Data Analytics Contracts in Edinburgh

Data Analytics
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Data Analytics skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Analytics 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 58 69 95
Rank change year-on-year +11 +26 +10
Contract jobs citing Data Analytics 9 3 17
As % of all contract jobs advertised in Edinburgh 1.44% 0.37% 1.30%
As % of the Processes & Methodologies category 1.52% 0.42% 1.37%
Number of daily rates quoted 7 1 15
10th Percentile £446 - £313
25th Percentile £459 £413 £356
Median daily rate (50th Percentile) £475 £425 £575
Median % change year-on-year +11.76% -26.09% +19.79%
75th Percentile £513 £438 £688
90th Percentile £525 - -
Scotland median daily rate £500 £450 £575
% change year-on-year +11.11% -21.74% +27.78%

All Process and Methodology Skills
Edinburgh

Data Analytics 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 Analytics
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Analytics in Edinburgh

Data Analytics
Contractor Daily Rate Trend in Edinburgh

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

Daily rate trend for Data Analytics in Edinburgh

Data Analytics
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 (11.11%) Adobe Experience Manager
1 1 (11.11%) Jupyter
Cloud Services
1 3 (33.33%) Amazon S3
1 3 (33.33%) AWS
1 3 (33.33%) Azure
2 2 (22.22%) AWS Lambda
2 2 (22.22%) Azure DevOps
2 2 (22.22%) GitHub
2 2 (22.22%) Serverless
3 1 (11.11%) Amazon EC2
3 1 (11.11%) Azure Data Factory
3 1 (11.11%) Azure Synapse Analytics
3 1 (11.11%) Cloud Computing
Database & Business Intelligence
1 3 (33.33%) Data Warehouse
1 3 (33.33%) Oracle Database
2 1 (11.11%) Amazon RDS
2 1 (11.11%) Amazon Redshift
2 1 (11.11%) Azure SQL Database
2 1 (11.11%) Data Lake
Development Applications
1 1 (11.11%) Git
1 1 (11.11%) PyCharm
1 1 (11.11%) Visual Studio
General
1 3 (33.33%) Banking
1 3 (33.33%) Finance
1 3 (33.33%) Public Sector
2 2 (22.22%) Retail Banking
3 1 (11.11%) Analytical Skills
3 1 (11.11%) Corporate Banking
3 1 (11.11%) Investment Banking
3 1 (11.11%) Organisational Skills
3 1 (11.11%) Retail
3 1 (11.11%) Social Skills
Job Titles
1 2 (22.22%) Cloud Engineer
1 2 (22.22%) Data Engineer
1 2 (22.22%) Developer
2 1 (11.11%) Analyst
2 1 (11.11%) Angular Developer
2 1 (11.11%) Azure Developer
2 1 (11.11%) Business Analyst
2 1 (11.11%) C# Developer
2 1 (11.11%) Data Analytics Engineer
2 1 (11.11%) Data Scientist
2 1 (11.11%) DBA
2 1 (11.11%) Full-Stack C# Developer
2 1 (11.11%) Full-Stack Developer
2 1 (11.11%) Oracle DBA
2 1 (11.11%) Payments Analyst
2 1 (11.11%) Payments Business Analyst
2 1 (11.11%) Project Manager
2 1 (11.11%) Technical Manager
2 1 (11.11%) Technical Project Manager
2 1 (11.11%) Web Developer
Libraries, Frameworks & Software Standards
1 2 (22.22%) .NET
1 2 (22.22%) AngularJS
1 2 (22.22%) ASP.NET
1 2 (22.22%) ASP.NET Core
2 1 (11.11%) NumPy
2 1 (11.11%) Pandas
2 1 (11.11%) scikit-learn
Miscellaneous
1 2 (22.22%) Cloud Native
2 1 (11.11%) Oracle Licensing
2 1 (11.11%) Replication
2 1 (11.11%) Team-Oriented Environment
2 1 (11.11%) Video\Live Streaming
Processes & Methodologies
1 9 (100.00%) Analytics
2 6 (66.67%) Data Engineering
3 4 (44.44%) Agile
4 3 (33.33%) Computer Science
4 3 (33.33%) Data Pipeline
4 3 (33.33%) DevOps
4 3 (33.33%) ETL
5 2 (22.22%) Data Science
5 2 (22.22%) Full-Stack Development
5 2 (22.22%) Migration
5 2 (22.22%) Performance Optimisation
5 2 (22.22%) Web Development
6 1 (11.11%) Artificial Intelligence
6 1 (11.11%) Asset Management
6 1 (11.11%) Change Management
6 1 (11.11%) Data Management
6 1 (11.11%) Data Modelling
6 1 (11.11%) Software Engineering
6 1 (11.11%) Statistical Analysis
6 1 (11.11%) Workflow
Programming Languages
1 6 (66.67%) Python
2 4 (44.44%) SQL
3 2 (22.22%) C#
3 2 (22.22%) TypeScript
Qualifications
1 3 (33.33%) AWS Certification
1 3 (33.33%) Computer Science Degree
1 3 (33.33%) Degree
2 2 (22.22%) AWS Certified Solutions Architect
3 1 (11.11%) Azure Certification
3 1 (11.11%) Microsoft Certification
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
1 1 (11.11%) Disclosure Scotland
System Software
1 1 (11.11%) Oracle RAC
Systems Management
1 2 (22.22%) Kubernetes
2 1 (11.11%) Oracle RMAN
Vendors
1 3 (33.33%) Oracle
2 1 (11.11%) Adobe
2 1 (11.11%) Databricks
2 1 (11.11%) Microsoft
2 1 (11.11%) ServiceNow