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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 115 175 105
Rank change year-on-year +60 -70 +41
Permanent jobs citing Data Science 49 114 127
As % of all permanent jobs advertised in Scotland 1.65% 1.67% 2.82%
As % of the Processes & Methodologies category 1.78% 1.83% 2.99%
Number of salaries quoted 21 46 43
10th Percentile £45,000 £46,306 £43,600
25th Percentile £50,000 £51,250 £53,750
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% +17.39%
75th Percentile £83,738 £73,250 £84,023
90th Percentile £87,500 £96,539 £93,750
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 2,758 6,226 4,250
As % of all permanent jobs advertised in Scotland 92.64% 91.40% 94.47%
Number of salaries quoted 1,306 2,433 2,111
10th Percentile £30,650 £28,500 £32,000
25th Percentile £38,750 £40,000 £42,000
Median annual salary (50th Percentile) £52,000 £52,500 £57,500
Median % change year-on-year -0.95% -8.70% +4.55%
75th Percentile £61,250 £65,000 £72,500
90th Percentile £82,500 £80,000 £85,000
UK median annual salary £57,500 £55,000 £61,000
% change year-on-year +4.55% -9.84% +1.67%

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 28 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 28 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 -3 42 £70,000 - 28
Glasgow +130 4 £60,000 - 22
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 3 (6.12%) Apache Airflow
2 2 (4.08%) Apache
2 2 (4.08%) Apache Spark
3 1 (2.04%) Jupyter
3 1 (2.04%) SAS
Applications
1 1 (2.04%) SPSS
Cloud Services
1 15 (30.61%) AWS
2 14 (28.57%) Power Platform
3 8 (16.33%) Amazon SageMaker
4 7 (14.29%) Snowflake
5 4 (8.16%) Amazon EC2
5 4 (8.16%) Amazon S3
6 3 (6.12%) Azure
6 3 (6.12%) GCP
6 3 (6.12%) GitHub
7 2 (4.08%) Amazon EMR
7 2 (4.08%) AWS Lambda
7 2 (4.08%) dbt
7 2 (4.08%) Serverless
8 1 (2.04%) AWS IoT
8 1 (2.04%) Azure Stack
8 1 (2.04%) OCI
Communications & Networking
1 1 (2.04%) Bluetooth
1 1 (2.04%) Ethernet
1 1 (2.04%) LoRaWAN
1 1 (2.04%) Modbus
1 1 (2.04%) MQTT
Database & Business Intelligence
1 20 (40.82%) Tableau
2 14 (28.57%) Power BI
3 7 (14.29%) Big Data
4 3 (6.12%) Data Lake
5 2 (4.08%) Amazon RDS
5 2 (4.08%) Looker
5 2 (4.08%) MongoDB
5 2 (4.08%) NoSQL
6 1 (2.04%) Flink
Development Applications
1 6 (12.24%) Git
2 1 (2.04%) GitLab
General
1 31 (63.27%) Social Skills
2 26 (53.06%) Finance
3 16 (32.65%) Analytical Skills
4 12 (24.49%) Banking
5 6 (12.24%) Legal
5 6 (12.24%) Marketing
6 5 (10.20%) Influencing Skills
7 3 (6.12%) Electronics
7 3 (6.12%) Manufacturing
7 3 (6.12%) Public Sector
7 3 (6.12%) Telecoms
8 2 (4.08%) Automotive
8 2 (4.08%) Front Office
8 2 (4.08%) Retail
8 2 (4.08%) Tech for Good
8 2 (4.08%) Wholesale Banking
9 1 (2.04%) Agriculture
9 1 (2.04%) Law
9 1 (2.04%) Retail Banking
9 1 (2.04%) Social Science
Job Titles
1 14 (28.57%) Data Scientist
2 11 (22.45%) Senior
3 6 (12.24%) Lead
3 6 (12.24%) Senior Data Scientist
4 5 (10.20%) Analyst
4 5 (10.20%) Data Analyst
4 5 (10.20%) Data Manager
5 4 (8.16%) Architect
5 4 (8.16%) Senior Manager
5 4 (8.16%) Software Engineer
6 3 (6.12%) Data Engineer
6 3 (6.12%) Product Owner
7 2 (4.08%) Consultant
7 2 (4.08%) Data Architect
7 2 (4.08%) Data Science Graduate
7 2 (4.08%) Data Science Leader
7 2 (4.08%) Enterprise Architect
7 2 (4.08%) Informatica Engineer
7 2 (4.08%) Lead Architect
7 2 (4.08%) Lead Enterprise Architect
Libraries, Frameworks & Software Standards
1 5 (10.20%) scikit-learn
2 3 (6.12%) Kafka
2 3 (6.12%) NumPy
2 3 (6.12%) PyTorch
2 3 (6.12%) TensorFlow
3 2 (4.08%) FastAPI
3 2 (4.08%) Google JAX
3 2 (4.08%) JAX
3 2 (4.08%) Pandas
3 2 (4.08%) React
4 1 (2.04%) LangChain
4 1 (2.04%) PySpark
Miscellaneous
1 13 (26.53%) Algorithms
2 3 (6.12%) Product Ownership
3 2 (4.08%) Cloud Native
3 2 (4.08%) Credit Risk
3 2 (4.08%) Distributed Computing
3 2 (4.08%) IoT
3 2 (4.08%) Learning Management System
3 2 (4.08%) Mobile Banking
4 1 (2.04%) ARM Cortex
4 1 (2.04%) Embedded Systems
4 1 (2.04%) Enterprise Software
Operating Systems
1 5 (10.20%) Linux
2 2 (4.08%) Unix
3 1 (2.04%) Windows
Processes & Methodologies
1 30 (61.22%) Analytics
2 23 (46.94%) Machine Learning
2 23 (46.94%) Visualisation
3 19 (38.78%) Artificial Intelligence
3 19 (38.78%) Business Intelligence
4 13 (26.53%) Data Visualisation
5 12 (24.49%) Agile
5 12 (24.49%) Decision-Making
6 11 (22.45%) Business Strategy
6 11 (22.45%) Data Analysis
6 11 (22.45%) Software Engineering
7 10 (20.41%) Problem-Solving
8 8 (16.33%) Actionable Insight
8 8 (16.33%) Data Engineering
8 8 (16.33%) Mathematics
9 7 (14.29%) Risk Management
9 7 (14.29%) Statistical Analysis
9 7 (14.29%) Storytelling
10 6 (12.24%) Roadmaps
10 6 (12.24%) Strategic Thinking
Programming Languages
1 27 (55.10%) Python
2 15 (30.61%) SQL
3 4 (8.16%) R
4 2 (4.08%) JavaScript
5 1 (2.04%) Bash
5 1 (2.04%) C
5 1 (2.04%) C++
Qualifications
1 17 (34.69%) Degree
2 10 (20.41%) Master's Degree
3 7 (14.29%) PhD
4 2 (4.08%) Computer Science Degree
5 1 (2.04%) DBS Check
Quality Assurance & Compliance
1 4 (8.16%) Actionable Recommendations
2 3 (6.12%) QA
3 2 (4.08%) California Consumer Privacy Act
3 2 (4.08%) Data Quality
3 2 (4.08%) GDPR
3 2 (4.08%) PCI DSS
4 1 (2.04%) JTAG
System Software
1 1 (2.04%) Docker
1 1 (2.04%) Embedded Firmware
1 1 (2.04%) Firmware
Systems Management
1 2 (4.08%) Kubernetes
Vendors
1 4 (8.16%) Microsoft
2 3 (6.12%) SAP
3 2 (4.08%) Informatica
3 2 (4.08%) Oracle
4 1 (2.04%) Google
4 1 (2.04%) NVIDIA