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 10 August 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 113 110 164
Rank change year-on-year -3 +54 -78
Permanent jobs citing Data Science 27 39 72
As % of all permanent jobs in Scotland 0.77% 1.53% 1.39%
As % of the Processes & Methodologies category 1.10% 1.71% 1.59%
Number of salaries quoted 13 14 24
10th Percentile - £48,500 £55,049
25th Percentile £72,500 £70,000 £64,228
Median annual salary (50th Percentile) £75,000 £76,869 £70,000
Median % change year-on-year -2.43% +9.81% +3.83%
75th Percentile £87,500 £86,560 £73,914
90th Percentile £97,500 £93,746 £98,850
UK median annual salary £75,000 £72,500 £70,000
% change year-on-year +3.45% +3.57% -2.51%

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 2,451 2,284 4,526
As % of all permanent jobs advertised in Scotland 70.25% 89.53% 87.26%
Number of salaries quoted 1,400 1,016 1,976
10th Percentile £28,000 £26,929 £31,250
25th Percentile £33,688 £32,851 £41,250
Median annual salary (50th Percentile) £50,000 £45,000 £55,000
Median % change year-on-year +11.11% -18.18% -
75th Percentile £65,000 £65,000 £68,750
90th Percentile £80,000 £84,250 £81,250
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.71%

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 10 August 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 10 August 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 +17 12 £75,013 - 27
Edinburgh -16 9 £92,500 +10.46% 29
Moray - 4 £75,000 -
West Lothian - 1 - - 1
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 (3.70%) Apache Airflow
1 1 (3.70%) Apache Spark
Cloud Services
1 8 (29.63%) Azure
2 7 (25.93%) AWS
3 2 (7.41%) GCP
3 2 (7.41%) SaaS
4 1 (3.70%) Azure DevOps
4 1 (3.70%) dbt
4 1 (3.70%) Snowflake
Communications & Networking
1 1 (3.70%) Broadband
Database & Business Intelligence
1 7 (25.93%) Data Lake
2 5 (18.52%) Data Warehouse
3 4 (14.81%) Azure SQL Database
3 4 (14.81%) SQL Server
4 2 (7.41%) Electronic Patient Records
General
1 12 (44.44%) Finance
2 8 (29.63%) Inclusion and Diversity
2 8 (29.63%) Law
2 8 (29.63%) Social Skills
3 5 (18.52%) Analytical Skills
3 5 (18.52%) Banking
3 5 (18.52%) Marketing
4 4 (14.81%) Influencing Skills
4 4 (14.81%) Private Banking
5 3 (11.11%) Public Sector
6 2 (7.41%) Digital Health
6 2 (7.41%) Presentation Skills
7 1 (3.70%) Corporate Banking
Job Titles
1 8 (29.63%) Lead
2 6 (22.22%) Data Engineer
3 4 (14.81%) Data Scientist
3 4 (14.81%) Senior
4 3 (11.11%) Azure Data Engineer
4 3 (11.11%) Azure Engineer
5 2 (7.41%) Analyst
5 2 (7.41%) Applications Engineer
5 2 (7.41%) Applications Manager
5 2 (7.41%) Fraud Analyst
5 2 (7.41%) Junior
5 2 (7.41%) Lead Software Engineer
5 2 (7.41%) Product Owner
5 2 (7.41%) Senior Analyst
5 2 (7.41%) Senior Data Scientist
5 2 (7.41%) Senior Strategy Analyst
5 2 (7.41%) Software Engineer
5 2 (7.41%) Software Manager
5 2 (7.41%) Software Release Manager
5 2 (7.41%) Strategy Analyst
Libraries, Frameworks & Software Standards
1 4 (14.81%) Hugging Face
1 4 (14.81%) PyTorch
2 2 (7.41%) FHIR
3 1 (3.70%) Kafka
Miscellaneous
1 7 (25.93%) AI Agents
2 4 (14.81%) Algorithms
2 4 (14.81%) Product Ownership
3 2 (7.41%) Cloud Native
3 2 (7.41%) Credit Risk
3 2 (7.41%) PACS
4 1 (3.70%) Data Protection Act
4 1 (3.70%) IoT
4 1 (3.70%) Onboarding
4 1 (3.70%) Social Media
Operating Systems
1 1 (3.70%) Linux
Processes & Methodologies
1 17 (62.96%) AI
1 17 (62.96%) Machine Learning
2 13 (48.15%) Analytics
2 13 (48.15%) Continuous Improvement
3 9 (33.33%) LLM
4 8 (29.63%) Prompt Engineering
4 8 (29.63%) Validation
5 7 (25.93%) Agile
5 7 (25.93%) Data Pipeline
6 6 (22.22%) Generative AI
6 6 (22.22%) Workflow
7 5 (18.52%) Data Analysis
7 5 (18.52%) Data Architecture
7 5 (18.52%) Decision-Making
7 5 (18.52%) Natural Language Processing
7 5 (18.52%) Problem-Solving
8 4 (14.81%) Data Acquisition
8 4 (14.81%) Personalization
8 4 (14.81%) Semantic Search
8 4 (14.81%) Software Delivery
Programming Languages
1 13 (48.15%) Python
2 8 (29.63%) SQL
3 2 (7.41%) Java
4 1 (3.70%) Bicep
4 1 (3.70%) C
4 1 (3.70%) C#
4 1 (3.70%) C++
4 1 (3.70%) R
Qualifications
1 11 (40.74%) Degree
2 4 (14.81%) PhD
3 2 (7.41%) Master's Degree
4 1 (3.70%) Azure Certification
4 1 (3.70%) CSPO
4 1 (3.70%) DV Cleared
4 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 2 (7.41%) DICOM
1 2 (7.41%) HL7
2 1 (3.70%) Data Quality
2 1 (3.70%) QA
Systems Management
1 1 (3.70%) Terraform
Vendors
1 8 (29.63%) Databricks
2 5 (18.52%) Microsoft
3 1 (3.70%) Google
3 1 (3.70%) OpenAI