Data Architect Contract Job Trends

Data Architect
UK

The median Data Architect daily rate in the UK is £600, according to job vacancies posted in the 6 months leading up to 17 September 2025.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 286 290 268
Rank change year-on-year +4 -22 -7
Contract jobs requiring a Data Architect 302 311 460
As % of all contract jobs advertised in the UK 0.92% 0.81% 0.93%
As % of the Job Titles category 1.01% 0.87% 0.98%
Number of daily rates quoted 192 216 334
10th Percentile £451 £488 £525
25th Percentile £513 £530 £606
Median daily rate (50th Percentile) £600 £625 £675
Median % change year-on-year -4.00% -7.41% +2.90%
75th Percentile £713 £750 £738
90th Percentile £775 £825 £813
UK excluding London median daily rate £575 £625 £650
% change year-on-year -8.00% -3.85% +4.00%
Number of hourly rates quoted 2 9 4
10th Percentile £41.31 £58.50 £39.15
25th Percentile £44.85 - £45.00
Median hourly rate £51.98 £60.00 £60.75
Median % change year-on-year -13.37% -1.23% +21.50%
75th Percentile £60.37 - £72.00
90th Percentile £64.65 £71.77 -
UK excluding London median hourly rate £38.96 £60.00 £72.00
% change year-on-year -35.07% -16.67% +44.00%

All Contract IT Job Vacancies
UK

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

Contract vacancies in the UK with a recognized job title 29,996 35,551 46,729
% of contract IT jobs with a recognized job title 91.07% 92.96% 94.22%
Number of daily rates quoted 18,952 21,923 31,999
10th Percentile £278 £300 £300
25th Percentile £400 £413 £425
Median daily rate (50th Percentile) £500 £525 £530
Median % change year-on-year -4.76% -0.94% -3.64%
75th Percentile £621 £638 £650
90th Percentile £725 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,570 1,683 1,490
10th Percentile £13.75 £14.73 £15.00
25th Percentile £17.30 £20.30 £19.06
Median hourly rate £25.15 £43.00 £43.88
Median % change year-on-year -41.51% -2.01% +68.77%
75th Percentile £52.50 £65.00 £65.00
90th Percentile £70.00 £75.00 £77.50
UK excluding London median hourly rate £25.15 £45.00 £42.50
% change year-on-year -44.11% +5.88% +93.18%

Data Architect
Job Vacancy Trend

Job postings that featured Data Architect in the job title as a proportion of all IT jobs advertised.

Job vacancy trend for Data Architect in the UK

Data Architect
Daily Rate Trend

Contractor daily rate distribution trend for Data Architect job vacancies in the UK.

Contractor daily rate distribution trend for Data Architect job vacancies in the UK

Data Architect
Daily Rate Histogram

Daily rate distribution for jobs citing Data Architect over the 6 months to 17 September 2025.

Daily rate histogram for Data Architect in the UK

Data Architect
Hourly Rate Trend

Contractor hourly rate distribution trend for Data Architect job vacancies in the UK.

Contractor hourly rate distribution trend for Data Architect job vacancies in the UK

Data Architect
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Architect over the 6 months to 17 September 2025.

Hourly rate histogram for Data Architect in the UK

Data Architect
Top 16 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Architect within the UK over the 6 months to 17 September 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 +9 256 £600 -7.69% 117
London +10 165 £600 -7.69% 66
Work from Home +11 101 £603 -1.63% 66
UK excluding London +7 94 £575 -8.00% 83
North of England -17 31 £538 +4.88% 17
Midlands 0 23 £600 -7.69% 9
West Midlands 0 19 £600 +1.69% 5
North West -16 18 £525 -0.94% 7
Scotland +6 17 £500 -28.57% 2
Yorkshire -10 13 £550 -1.79% 8
South East +15 9 £625 - 38
East of England +1 9 £588 -30.88% 1
South West +17 5 £488 -23.53% 14
East Midlands -4 3 £600 -14.59% 4
Northern Ireland - 1 £975 - 1
Channel Islands - 1 £760 -

Data Architect Skill Set
Top 30 Co-occurring Skills and Capabilities

For the 6 months to 17 September 2025, Data Architect contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads featuring Data Architect in the job title.

1 175 (57.95%) Data Modelling
2 159 (52.65%) Data Architecture
3 114 (37.75%) Azure
4 113 (37.42%) Data Governance
5 87 (28.81%) Social Skills
6 82 (27.15%) ETL
7 81 (26.82%) AWS
8 75 (24.83%) Finance
9 70 (23.18%) Analytics
10 69 (22.85%) SQL
11 60 (19.87%) Data Warehouse
11 60 (19.87%) Business Intelligence
12 58 (19.21%) Power Platform
13 54 (17.88%) Python
13 54 (17.88%) Migration
14 50 (16.56%) Databricks
14 50 (16.56%) GCP
15 48 (15.89%) Data Quality
16 47 (15.56%) Data Integration
16 47 (15.56%) Microsoft
16 47 (15.56%) Power BI
17 45 (14.90%) Security Cleared
18 42 (13.91%) Roadmaps
19 41 (13.58%) SC Cleared
19 41 (13.58%) Data Strategy
19 41 (13.58%) Metadata
20 39 (12.91%) Data Pipeline
21 38 (12.58%) Data Lake
22 37 (12.25%) Problem-Solving
22 37 (12.25%) Agile

Data Architect Skill Set
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 13 (4.30%) Apache Airflow
1 13 (4.30%) Apache Spark
2 12 (3.97%) Apache
3 5 (1.66%) SAS
4 2 (0.66%) Confluence
4 2 (0.66%) Luigi
Applications
1 5 (1.66%) MS Visio
2 4 (1.32%) Microsoft Excel
3 2 (0.66%) Microsoft Office
3 2 (0.66%) Spreadsheet
Business Applications
1 6 (1.99%) Sparx Enterprise Architect
2 4 (1.32%) Dynamics CRM
2 4 (1.32%) Maximo
2 4 (1.32%) SAP S/4HANA
3 3 (0.99%) Aladdin
3 3 (0.99%) SAP PM
4 2 (0.66%) Endur
5 1 (0.33%) Payment Gateway
5 1 (0.33%) SAP IBP
5 1 (0.33%) SAP Oil and Gas
5 1 (0.33%) Workday HCM
Cloud Services
1 114 (37.75%) Azure
2 81 (26.82%) AWS
3 58 (19.21%) Power Platform
4 50 (16.56%) GCP
5 33 (10.93%) Snowflake
6 32 (10.60%) Azure Data Factory
7 27 (8.94%) Azure Synapse Analytics
8 19 (6.29%) dbt
8 19 (6.29%) Microsoft Purview
9 18 (5.96%) Serverless
10 16 (5.30%) Amazon S3
10 16 (5.30%) Collibra
11 11 (3.64%) AWS Lambda
11 11 (3.64%) Azure DevOps
12 8 (2.65%) Azure Cosmos DB
12 8 (2.65%) GitHub
13 7 (2.32%) AWS CloudFormation
13 7 (2.32%) Dynamics 365
13 7 (2.32%) SaaS
14 6 (1.99%) Azure Functions
Communications & Networking
1 2 (0.66%) Firewall
2 1 (0.33%) Internet
2 1 (0.33%) Structured Cabling
2 1 (0.33%) Unified Communications
Database & Business Intelligence
1 60 (19.87%) Data Warehouse
2 47 (15.56%) Power BI
3 41 (13.58%) Metadata
4 38 (12.58%) Data Lake
5 25 (8.28%) BigQuery
6 24 (7.95%) Big Data
7 21 (6.95%) Amazon Redshift
8 18 (5.96%) Data Vault
8 18 (5.96%) NoSQL
9 17 (5.63%) SQL Server
10 14 (4.64%) PostgreSQL
11 13 (4.30%) Azure SQL Database
11 13 (4.30%) Delta Lake
12 10 (3.31%) Amazon Athena
13 9 (2.98%) Hadoop
13 9 (2.98%) SQL Server Integration Services
14 8 (2.65%) Relational Database
15 7 (2.32%) RDBMS
15 7 (2.32%) Snowflake Schema
16 6 (1.99%) Star Schema
Development Applications
1 16 (5.30%) ERwin
2 8 (2.65%) ER Studio
3 6 (1.99%) JIRA
4 5 (1.66%) Jenkins
5 4 (1.32%) GitLab
5 4 (1.32%) Liquibase
6 3 (0.99%) Git
6 3 (0.99%) Maven
7 2 (0.66%) GCC
8 1 (0.33%) MLflow
8 1 (0.33%) Postman
General
1 87 (28.81%) Social Skills
2 75 (24.83%) Finance
3 36 (11.92%) Public Sector
4 24 (7.95%) Analytical Skills
5 19 (6.29%) Banking
6 11 (3.64%) Inclusion and Diversity
7 8 (2.65%) Influencing Skills
7 8 (2.65%) Legal
7 8 (2.65%) Retail
8 7 (2.32%) Back Office
9 6 (1.99%) Local Government
9 6 (1.99%) Marketing
9 6 (1.99%) Pharmaceutical
10 4 (1.32%) Corporate Banking
10 4 (1.32%) Financial Institution
10 4 (1.32%) Manufacturing
10 4 (1.32%) Telecoms
11 3 (0.99%) Automotive
11 3 (0.99%) Front Office
11 3 (0.99%) Investment Banking
Libraries, Frameworks & Software Standards
1 29 (9.60%) Kafka
2 17 (5.63%) PySpark
3 5 (1.66%) .NET
3 5 (1.66%) Spring
3 5 (1.66%) Spring Boot
4 3 (0.99%) Hibernate
4 3 (0.99%) JPA
4 3 (0.99%) JSON
4 3 (0.99%) XML
5 2 (0.66%) Apache NiFi
5 2 (0.66%) Jinja
5 2 (0.66%) Middleware
6 1 (0.33%) .NET Core
6 1 (0.33%) Apache Beam
6 1 (0.33%) FastAPI
6 1 (0.33%) JDBC
6 1 (0.33%) pytest
6 1 (0.33%) SOAP
6 1 (0.33%) Spark Streaming
Miscellaneous
1 29 (9.60%) Cloud Native
2 21 (6.95%) Data Structures
3 14 (4.64%) Legacy Systems
4 9 (2.98%) Product Ownership
5 7 (2.32%) Low-Code
5 7 (2.32%) NHS
6 6 (1.99%) Data Fabric
6 6 (1.99%) Management Information System
6 6 (1.99%) Onboarding
7 5 (1.66%) Data Protection Act
7 5 (1.66%) Distributed Systems
7 5 (1.66%) IoT
7 5 (1.66%) Taxonomies
8 4 (1.32%) Enterprise Software
8 4 (1.32%) Hybrid Cloud
8 4 (1.32%) Pricing Data
9 3 (0.99%) Freedom of Information
9 3 (0.99%) Reference Data
9 3 (0.99%) Reinsurance
9 3 (0.99%) SCADA
Operating Systems
1 4 (1.32%) Unix
2 2 (0.66%) Linux
3 1 (0.33%) Windows
Processes & Methodologies
1 175 (57.95%) Data Modelling
2 159 (52.65%) Data Architecture
3 113 (37.42%) Data Governance
4 82 (27.15%) ETL
5 70 (23.18%) Analytics
6 60 (19.87%) Business Intelligence
7 54 (17.88%) Migration
8 47 (15.56%) Data Integration
9 42 (13.91%) Roadmaps
10 41 (13.58%) Data Strategy
11 39 (12.91%) Data Pipeline
12 37 (12.25%) Agile
12 37 (12.25%) Problem-Solving
13 36 (11.92%) Data Management
14 31 (10.26%) Stakeholder Management
15 29 (9.60%) Artificial Intelligence
15 29 (9.60%) CI/CD
15 29 (9.60%) Data Engineering
16 27 (8.94%) Physical Data Model
16 27 (8.94%) Stakeholder Engagement
Programming Languages
1 69 (22.85%) SQL
2 54 (17.88%) Python
3 18 (5.96%) Java
4 5 (1.66%) PL/SQL
4 5 (1.66%) Scala
4 5 (1.66%) Shell Script
5 4 (1.32%) Bicep
5 4 (1.32%) C
5 4 (1.32%) C++
5 4 (1.32%) Perl
5 4 (1.32%) T-SQL
6 3 (0.99%) Kusto Query Language
6 3 (0.99%) SPARQL
7 2 (0.66%) ANSI SQL
7 2 (0.66%) JavaScript
7 2 (0.66%) Korn
7 2 (0.66%) PowerShell
8 1 (0.33%) Bash
8 1 (0.33%) C#
Qualifications
1 45 (14.90%) Security Cleared
2 41 (13.58%) SC Cleared
3 20 (6.62%) Degree
4 12 (3.97%) Azure Certification
5 9 (2.98%) Computer Science Degree
6 6 (1.99%) AWS Certification
6 6 (1.99%) Microsoft Certification
7 5 (1.66%) BPSS Clearance
8 3 (0.99%) Master's Degree
9 2 (0.66%) SnowPro
9 2 (0.66%) TOGAF Certification
10 1 (0.33%) AWS Certified Solutions Architect
10 1 (0.33%) CTC Cleared
10 1 (0.33%) ITIL Certification
10 1 (0.33%) SAP Certification
Quality Assurance & Compliance
1 48 (15.89%) Data Quality
2 29 (9.60%) GDPR
3 8 (2.65%) Accessibility
4 3 (0.99%) Actionable Recommendations
4 3 (0.99%) HL7
5 2 (0.66%) California Consumer Privacy Act
5 2 (0.66%) HIPAA
5 2 (0.66%) ISO 20022
5 2 (0.66%) ISO/IEC 27001
5 2 (0.66%) QA
6 1 (0.33%) Disclosure Scotland
6 1 (0.33%) GMP
6 1 (0.33%) GxP
6 1 (0.33%) NCSC
6 1 (0.33%) NIST
System Software
1 3 (0.99%) Docker
2 2 (0.66%) Active Directory
3 1 (0.33%) HDFS
3 1 (0.33%) VMware Infrastructure
Systems Management
1 13 (4.30%) Terraform
2 5 (1.66%) Kubernetes
3 2 (0.66%) Control-M
3 2 (0.66%) Grafana
4 1 (0.33%) Kubeflow
Vendors
1 50 (16.56%) Databricks
2 47 (15.56%) Microsoft
3 26 (8.61%) Informatica
4 24 (7.95%) Google
5 22 (7.28%) SAP
6 14 (4.64%) Oracle
6 14 (4.64%) Talend
7 7 (2.32%) Sparx
8 5 (1.66%) ServiceNow
9 4 (1.32%) BiZZdesign
9 4 (1.32%) Hitachi
10 3 (0.99%) Salesforce
10 3 (0.99%) Workday
11 2 (0.66%) Autodesk
11 2 (0.66%) Charles River
11 2 (0.66%) Dynatrace
11 2 (0.66%) eFront
11 2 (0.66%) Pega
11 2 (0.66%) SimCorp
11 2 (0.66%) Splunk