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

6 months to
2 Nov 2025
Same period 2024 Same period 2023
Rank 127 98 96
Rank change year-on-year -29 -2 +1
Permanent jobs citing Data Science 19 54 56
As % of all permanent jobs in Scotland 0.70% 1.66% 2.33%
As % of the Processes & Methodologies category 0.78% 1.97% 2.44%
Number of salaries quoted 6 9 50
10th Percentile £36,500 £53,500 £42,439
25th Percentile £49,060 £55,163 £57,597
Median annual salary (50th Percentile) £89,369 £60,000 £70,576
Median % change year-on-year +48.95% -14.98% +20.74%
75th Percentile £95,000 £82,500 £85,000
90th Percentile £97,500 £86,650 £96,539
UK median annual salary £71,193 £69,000 £71,500
% change year-on-year +3.18% -3.50% +2.14%

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 2,443 2,742 2,297
As % of all permanent jobs advertised in Scotland 89.78% 84.29% 95.71%
Number of salaries quoted 1,087 1,303 1,840
10th Percentile £26,250 £31,250 £25,000
25th Percentile £32,000 £40,000 £35,000
Median annual salary (50th Percentile) £38,000 £55,000 £52,500
Median % change year-on-year -30.91% +4.76% -4.55%
75th Percentile £60,000 £70,000 £68,750
90th Percentile £78,790 £82,300 £82,505
UK median annual salary £54,000 £60,000 £60,000
% change year-on-year -10.00% - -

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 November 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 2 November 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
Edinburgh -25 9 £89,369 +58.15% 9
Glasgow -4 7 £100,000 +41.34% 8
Aberdeen +17 1 £45,000 -40.00% 4
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 (5.26%) Apache Airflow
Cloud Services
1 9 (47.37%) AWS
2 3 (15.79%) Amazon SageMaker
2 3 (15.79%) Azure
2 3 (15.79%) Snowflake
3 2 (10.53%) Amazon S3
3 2 (10.53%) AWS IoT
3 2 (10.53%) AWS Lambda
3 2 (10.53%) AWS Step Functions
3 2 (10.53%) GCP
3 2 (10.53%) Power Platform
3 2 (10.53%) Serverless
4 1 (5.26%) Microsoft 365
Communications & Networking
1 2 (10.53%) Bluetooth
1 2 (10.53%) Ethernet
1 2 (10.53%) LoRaWAN
1 2 (10.53%) Modbus
1 2 (10.53%) MQTT
Database & Business Intelligence
1 4 (21.05%) Tableau
2 2 (10.53%) PostgreSQL
2 2 (10.53%) Power BI
3 1 (5.26%) Big Data
Development Applications
1 2 (10.53%) Git
2 1 (5.26%) JUnit
2 1 (5.26%) Selenium
2 1 (5.26%) TestNG
General
1 14 (73.68%) Finance
2 7 (36.84%) Banking
3 6 (31.58%) Analytical Skills
3 6 (31.58%) Social Skills
4 5 (26.32%) Inclusion and Diversity
4 5 (26.32%) Law
5 3 (15.79%) Retail
6 2 (10.53%) Agriculture
6 2 (10.53%) Electronics
6 2 (10.53%) Legal
6 2 (10.53%) Manufacturing
6 2 (10.53%) Marketing
6 2 (10.53%) Public Sector
6 2 (10.53%) Telecoms
6 2 (10.53%) Wholesale Banking
7 1 (5.26%) Billing
7 1 (5.26%) Games
7 1 (5.26%) Organisational Skills
Job Titles
1 7 (36.84%) Software Engineer
2 4 (21.05%) Implementation Engineer
2 4 (21.05%) Integration Engineer
2 4 (21.05%) Software Integration Engineer
2 4 (21.05%) Test and Integration Engineer
3 3 (15.79%) Data Scientist
4 2 (10.53%) Consultant
4 2 (10.53%) Data Engineer
4 2 (10.53%) Embedded Engineer
4 2 (10.53%) Embedded Software Engineer
4 2 (10.53%) Lead
4 2 (10.53%) Security Engineer
5 1 (5.26%) Analyst
5 1 (5.26%) Data Analyst
5 1 (5.26%) Data Analytics Analyst
5 1 (5.26%) Lead Software Engineer
5 1 (5.26%) Programme Manager
5 1 (5.26%) Software Tester
5 1 (5.26%) Tester
Libraries, Frameworks & Software Standards
1 5 (26.32%) NumPy
1 5 (26.32%) Pandas
1 5 (26.32%) PySpark
1 5 (26.32%) scikit-learn
2 1 (5.26%) Kafka
Miscellaneous
1 8 (42.11%) Algorithms
2 2 (10.53%) ARM Cortex
2 2 (10.53%) Embedded Systems
2 2 (10.53%) IoT
3 1 (5.26%) Analytical Mindset
3 1 (5.26%) Greenfield Project
3 1 (5.26%) Low-Code
3 1 (5.26%) Onboarding
3 1 (5.26%) Renewable Energy
Processes & Methodologies
1 11 (57.89%) AI
2 10 (52.63%) Visualisation
3 9 (47.37%) Agile
4 8 (42.11%) Analytics
4 8 (42.11%) Software Engineering
5 7 (36.84%) SDLC
6 6 (31.58%) Generative AI
6 6 (31.58%) Machine Learning
7 5 (26.32%) CI/CD
7 5 (26.32%) Community of Practice
7 5 (26.32%) Operational Stability
7 5 (26.32%) Software Testing
8 4 (21.05%) Business Intelligence
8 4 (21.05%) Decision-Making
8 4 (21.05%) Problem-Solving
9 3 (15.79%) Computer Science
9 3 (15.79%) Data Analytics
9 3 (15.79%) Data Engineering
9 3 (15.79%) Programme Management
9 3 (15.79%) Risk Management
Programming Languages
1 13 (68.42%) Python
2 4 (21.05%) SQL
3 2 (10.53%) Bash
3 2 (10.53%) C
3 2 (10.53%) C++
4 1 (5.26%) Java
Qualifications
1 4 (21.05%) Degree
2 2 (10.53%) Computer Science Degree
3 1 (5.26%) ISTQB
Quality Assurance & Compliance
1 2 (10.53%) GDPR
1 2 (10.53%) JTAG
1 2 (10.53%) NIST
2 1 (5.26%) Actionable Recommendations
2 1 (5.26%) Data Quality
System Software
1 2 (10.53%) Embedded Firmware
1 2 (10.53%) Firmware
Systems Management
1 5 (26.32%) Kubernetes
Vendors
1 3 (15.79%) Microsoft
2 2 (10.53%) Google
2 2 (10.53%) NVIDIA
2 2 (10.53%) Oracle
2 2 (10.53%) SAP
3 1 (5.26%) Databricks