Data Science Contracts in Scotland

Data Science
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland 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 77 121 144
Rank change year-on-year +44 +23 -10
Contract jobs citing Data Science 40 8 19
As % of all contract jobs advertised in Scotland 2.46% 0.36% 0.66%
As % of the Processes & Methodologies category 2.64% 0.41% 0.72%
Number of daily rates quoted 14 6 12
10th Percentile £406 £401 £351
25th Percentile £437 £446 £409
Median daily rate (50th Percentile) £467 £488 £480
Median % change year-on-year -4.15% +1.56% -8.57%
75th Percentile £526 £694 £619
90th Percentile £550 £750 £776
UK median daily rate £548 £525 £550
% change year-on-year +4.29% -4.55% -5.17%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £35.00
UK median hourly rate £25.47 £35.50 £28.58
% change year-on-year -28.27% +24.21% -23.79%

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 contract job vacancies requiring process or methodology skills in Scotland.

Contract vacancies with a requirement for process or methodology skills 1,518 1,963 2,651
As % of all contract IT jobs advertised in Scotland 93.42% 88.54% 92.63%
Number of daily rates quoted 920 1,196 1,908
10th Percentile £263 £229 £263
25th Percentile £375 £400 £408
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +2.15%
75th Percentile £550 £588 £556
90th Percentile £606 £675 £650
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 47 94 54
10th Percentile £16.19 £12.36 £10.63
25th Percentile £17.30 £16.00 £11.51
Median hourly rate £21.59 £19.34 £17.72
Median % change year-on-year +11.66% +9.11% -55.69%
75th Percentile £24.66 £40.94 £53.75
90th Percentile £51.48 £60.75 £66.09
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

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
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Data Science in Scotland

Data Science
Daily Rate Histogram in Scotland

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

Daily rate histogram for Data Science in Scotland

Data Science
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Science within the Scotland region over the 6 months to 1 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow +30 32 £468 +2.19% 17
Edinburgh +9 8 £463 -33.93% 38
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 7 (17.50%) Jupyter
2 1 (2.50%) Apache Airflow
2 1 (2.50%) Apache Spark
Cloud Services
1 12 (30.00%) Cloud Computing
2 5 (12.50%) AWS
3 3 (7.50%) Azure
4 2 (5.00%) GCP
5 1 (2.50%) Amazon EMR
5 1 (2.50%) Amazon S3
5 1 (2.50%) Azure Data Factory
5 1 (2.50%) Azure DevOps
5 1 (2.50%) Azure Synapse Analytics
5 1 (2.50%) Snowflake
Database & Business Intelligence
1 12 (30.00%) KDB
1 12 (30.00%) Kdb+
2 5 (12.50%) Data Warehouse
3 3 (7.50%) Amazon Redshift
4 2 (5.00%) Neo4j
4 2 (5.00%) Oracle Database
4 2 (5.00%) Oracle Reports
5 1 (2.50%) Amazon Athena
5 1 (2.50%) Amazon RDS
5 1 (2.50%) Azure SQL Database
5 1 (2.50%) Data Lake
5 1 (2.50%) Elasticsearch
5 1 (2.50%) PostgreSQL
5 1 (2.50%) PowerCenter
5 1 (2.50%) SQL Server
5 1 (2.50%) Tableau
Development Applications
1 2 (5.00%) Git
2 1 (2.50%) GitLab
2 1 (2.50%) PyCharm
2 1 (2.50%) Visual Studio
General
1 30 (75.00%) Social Skills
2 26 (65.00%) Banking
3 23 (57.50%) Investment Banking
4 16 (40.00%) Finance
5 8 (20.00%) Analytical Skills
6 2 (5.00%) Organisational Skills
6 2 (5.00%) Public Sector
6 2 (5.00%) Retail Banking
7 1 (2.50%) Legal
7 1 (2.50%) Pharmaceutical
7 1 (2.50%) Retail
Job Titles
1 21 (52.50%) Developer
2 17 (42.50%) Python Developer
3 12 (30.00%) C++ Developer
4 11 (27.50%) Investment Banking C++ Developer
4 11 (27.50%) Linux Developer
4 11 (27.50%) Senior
4 11 (27.50%) Senior C++ Developer
4 11 (27.50%) Senior Developer
4 11 (27.50%) Senior Python Developer
5 10 (25.00%) Artificial Intelligence Engineer
6 8 (20.00%) JavaScript Engineer
6 8 (20.00%) Python Engineer
7 5 (12.50%) Analyst
7 5 (12.50%) Data Analyst
8 2 (5.00%) Artificial Intelligence Developer
8 2 (5.00%) Data Scientist
9 1 (2.50%) Consultant
9 1 (2.50%) Data Analytics Engineer
9 1 (2.50%) Data Engineer
Libraries, Frameworks & Software Standards
1 2 (5.00%) NumPy
1 2 (5.00%) Pandas
1 2 (5.00%) scikit-learn
2 1 (2.50%) PySpark
2 1 (2.50%) PyTorch
2 1 (2.50%) TensorFlow
Miscellaneous
1 17 (42.50%) Enterprise Software
2 11 (27.50%) Distributed Systems
3 8 (20.00%) Management Information System
4 3 (7.50%) Data Protection Act
5 1 (2.50%) Analytical Mindset
5 1 (2.50%) Legacy Systems
5 1 (2.50%) Product Ownership
5 1 (2.50%) Reference Data
5 1 (2.50%) Team-Oriented Environment
5 1 (2.50%) Video\Live Streaming
Operating Systems
1 18 (45.00%) Linux
1 18 (45.00%) Windows
Processes & Methodologies
1 19 (47.50%) Containerisation
2 18 (45.00%) SDLC
3 16 (40.00%) Machine Learning
4 15 (37.50%) Artificial Intelligence
5 13 (32.50%) Decision-Making
6 12 (30.00%) Problem-Solving
6 12 (30.00%) Statistical Analysis
7 11 (27.50%) Critical Thinking
7 11 (27.50%) Data Security
7 11 (27.50%) Experimental Design
7 11 (27.50%) Natural Language Processing
7 11 (27.50%) Risk Management
8 10 (25.00%) Task Automation
9 9 (22.50%) Community of Practice
9 9 (22.50%) Data-Driven Decision Making
10 8 (20.00%) Analytics
11 6 (15.00%) Data Analysis
12 5 (12.50%) Data Cleansing
12 5 (12.50%) Data Governance
12 5 (12.50%) ETL
Programming Languages
1 35 (87.50%) Python
2 12 (30.00%) C++
3 11 (27.50%) Java
3 11 (27.50%) JavaScript
3 11 (27.50%) TypeScript
4 10 (25.00%) SQL
5 6 (15.00%) R
6 4 (10.00%) Perl
7 1 (2.50%) T-SQL
Qualifications
1 5 (12.50%) Degree
2 1 (2.50%) Azure Certification
2 1 (2.50%) Computer Science Degree
2 1 (2.50%) Microsoft Certification
Quality Assurance & Compliance
1 6 (15.00%) Data Quality
2 3 (7.50%) QA
3 2 (5.00%) Disclosure Scotland
System Software
1 19 (47.50%) Docker
Systems Management
1 19 (47.50%) Kubernetes
2 1 (2.50%) Terraform
Vendors
1 2 (5.00%) Oracle
2 1 (2.50%) Alteryx
2 1 (2.50%) Databricks
2 1 (2.50%) Google
2 1 (2.50%) Informatica
2 1 (2.50%) Microsoft
2 1 (2.50%) OpenAI
2 1 (2.50%) Teradata
2 1 (2.50%) TSYS