Data Science Contracts in Edinburgh

Data Science
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Data Science skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Science over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 59 68 103
Rank change year-on-year +9 +35 +6
Contract jobs citing Data Science 8 4 9
As % of all contract jobs advertised in Edinburgh 1.28% 0.49% 0.69%
As % of the Processes & Methodologies category 1.35% 0.56% 0.73%
Number of daily rates quoted 5 2 6
10th Percentile £412 - £319
25th Percentile £431 £650 £444
Median daily rate (50th Percentile) £463 £700 £550
Median % change year-on-year -33.93% +27.27% +4.76%
75th Percentile £488 £750 £656
90th Percentile £525 - £731
Scotland median daily rate £467 £488 £480
% change year-on-year -4.15% +1.56% -8.57%

All Process and Methodology Skills
Edinburgh

Data Science falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Edinburgh.

Contract vacancies with a requirement for process or methodology skills 594 720 1,240
As % of all contract IT jobs advertised in Edinburgh 95.04% 88.34% 95.17%
Number of daily rates quoted 333 422 884
10th Percentile £214 £233 £254
25th Percentile £403 £413 £406
Median daily rate (50th Percentile) £471 £484 £475
Median % change year-on-year -2.59% +1.79% -
75th Percentile £541 £575 £545
90th Percentile £630 £663 £625
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +2.15%
Number of hourly rates quoted 24 31 11
10th Percentile - £15.10 £13.16
25th Percentile £17.30 £16.25 £17.72
Median hourly rate £22.44 £22.87 £21.26
Median % change year-on-year -1.89% +7.57% -46.85%
75th Percentile £25.59 £60.75 £53.75
90th Percentile £42.35 - £54.50
Scotland median hourly rate £21.59 £19.34 £17.72
% change year-on-year +11.66% +9.11% -55.69%

Data Science
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Science in Edinburgh

Data Science
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Data Science in Edinburgh.

Daily rate trend for Data Science in Edinburgh

Data Science
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Data Science in Edinburgh over the 6 months to 1 May 2025.

Daily rate histogram for Data Science in Edinburgh

Data Science
Co-occurring Skills and Capabilities in Edinburgh 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 (12.50%) Apache Airflow
1 1 (12.50%) Apache Spark
1 1 (12.50%) Jupyter
Cloud Services
1 4 (50.00%) AWS
2 2 (25.00%) Azure
3 1 (12.50%) Amazon EMR
3 1 (12.50%) Amazon S3
3 1 (12.50%) Azure Data Factory
3 1 (12.50%) Azure DevOps
3 1 (12.50%) Azure Synapse Analytics
3 1 (12.50%) Cloud Computing
3 1 (12.50%) GCP
3 1 (12.50%) Snowflake
Database & Business Intelligence
1 5 (62.50%) Data Warehouse
2 3 (37.50%) Amazon Redshift
3 2 (25.00%) Oracle Database
3 2 (25.00%) Oracle Reports
4 1 (12.50%) Amazon Athena
4 1 (12.50%) Amazon RDS
4 1 (12.50%) Azure SQL Database
4 1 (12.50%) Data Lake
4 1 (12.50%) PostgreSQL
4 1 (12.50%) PowerCenter
4 1 (12.50%) SQL Server
4 1 (12.50%) Tableau
Development Applications
1 1 (12.50%) Git
1 1 (12.50%) GitLab
1 1 (12.50%) PyCharm
1 1 (12.50%) Visual Studio
General
1 6 (75.00%) Social Skills
2 5 (62.50%) Analytical Skills
3 3 (37.50%) Banking
4 2 (25.00%) Finance
4 2 (25.00%) Public Sector
4 2 (25.00%) Retail Banking
5 1 (12.50%) Organisational Skills
5 1 (12.50%) Retail
Job Titles
1 4 (50.00%) Analyst
1 4 (50.00%) Data Analyst
2 2 (25.00%) Data Scientist
3 1 (12.50%) Consultant
3 1 (12.50%) Data Analytics Engineer
3 1 (12.50%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (12.50%) NumPy
1 1 (12.50%) Pandas
1 1 (12.50%) PySpark
1 1 (12.50%) scikit-learn
Miscellaneous
1 1 (12.50%) Data Protection Act
1 1 (12.50%) Legacy Systems
1 1 (12.50%) Team-Oriented Environment
1 1 (12.50%) Video\Live Streaming
Processes & Methodologies
1 6 (75.00%) Analytics
2 5 (62.50%) Data Analysis
2 5 (62.50%) Data Governance
2 5 (62.50%) ETL
3 4 (50.00%) Data Cleansing
4 3 (37.50%) Business Analytics
4 3 (37.50%) Data Engineering
4 3 (37.50%) Data Modelling
4 3 (37.50%) Stakeholder Management
4 3 (37.50%) Translating Business Requirements
4 3 (37.50%) Use Case
4 3 (37.50%) Validation
5 2 (25.00%) Data Analytics
5 2 (25.00%) Data Integration
5 2 (25.00%) Data Migration
5 2 (25.00%) Data Pipeline
5 2 (25.00%) Machine Learning
5 2 (25.00%) Migration
5 2 (25.00%) Visualisation
6 1 (12.50%) Data Management
Programming Languages
1 8 (100.00%) SQL
2 3 (37.50%) Python
3 1 (12.50%) T-SQL
Qualifications
1 5 (62.50%) Degree
2 1 (12.50%) Azure Certification
2 1 (12.50%) Computer Science Degree
2 1 (12.50%) Microsoft Certification
Quality Assurance & Compliance
1 5 (62.50%) Data Quality
2 3 (37.50%) QA
3 2 (25.00%) Disclosure Scotland
Vendors
1 2 (25.00%) Oracle
2 1 (12.50%) Databricks
2 1 (12.50%) Google
2 1 (12.50%) Informatica
2 1 (12.50%) Microsoft
2 1 (12.50%) Teradata
2 1 (12.50%) TSYS