58% 19
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 (7.14%) Apache Airflow
1 1 (7.14%) Apache Spark
Cloud Services
1 4 (28.57%) AWS
2 3 (21.43%) Azure
3 2 (14.29%) SaaS
4 1 (7.14%) Azure DevOps
4 1 (7.14%) dbt
4 1 (7.14%) GCP
4 1 (7.14%) Snowflake
Database & Business Intelligence
1 2 (14.29%) Electronic Patient Records
2 1 (7.14%) Data Lake
2 1 (7.14%) Data Warehouse
General
1 6 (42.86%) Finance
2 5 (35.71%) Banking
3 4 (28.57%) Inclusion and Diversity
3 4 (28.57%) Influencing Skills
3 4 (28.57%) Law
3 4 (28.57%) Private Banking
4 3 (21.43%) Analytical Skills
4 3 (21.43%) Social Skills
5 2 (14.29%) Digital Health
5 2 (14.29%) Public Sector
6 1 (7.14%) Corporate Banking
6 1 (7.14%) Marketing
Job Titles
1 4 (28.57%) Lead
2 2 (14.29%) Data Engineer
2 2 (14.29%) Data Scientist
2 2 (14.29%) Junior
2 2 (14.29%) Junior Data Scientist
2 2 (14.29%) Product Manager
2 2 (14.29%) Product Owner
2 2 (14.29%) Senior
3 1 (7.14%) Agile Coach
3 1 (7.14%) Artificial Intelligence Engineer
3 1 (7.14%) Azure Data Engineer
3 1 (7.14%) Azure Engineer
3 1 (7.14%) Principal Data Engineer
3 1 (7.14%) Principal Engineer
3 1 (7.14%) Senior Product Owner
Libraries, Frameworks & Software Standards
1 4 (28.57%) Hugging Face
1 4 (28.57%) PyTorch
2 2 (14.29%) FHIR
3 1 (7.14%) Kafka
Miscellaneous
1 4 (28.57%) AI Agents
1 4 (28.57%) Algorithms
2 2 (14.29%) PACS
2 2 (14.29%) Product Ownership
3 1 (7.14%) Data Protection Act
3 1 (7.14%) IoT
3 1 (7.14%) Onboarding
Operating Systems
1 1 (7.14%) Linux
Processes & Methodologies
1 12 (85.71%) Machine Learning
2 10 (71.43%) AI
3 8 (57.14%) Continuous Improvement
4 6 (42.86%) LLM
4 6 (42.86%) Prompt Engineering
4 6 (42.86%) Validation
4 6 (42.86%) Workflow
5 5 (35.71%) Data Analysis
5 5 (35.71%) Generative AI
5 5 (35.71%) Natural Language Processing
6 4 (28.57%) Agile
6 4 (28.57%) Asset Management
6 4 (28.57%) Backlog Prioritisation
6 4 (28.57%) Deep Learning
6 4 (28.57%) Investment Management
6 4 (28.57%) Model Validation
6 4 (28.57%) Roadmaps
6 4 (28.57%) Statistical Analysis
6 4 (28.57%) Statistical Modelling
6 4 (28.57%) Wealth Management
Programming Languages
1 9 (64.29%) Python
2 2 (14.29%) SQL
3 1 (7.14%) Bicep
3 1 (7.14%) C
3 1 (7.14%) C#
3 1 (7.14%) C++
3 1 (7.14%) R
Qualifications
1 7 (50.00%) Degree
2 4 (28.57%) PhD
3 1 (7.14%) Azure Certification
3 1 (7.14%) CSPO
Quality Assurance & Compliance
1 2 (14.29%) DICOM
1 2 (14.29%) HL7
2 1 (7.14%) Data Quality
2 1 (7.14%) QA
Systems Management
1 1 (7.14%) Terraform
Vendors
1 2 (14.29%) Databricks
2 1 (7.14%) Google
2 1 (7.14%) Microsoft
2 1 (7.14%) OpenAI