Data Science Jobs in Scotland

Data Science
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Data Science skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Science over the 6 months leading up to 15 May 2025, comparing them to the same period in the previous two years.

6 months to
15 May 2025
Same period 2024 Same period 2023
Rank 110 153 106
Rank change year-on-year +43 -47 +22
Permanent jobs citing Data Science 52 127 124
As % of all permanent jobs advertised in Scotland 1.77% 1.90% 2.68%
As % of the Processes & Methodologies category 1.91% 2.06% 2.84%
Number of salaries quoted 25 51 40
10th Percentile - £46,306 £48,875
25th Percentile £45,000 £56,832 £53,750
Median annual salary (50th Percentile) £57,500 £69,500 £66,250
Median % change year-on-year -17.27% +4.91% +10.42%
75th Percentile £70,000 £73,250 £87,419
90th Percentile £85,995 £96,539 £93,875
UK median annual salary £71,991 £65,000 £70,000
% change year-on-year +10.76% -7.14% -

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 2,723 6,177 4,369
As % of all permanent jobs advertised in Scotland 92.81% 92.44% 94.28%
Number of salaries quoted 1,341 2,398 2,191
10th Percentile £31,250 £28,750 £32,055
25th Percentile £43,750 £40,500 £42,000
Median annual salary (50th Percentile) £53,500 £52,500 £57,500
Median % change year-on-year +1.90% -8.70% +5.50%
75th Percentile £62,500 £65,000 £72,500
90th Percentile £82,798 £80,000 £85,000
UK median annual salary £57,500 £55,000 £61,180
% change year-on-year +4.55% -10.10% +1.97%

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

3-month moving average salary quoted in jobs citing Data Science in Scotland.

Salary trend for Data Science in Scotland

Data Science
Salary Histogram in Scotland

Salary distribution for jobs citing Data Science in Scotland over the 6 months to 15 May 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 15 May 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 -6 46 £57,500 -17.86% 34
Glasgow +145 3 £60,000 - 20
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 2 (3.85%) Apache
1 2 (3.85%) Apache Airflow
1 2 (3.85%) Apache Spark
2 1 (1.92%) Jupyter
2 1 (1.92%) SAS
Applications
1 1 (1.92%) SPSS
Cloud Services
1 15 (28.85%) AWS
1 15 (28.85%) Power Platform
2 7 (13.46%) Amazon SageMaker
2 7 (13.46%) Snowflake
3 5 (9.62%) GitHub
4 4 (7.69%) Amazon EC2
4 4 (7.69%) Amazon S3
4 4 (7.69%) Azure
5 3 (5.77%) GCP
6 2 (3.85%) Amazon EMR
6 2 (3.85%) AWS Lambda
6 2 (3.85%) dbt
6 2 (3.85%) Serverless
7 1 (1.92%) AWS IoT
7 1 (1.92%) Azure Stack
7 1 (1.92%) OCI
Communications & Networking
1 1 (1.92%) Bluetooth
1 1 (1.92%) Ethernet
1 1 (1.92%) LoRaWAN
1 1 (1.92%) Modbus
1 1 (1.92%) MQTT
Database & Business Intelligence
1 19 (36.54%) Tableau
2 15 (28.85%) Power BI
3 6 (11.54%) Big Data
4 3 (5.77%) Data Lake
5 2 (3.85%) Amazon RDS
5 2 (3.85%) Looker
5 2 (3.85%) MongoDB
5 2 (3.85%) NoSQL
6 1 (1.92%) Data Warehouse
6 1 (1.92%) Flink
6 1 (1.92%) Relational Database
6 1 (1.92%) SQL Server
6 1 (1.92%) SQL Server Analysis Services
6 1 (1.92%) SQL Server Integration Services
6 1 (1.92%) SQL Server Reporting Services
Development Applications
1 8 (15.38%) Git
2 3 (5.77%) GitLab
General
1 33 (63.46%) Social Skills
2 29 (55.77%) Finance
3 18 (34.62%) Analytical Skills
4 15 (28.85%) Banking
5 9 (17.31%) Legal
6 6 (11.54%) Marketing
7 5 (9.62%) Influencing Skills
8 3 (5.77%) Electronics
8 3 (5.77%) Manufacturing
8 3 (5.77%) Public Sector
8 3 (5.77%) Retail Banking
8 3 (5.77%) Social Science
8 3 (5.77%) Telecoms
9 2 (3.85%) Automotive
9 2 (3.85%) Front Office
9 2 (3.85%) Tech for Good
10 1 (1.92%) Agriculture
10 1 (1.92%) Retail
10 1 (1.92%) Wholesale Banking
Job Titles
1 14 (26.92%) Data Scientist
2 11 (21.15%) Senior
3 6 (11.54%) Lead
3 6 (11.54%) Senior Data Scientist
4 5 (9.62%) Analyst
4 5 (9.62%) Data Analyst
4 5 (9.62%) Data Manager
4 5 (9.62%) Data Science Graduate
4 5 (9.62%) Graduate
5 4 (7.69%) Architect
5 4 (7.69%) Senior Manager
6 3 (5.77%) Audit Manager
6 3 (5.77%) Data Engineer
6 3 (5.77%) Product Owner
6 3 (5.77%) Risk Manager
6 3 (5.77%) Software Engineer
7 2 (3.85%) Consultant
7 2 (3.85%) Data Architect
7 2 (3.85%) Data Science Leader
7 2 (3.85%) Lead Enterprise Architect
Libraries, Frameworks & Software Standards
1 4 (7.69%) scikit-learn
2 3 (5.77%) PyTorch
2 3 (5.77%) TensorFlow
3 2 (3.85%) FastAPI
3 2 (3.85%) Google JAX
3 2 (3.85%) JAX
3 2 (3.85%) Kafka
3 2 (3.85%) NumPy
3 2 (3.85%) React
4 1 (1.92%) LangChain
4 1 (1.92%) Pandas
Miscellaneous
1 14 (26.92%) Algorithms
2 5 (9.62%) Credit Risk
2 5 (9.62%) Learning Management System
3 3 (5.77%) Product Ownership
4 2 (3.85%) Cloud Native
4 2 (3.85%) Distributed Computing
4 2 (3.85%) IoT
4 2 (3.85%) Mobile Banking
5 1 (1.92%) ARM Cortex
5 1 (1.92%) Embedded Systems
5 1 (1.92%) Enterprise Software
Operating Systems
1 5 (9.62%) Linux
2 2 (3.85%) Unix
3 1 (1.92%) Windows
Processes & Methodologies
1 33 (63.46%) Analytics
2 25 (48.08%) Machine Learning
2 25 (48.08%) Visualisation
3 23 (44.23%) Business Intelligence
4 21 (40.38%) Artificial Intelligence
5 17 (32.69%) Data Visualisation
6 15 (28.85%) Agile
7 14 (26.92%) Decision-Making
8 12 (23.08%) Data Engineering
9 11 (21.15%) Data Analysis
10 10 (19.23%) Business Strategy
11 9 (17.31%) Problem-Solving
11 9 (17.31%) Software Engineering
12 8 (15.38%) Actionable Insight
12 8 (15.38%) Data Analytics
12 8 (15.38%) Statistical Modelling
13 7 (13.46%) Data Management
13 7 (13.46%) Mathematics
13 7 (13.46%) Statistical Analysis
13 7 (13.46%) Storytelling
Programming Languages
1 29 (55.77%) Python
2 19 (36.54%) SQL
3 4 (7.69%) R
4 2 (3.85%) JavaScript
5 1 (1.92%) Bash
5 1 (1.92%) C
5 1 (1.92%) C++
5 1 (1.92%) T-SQL
Qualifications
1 21 (40.38%) Degree
2 13 (25.00%) Master's Degree
3 10 (19.23%) PhD
4 2 (3.85%) Computer Science Degree
5 1 (1.92%) DBS Check
Quality Assurance & Compliance
1 5 (9.62%) QA
2 4 (7.69%) Actionable Recommendations
3 2 (3.85%) California Consumer Privacy Act
3 2 (3.85%) Data Quality
3 2 (3.85%) GDPR
3 2 (3.85%) PCI DSS
4 1 (1.92%) JTAG
System Software
1 1 (1.92%) Docker
1 1 (1.92%) Embedded Firmware
1 1 (1.92%) Firmware
Systems Management
1 1 (1.92%) Kubernetes
Vendors
1 5 (9.62%) Microsoft
2 3 (5.77%) SAP
3 2 (3.85%) Informatica
3 2 (3.85%) Oracle
4 1 (1.92%) Google
4 1 (1.92%) NVIDIA