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 vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 122 135 95
Rank change year-on-year +13 -40 +18
Permanent jobs citing Data Science 30 62 70
As % of all permanent jobs advertised in Scotland 1.17% 1.44% 2.63%
As % of the Processes & Methodologies category 1.31% 1.68% 2.75%
Number of salaries quoted 8 13 62
10th Percentile £48,875 £49,000 £47,500
25th Percentile £75,313 £55,000 £53,750
Median annual salary (50th Percentile) £83,738 £60,000 £70,172
Median % change year-on-year +39.56% -14.50% +22.04%
75th Percentile £89,375 £73,886 £92,167
90th Percentile £95,000 £82,500 £96,539
UK median annual salary £72,500 £67,500 £70,576
% change year-on-year +7.41% -4.36% +0.82%

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 2,296 3,695 2,548
As % of all permanent jobs advertised in Scotland 89.90% 85.65% 95.86%
Number of salaries quoted 1,003 1,596 1,991
10th Percentile £26,794 £31,250 £25,000
25th Percentile £32,000 £41,489 £37,500
Median annual salary (50th Percentile) £38,000 £55,000 £52,500
Median % change year-on-year -30.91% +4.76% -4.55%
75th Percentile £61,250 £70,000 £70,000
90th Percentile £77,500 £81,750 £82,500
UK median annual salary £55,000 £57,500 £60,000
% change year-on-year -4.35% -4.17% -

Data Science
Job Vacancy Trend in Scotland

Job postings citing Data Science as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Data Science 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 18 September 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 18 September 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 -7 21 £83,738 +39.56% 15
Glasgow +52 6 - - 11
Aberdeen +22 1 £45,000 -40.00% 4
Data Science
UK

Data Science
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (3.33%) Apache Airflow
1 1 (3.33%) SAS
Cloud Services
1 11 (36.67%) AWS
2 7 (23.33%) Power Platform
3 6 (20.00%) Snowflake
4 4 (13.33%) Amazon SageMaker
5 2 (6.67%) Amazon S3
5 2 (6.67%) AWS IoT
5 2 (6.67%) AWS Lambda
5 2 (6.67%) AWS Step Functions
5 2 (6.67%) Azure
5 2 (6.67%) GCP
5 2 (6.67%) Serverless
Communications & Networking
1 2 (6.67%) Bluetooth
1 2 (6.67%) Ethernet
1 2 (6.67%) LoRaWAN
1 2 (6.67%) Modbus
1 2 (6.67%) MQTT
Database & Business Intelligence
1 11 (36.67%) Tableau
2 7 (23.33%) Power BI
3 3 (10.00%) Data Lake
4 2 (6.67%) Big Data
4 2 (6.67%) PostgreSQL
Development Applications
1 2 (6.67%) Git
2 1 (3.33%) JUnit
2 1 (3.33%) Selenium
2 1 (3.33%) TestNG
General
1 21 (70.00%) Finance
2 12 (40.00%) Social Skills
3 9 (30.00%) Analytical Skills
3 9 (30.00%) Banking
4 5 (16.67%) Inclusion and Diversity
4 5 (16.67%) Law
5 3 (10.00%) Influencing Skills
5 3 (10.00%) Legal
6 2 (6.67%) Agriculture
6 2 (6.67%) Automotive
6 2 (6.67%) Electronics
6 2 (6.67%) Front Office
6 2 (6.67%) Manufacturing
6 2 (6.67%) Marketing
6 2 (6.67%) Public Sector
6 2 (6.67%) Retail
6 2 (6.67%) Telecoms
6 2 (6.67%) Wholesale Banking
7 1 (3.33%) Games
7 1 (3.33%) Organisational Skills
Job Titles
1 7 (23.33%) Software Engineer
2 5 (16.67%) Lead
3 4 (13.33%) Analyst
3 4 (13.33%) Data Analyst
3 4 (13.33%) Data Scientist
3 4 (13.33%) Implementation Engineer
3 4 (13.33%) Integration Engineer
3 4 (13.33%) Software Integration Engineer
3 4 (13.33%) Test and Integration Engineer
4 3 (10.00%) Product Owner
5 2 (6.67%) Consultant
5 2 (6.67%) Data Analytics Analyst
5 2 (6.67%) Data Engineer
5 2 (6.67%) Data Manager
5 2 (6.67%) Embedded Engineer
5 2 (6.67%) Embedded Software Engineer
5 2 (6.67%) Security Engineer
5 2 (6.67%) Senior
5 2 (6.67%) Senior Manager
6 1 (3.33%) Software Tester
Libraries, Frameworks & Software Standards
1 6 (20.00%) Pandas
1 6 (20.00%) scikit-learn
2 5 (16.67%) NumPy
2 5 (16.67%) PySpark
3 1 (3.33%) Kafka
3 1 (3.33%) LangChain
Miscellaneous
1 9 (30.00%) Algorithms
2 3 (10.00%) Product Ownership
3 2 (6.67%) ARM Cortex
3 2 (6.67%) Embedded Systems
3 2 (6.67%) IoT
4 1 (3.33%) Greenfield Project
4 1 (3.33%) Low-Code
4 1 (3.33%) Onboarding
4 1 (3.33%) Renewable Energy
Processes & Methodologies
1 17 (56.67%) Analytics
2 15 (50.00%) Artificial Intelligence
2 15 (50.00%) Visualisation
3 14 (46.67%) Agile
4 9 (30.00%) Business Intelligence
4 9 (30.00%) Machine Learning
4 9 (30.00%) Software Engineering
5 8 (26.67%) Data Visualisation
5 8 (26.67%) Decision-Making
6 7 (23.33%) Generative AI
6 7 (23.33%) SDLC
7 6 (20.00%) Actionable Insight
7 6 (20.00%) Problem-Solving
8 5 (16.67%) CI/CD
8 5 (16.67%) Community of Practice
8 5 (16.67%) Creative Thinking
8 5 (16.67%) Operational Stability
8 5 (16.67%) Software Testing
9 4 (13.33%) Data Analysis
9 4 (13.33%) Mathematics
Programming Languages
1 16 (53.33%) Python
2 7 (23.33%) SQL
3 2 (6.67%) Bash
3 2 (6.67%) C
3 2 (6.67%) C++
4 1 (3.33%) Java
Qualifications
1 7 (23.33%) Degree
2 3 (10.00%) Master's Degree
3 2 (6.67%) Computer Science Degree
3 2 (6.67%) PhD
4 1 (3.33%) ISTQB
Quality Assurance & Compliance
1 4 (13.33%) Actionable Recommendations
2 2 (6.67%) GDPR
2 2 (6.67%) JTAG
2 2 (6.67%) NIST
3 1 (3.33%) Data Quality
System Software
1 2 (6.67%) Embedded Firmware
1 2 (6.67%) Firmware
Systems Management
1 5 (16.67%) Kubernetes
Vendors
1 4 (13.33%) Oracle
2 3 (10.00%) Microsoft
3 2 (6.67%) Google
3 2 (6.67%) NVIDIA
3 2 (6.67%) SAP