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

6 months to
16 Nov 2025
Same period 2024 Same period 2023
Rank 133 97 104
Rank change year-on-year -36 +7 -6
Permanent jobs citing Data Science 19 56 52
As % of all permanent jobs in Scotland 0.69% 1.69% 2.18%
As % of the Processes & Methodologies category 0.79% 1.99% 2.27%
Number of salaries quoted 8 11 47
10th Percentile £36,900 £45,000 £42,439
25th Percentile £80,625 £51,250 £57,887
Median annual salary (50th Percentile) £97,500 £56,509 £70,576
Median % change year-on-year +72.54% -19.93% +20.74%
75th Percentile £100,000 £82,500 £96,539
90th Percentile - £85,000 £137,913
UK median annual salary £70,000 £67,500 £72,500
% change year-on-year +3.70% -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 2,416 2,812 2,287
As % of all permanent jobs advertised in Scotland 87.38% 85.06% 95.73%
Number of salaries quoted 1,149 1,317 1,799
10th Percentile £26,450 £31,250 £25,000
25th Percentile £31,750 £40,000 £35,000
Median annual salary (50th Percentile) £38,000 £55,000 £52,000
Median % change year-on-year -30.91% +5.77% -5.45%
75th Percentile £61,250 £70,000 £68,750
90th Percentile £80,000 £82,500 £82,598
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -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 16 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 16 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
Glasgow +2 11 £100,000 +41.34% 18
Edinburgh -32 6 £95,000 +68.12% 15
Aberdeen +14 1 £45,000 -40.00% 5
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:

Cloud Services
1 9 (47.37%) AWS
2 3 (15.79%) Azure
3 2 (10.53%) Amazon S3
3 2 (10.53%) Amazon SageMaker
3 2 (10.53%) AWS Lambda
3 2 (10.53%) AWS Step Functions
3 2 (10.53%) GCP
3 2 (10.53%) Serverless
3 2 (10.53%) Snowflake
4 1 (5.26%) AWS IoT
4 1 (5.26%) Microsoft 365
4 1 (5.26%) Power Platform
Communications & Networking
1 1 (5.26%) Bluetooth
1 1 (5.26%) Ethernet
1 1 (5.26%) LoRaWAN
1 1 (5.26%) Modbus
1 1 (5.26%) MQTT
Database & Business Intelligence
1 2 (10.53%) PostgreSQL
2 1 (5.26%) Power BI
2 1 (5.26%) Tableau
Development Applications
1 1 (5.26%) Git
1 1 (5.26%) JUnit
1 1 (5.26%) Selenium
1 1 (5.26%) TestNG
General
1 11 (57.89%) Finance
2 7 (36.84%) Banking
3 6 (31.58%) Inclusion and Diversity
3 6 (31.58%) Law
4 5 (26.32%) Social Skills
5 4 (21.05%) Analytical Skills
6 2 (10.53%) Legal
6 2 (10.53%) Retail
7 1 (5.26%) Agriculture
7 1 (5.26%) Billing
7 1 (5.26%) Electronics
7 1 (5.26%) Manufacturing
7 1 (5.26%) Marketing
7 1 (5.26%) Organisational Skills
7 1 (5.26%) Private Banking
7 1 (5.26%) Public Sector
7 1 (5.26%) Telecoms
7 1 (5.26%) Wholesale Banking
Job Titles
1 6 (31.58%) Data Scientist
1 6 (31.58%) 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 2 (10.53%) Data Engineer
3 2 (10.53%) Lead
3 2 (10.53%) Security Engineer
4 1 (5.26%) Analyst
4 1 (5.26%) Consultant
4 1 (5.26%) Data Analyst
4 1 (5.26%) Data Analytics Analyst
4 1 (5.26%) Embedded Engineer
4 1 (5.26%) Embedded Software Engineer
4 1 (5.26%) Lead Software Engineer
4 1 (5.26%) Project Leader
4 1 (5.26%) Software Tester
4 1 (5.26%) Technical Leader
4 1 (5.26%) Technical Project Leader
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
Miscellaneous
1 6 (31.58%) Algorithms
2 1 (5.26%) AI Agents
2 1 (5.26%) Analytical Mindset
2 1 (5.26%) ARM Cortex
2 1 (5.26%) Cloud Native
2 1 (5.26%) Embedded Systems
2 1 (5.26%) Greenfield Project
2 1 (5.26%) IoT
2 1 (5.26%) Low-Code
2 1 (5.26%) Onboarding
2 1 (5.26%) PMI
2 1 (5.26%) Renewable Energy
Processes & Methodologies
1 14 (73.68%) AI
2 9 (47.37%) Agile
3 8 (42.11%) Visualisation
4 7 (36.84%) Analytics
4 7 (36.84%) Generative AI
5 6 (31.58%) Machine Learning
5 6 (31.58%) SDLC
5 6 (31.58%) Software Engineering
6 5 (26.32%) CI/CD
6 5 (26.32%) Community of Practice
6 5 (26.32%) Operational Stability
6 5 (26.32%) Software Testing
7 4 (21.05%) Data Engineering
8 3 (15.79%) Decision-Making
8 3 (15.79%) Problem-Solving
8 3 (15.79%) Programme Management
9 2 (10.53%) Data Protection
9 2 (10.53%) Data Security
9 2 (10.53%) Risk Management
9 2 (10.53%) Scrum
Programming Languages
1 10 (52.63%) Python
2 2 (10.53%) SQL
3 1 (5.26%) Bash
3 1 (5.26%) C
3 1 (5.26%) C++
3 1 (5.26%) Java
Qualifications
1 2 (10.53%) Degree
2 1 (5.26%) AWS Certification
2 1 (5.26%) Computer Science Degree
2 1 (5.26%) ISTQB
2 1 (5.26%) PMI Certification
Quality Assurance & Compliance
1 2 (10.53%) GDPR
1 2 (10.53%) NIST
2 1 (5.26%) JTAG
System Software
1 1 (5.26%) Embedded Firmware
1 1 (5.26%) Firmware
Systems Management
1 5 (26.32%) Kubernetes
Vendors
1 2 (10.53%) Microsoft
1 2 (10.53%) Oracle
2 1 (5.26%) Databricks
2 1 (5.26%) Google
2 1 (5.26%) NVIDIA
2 1 (5.26%) SAP