Data Development Contracts

Data Development
UK

The table below provides summary statistics for contract job vacancies requiring Data Development skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Development 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 484 545 660
Rank change year-on-year +61 +115 +49
Contract jobs citing Data Development 36 37 58
As % of all contract jobs advertised in the UK 0.12% 0.085% 0.097%
As % of the Processes & Methodologies category 0.14% 0.098% 0.11%
Number of daily rates quoted 28 19 37
10th Percentile £350 £378 £445
25th Percentile £400 £416 £510
Median daily rate (50th Percentile) £578 £560 £650
Median % change year-on-year +3.13% -13.85% +4.00%
75th Percentile £706 £744 £775
90th Percentile £814 £785 £825
UK excluding London median daily rate £375 £500 £573
% change year-on-year -25.00% -12.66% +9.05%
Number of hourly rates quoted 1 1 0
10th Percentile - - -
25th Percentile £62.50 £17.13 -
Median hourly rate £65.00 £17.25 -
Median % change year-on-year +276.81% - -
75th Percentile £67.50 £17.38 -
90th Percentile - - -
UK excluding London median hourly rate - £17.25 -

All Process and Methodology Skills
UK

Data Development 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.

Contract vacancies with a requirement for process or methodology skills 26,594 37,597 53,655
As % of all contract IT jobs advertised in the UK 90.84% 86.31% 89.91%
Number of daily rates quoted 17,149 24,227 37,238
10th Percentile £308 £300 £325
25th Percentile £413 £413 £438
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -0.95% -4.55% +4.76%
75th Percentile £630 £638 £650
90th Percentile £743 £750 £750
UK excluding London median daily rate £483 £500 £500
% change year-on-year -3.50% - +5.26%
Number of hourly rates quoted 1,071 2,443 1,746
10th Percentile £14.41 £12.75 £11.00
25th Percentile £18.21 £16.00 £16.25
Median hourly rate £29.00 £35.65 £37.30
Median % change year-on-year -18.65% -4.42% +49.20%
75th Percentile £60.38 £59.98 £65.00
90th Percentile £75.00 £72.50 £75.00
UK excluding London median hourly rate £27.50 £37.34 £36.00
% change year-on-year -26.35% +3.72% +80.00%

Data Development
Job Vacancy Trend

Job postings citing Data Development as a proportion of all IT jobs advertised.

Job vacancy trend for Data Development in the UK

Data Development
Contractor Daily Rate Trend

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

Daily rate trend for Data Development in the UK

Data Development
Daily Rate Histogram

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

Daily rate histogram for Data Development in the UK

Data Development
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Development.

Hourly rate trend for Data Development in the UK

Data Development
Top 11 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Development within the UK 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
England +52 32 £670 +19.64% 32
London +37 23 £670 -7.59% 20
Work from Home +45 14 £670 +34.00% 20
UK excluding London +62 11 £375 -25.00% 17
Midlands +20 5 £375 -14.29% 3
North of England +20 2 - - 1
West Midlands +10 2 £450 +2.86%
North East - 2 - - 1
Wales - 2 £206 -
South East +45 1 £400 -46.67% 7
Scotland - 1 £550 - 2

Data Development
Co-occurring Skills and Capabilities 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 6 (16.67%) BizTalk Server
2 3 (8.33%) Jupyter
Applications
1 1 (2.78%) Microsoft Excel
Business Applications
1 1 (2.78%) Dynamics CRM
Cloud Services
1 21 (58.33%) Azure
2 16 (44.44%) AWS
3 14 (38.89%) Power Platform
4 11 (30.56%) Serverless
5 9 (25.00%) AWS Lambda
6 8 (22.22%) Azure Logic Apps
7 7 (19.44%) Azure Functions
8 6 (16.67%) Azure Cosmos DB
8 6 (16.67%) dbt
9 5 (13.89%) Azure Storage
9 5 (13.89%) Snowflake
10 4 (11.11%) Azure Data Factory
10 4 (11.11%) Azure DevOps
11 3 (8.33%) Amazon EMR
11 3 (8.33%) Amazon S3
11 3 (8.33%) Amazon SQS
12 2 (5.56%) Azure Service Bus
12 2 (5.56%) GCP
12 2 (5.56%) GitHub
12 2 (5.56%) PaaS
Communications & Networking
1 3 (8.33%) SMS
Database & Business Intelligence
1 14 (38.89%) Power BI
2 8 (22.22%) Data Warehouse
3 7 (19.44%) Metadata
4 6 (16.67%) Azure SQL Database
4 6 (16.67%) Metadata Repository
4 6 (16.67%) MongoDB
5 4 (11.11%) Data Lake
6 3 (8.33%) PostgreSQL
7 2 (5.56%) NoSQL
8 1 (2.78%) Amazon Athena
8 1 (2.78%) Amazon RDS
8 1 (2.78%) Amazon Redshift
8 1 (2.78%) Azure SQL Data Warehouse
8 1 (2.78%) Relational Database
8 1 (2.78%) Spark SQL
8 1 (2.78%) SQL Server Integration Services
8 1 (2.78%) SQL Server Reporting Services
Development Applications
1 3 (8.33%) GitLab
1 3 (8.33%) Jenkins
1 3 (8.33%) Maven
1 3 (8.33%) Visual Studio
General
1 11 (30.56%) Finance
2 6 (16.67%) Inclusion and Diversity
2 6 (16.67%) Social Skills
3 4 (11.11%) Back Office
3 4 (11.11%) Front Office
3 4 (11.11%) Public Sector
4 3 (8.33%) Analytical Skills
5 2 (5.56%) Presentation Skills
6 1 (2.78%) Advertising
6 1 (2.78%) Banking
6 1 (2.78%) Influencing Skills
6 1 (2.78%) Marketing
Job Titles
1 11 (30.56%) Lead
2 8 (22.22%) Data Engineer
2 8 (22.22%) Developer
3 7 (19.44%) Architect
3 7 (19.44%) Software Engineer
4 6 (16.67%) Lead Architect
4 6 (16.67%) Senior
4 6 (16.67%) Snowflake Developer
5 4 (11.11%) C# Software Engineer
5 4 (11.11%) Data Architect
6 3 (8.33%) Lead Data Architect
6 3 (8.33%) Lead Data Engineer
6 3 (8.33%) Lead Developer
6 3 (8.33%) Senior C# Software Engineer
6 3 (8.33%) Senior Software Engineer
6 3 (8.33%) Snowflake Architect
7 2 (5.56%) .NET Software Engineer
7 2 (5.56%) Algorithmic Trading Developer
7 2 (5.56%) Full-Stack Engineer
7 2 (5.56%) Principal Engineer
Libraries, Frameworks & Software Standards
1 12 (33.33%) .NET
2 9 (25.00%) .NET Core
2 9 (25.00%) Blazor
3 6 (16.67%) Spring
3 6 (16.67%) Spring Boot
4 5 (13.89%) PySpark
5 3 (8.33%) Hibernate
5 3 (8.33%) JPA
5 3 (8.33%) Kafka
5 3 (8.33%) WPF
6 1 (2.78%) REST
Miscellaneous
1 9 (25.00%) Cloud Native
2 5 (13.89%) Legacy Systems
2 5 (13.89%) TWAP
2 5 (13.89%) VWAP
3 4 (11.11%) Algorithms
4 2 (5.56%) Product Ownership
5 1 (2.78%) Data Protection Act
5 1 (2.78%) Management Information System
5 1 (2.78%) NHS
5 1 (2.78%) Renewable Energy
5 1 (2.78%) Solar Panel
Operating Systems
1 6 (16.67%) Windows
2 1 (2.78%) Linux
Processes & Methodologies
1 14 (38.89%) Business Intelligence
2 13 (36.11%) CI/CD
2 13 (36.11%) Data Integration
3 12 (33.33%) Agile
4 10 (27.78%) Data Modelling
5 9 (25.00%) Analytics
5 9 (25.00%) Software Engineering
6 8 (22.22%) Data Engineering
6 8 (22.22%) Data Governance
6 8 (22.22%) Full-Stack Development
7 7 (19.44%) Algorithmic Trading
7 7 (19.44%) Multithreading
8 6 (16.67%) DevOps
8 6 (16.67%) Low Latency
8 6 (16.67%) Microservices
8 6 (16.67%) SDLC
8 6 (16.67%) Workshop Facilitation
9 5 (13.89%) Data Science
9 5 (13.89%) Data Strategy
9 5 (13.89%) Problem-Solving
Programming Languages
1 23 (63.89%) SQL
2 15 (41.67%) Python
3 9 (25.00%) T-SQL
4 8 (22.22%) C#
5 7 (19.44%) C++
5 7 (19.44%) Go
6 6 (16.67%) JavaScript
6 6 (16.67%) PL/SQL
7 4 (11.11%) Java
Qualifications
1 4 (11.11%) Degree
2 3 (8.33%) Computer Science Degree
2 3 (8.33%) SC Cleared
2 3 (8.33%) Security Cleared
3 2 (5.56%) Azure Certification
4 1 (2.78%) AWS Certification
4 1 (2.78%) Master's Degree
4 1 (2.78%) Microsoft Certification
Quality Assurance & Compliance
1 3 (8.33%) Data Quality
2 1 (2.78%) GDPR
2 1 (2.78%) QA
System Software
1 2 (5.56%) Docker
Systems Management
1 8 (22.22%) Kubernetes
2 4 (11.11%) Terraform
Vendors
1 7 (19.44%) Databricks
1 7 (19.44%) Oracle
2 6 (16.67%) MuleSoft
3 2 (5.56%) Google
3 2 (5.56%) Microsoft
4 1 (2.78%) Cloudera
4 1 (2.78%) Remedy