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 28 October 2025.

The table below compares current contractor rates and summary statistics with the previous two years.

6 months to
28 Oct 2025
Same period 2024 Same period 2023
Rank 292 290 277
Rank change year-on-year -2 -13 -8
Contract jobs requiring a Data Architect 316 303 407
As % of all contract jobs in the UK 0.93% 0.83% 0.86%
As % of the Job Titles category 1.03% 0.89% 0.92%
Number of daily rates quoted 218 203 292
10th Percentile £450 £489 £506
25th Percentile £513 £523 £600
Median daily rate (50th Percentile) £600 £625 £670
Median % change year-on-year -4.00% -6.72% +3.08%
75th Percentile £700 £725 £738
90th Percentile £775 £799 £775
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 6 7
10th Percentile £43.21 £56.25 £39.92
25th Percentile £49.60 - £45.64
Median hourly rate £60.98 £60.00 £51.06
Median % change year-on-year +1.63% +17.52% -27.06%
75th Percentile £73.12 - £72.00
90th Percentile £79.95 £89.43 -
UK excluding London median hourly rate £60.98 £60.00 £61.53
% change year-on-year +1.63% -2.48% -12.10%

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 30,820 33,990 44,445
% of contract IT jobs with a recognized job title 90.86% 92.88% 93.85%
Number of daily rates quoted 19,489 20,492 30,296
10th Percentile £280 £300 £300
25th Percentile £402 £413 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £620 £638 £650
90th Percentile £725 £738 £745
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% -
Number of hourly rates quoted 1,712 1,308 1,539
10th Percentile £13.84 £15.05 £14.73
25th Percentile £17.30 £20.30 £19.06
Median hourly rate £25.15 £39.50 £45.00
Median % change year-on-year -36.33% -12.22% +64.38%
75th Percentile £50.00 £65.00 £65.00
90th Percentile £69.43 £73.75 £77.50
UK excluding London median hourly rate £25.00 £40.00 £44.50
% change year-on-year -37.50% -10.11% +93.48%

Data Architect
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings featuring 'Data Architect' in the job title relative to all contract IT jobs advertised.

Data Architect job vacancy trend 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 28 October 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 28 October 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 28 October 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 -13 267 £600 -4.00% 208
London -5 153 £600 -4.00% 90
UK excluding London +17 123 £575 -8.00% 153
Work from Home +19 100 £625 +3.09% 107
North of England -30 39 £625 +25.00% 29
Midlands +1 35 £581 -3.10% 24
West Midlands +9 31 £578 -5.44% 19
North West -13 27 £625 +25.00% 19
Scotland +15 21 £475 - 4
South East -1 15 £625 - 74
Yorkshire -32 12 £613 -1.21% 8
East of England -14 8 £588 - 5
South West +11 6 £613 +2.08% 17
East Midlands -12 3 £600 +32.45% 5
Northern Ireland - 1 £975 -
Channel Islands - 1 £760 -

Data Architect Skill Set
Top 30 Co-Occurring Skills & Capabilities

For the 6 months to 28 October 2025, Data Architect contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all contract job ads featuring Data Architect in the job title.

1 193 (61.08%) Data Modelling
2 162 (51.27%) Data Architecture
3 120 (37.97%) Data Governance
4 114 (36.08%) Azure
5 85 (26.90%) Analytics
5 85 (26.90%) AWS
6 76 (24.05%) ETL
7 74 (23.42%) Data Warehouse
8 73 (23.10%) SQL
9 70 (22.15%) Python
10 66 (20.89%) Business Intelligence
11 63 (19.94%) Power Platform
12 59 (18.67%) Data Quality
13 56 (17.72%) Migration
13 56 (17.72%) Power BI
14 55 (17.41%) Metadata
15 51 (16.14%) Data Integration
16 50 (15.82%) AI
17 49 (15.51%) Data Strategy
18 48 (15.19%) Microsoft
18 48 (15.19%) Security Cleared
19 46 (14.56%) Roadmaps
20 45 (14.24%) GCP
21 42 (13.29%) Databricks
21 42 (13.29%) SC Cleared
22 40 (12.66%) CI/CD
23 39 (12.34%) Azure Data Factory
23 39 (12.34%) Data Pipeline
24 38 (12.03%) Machine Learning
24 38 (12.03%) Problem-Solving

Data Architect Skill Set
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 13 (4.11%) Apache Spark
2 11 (3.48%) Apache Airflow
3 10 (3.16%) Apache
4 9 (2.85%) SAS
5 2 (0.63%) Luigi
6 1 (0.32%) Confluence
6 1 (0.32%) Microsoft Exchange
6 1 (0.32%) SharePoint
Applications
1 4 (1.27%) Microsoft Excel
2 2 (0.63%) Microsoft Office
2 2 (0.63%) Spreadsheet
3 1 (0.32%) MS Visio
Business Applications
1 5 (1.58%) Dynamics CRM
1 5 (1.58%) Salesforce CRM
1 5 (1.58%) SAP S/4HANA
2 4 (1.27%) Sparx Enterprise Architect
3 3 (0.95%) SAP PM
4 2 (0.63%) Aladdin
4 2 (0.63%) Workday HCM
5 1 (0.32%) iTrent
5 1 (0.32%) Maximo
5 1 (0.32%) Oracle EBS
5 1 (0.32%) Payment Gateway
5 1 (0.32%) SAP IBP
5 1 (0.32%) SAP Oil and Gas
Cloud Services
1 114 (36.08%) Azure
2 85 (26.90%) AWS
3 63 (19.94%) Power Platform
4 45 (14.24%) GCP
5 39 (12.34%) Azure Data Factory
6 33 (10.44%) Azure Synapse Analytics
7 30 (9.49%) Snowflake
8 27 (8.54%) Serverless
9 24 (7.59%) Microsoft Purview
10 18 (5.70%) Amazon S3
10 18 (5.70%) dbt
11 16 (5.06%) AWS Lambda
11 16 (5.06%) Collibra
12 11 (3.48%) AWS CloudFormation
12 11 (3.48%) Azure DevOps
13 9 (2.85%) Dynamics 365
14 8 (2.53%) GitHub
15 7 (2.22%) Amazon Kinesis
16 6 (1.90%) Amazon EMR
16 6 (1.90%) Azure Cosmos DB
Communications & Networking
1 2 (0.63%) Firewall
2 1 (0.32%) DWDM
2 1 (0.32%) Internet
2 1 (0.32%) Structured Cabling
Database & Business Intelligence
1 74 (23.42%) Data Warehouse
2 56 (17.72%) Power BI
3 55 (17.41%) Metadata
4 36 (11.39%) Data Lake
5 25 (7.91%) PostgreSQL
6 22 (6.96%) Amazon Redshift
6 22 (6.96%) Big Data
7 19 (6.01%) BigQuery
7 19 (6.01%) Data Vault
7 19 (6.01%) NoSQL
8 16 (5.06%) Azure SQL Database
8 16 (5.06%) SQL Server
9 13 (4.11%) Amazon Athena
10 12 (3.80%) Delta Lake
10 12 (3.80%) Relational Database
11 9 (2.85%) SQL Server Integration Services
12 8 (2.53%) Metadata Repository
12 8 (2.53%) Oracle Database
13 7 (2.22%) Hadoop
13 7 (2.22%) Spark SQL
Development Applications
1 19 (6.01%) ERwin
2 8 (2.53%) Git
3 7 (2.22%) ER Studio
4 6 (1.90%) Jenkins
5 5 (1.58%) JIRA
6 2 (0.63%) GCC
6 2 (0.63%) GitLab
6 2 (0.63%) Liquibase
7 1 (0.32%) MLflow
7 1 (0.32%) Postman
7 1 (0.32%) Visual Studio Code
General
1 89 (28.16%) Social Skills
2 73 (23.10%) Finance
3 48 (15.19%) Public Sector
4 26 (8.23%) Analytical Skills
5 18 (5.70%) Banking
6 13 (4.11%) Inclusion and Diversity
7 8 (2.53%) Retail
8 7 (2.22%) Influencing Skills
9 6 (1.90%) Legal
9 6 (1.90%) Local Government
9 6 (1.90%) Presentation Skills
10 5 (1.58%) Pharmaceutical
10 5 (1.58%) Telecoms
11 4 (1.27%) Corporate Banking
11 4 (1.27%) Financial Institution
11 4 (1.27%) Marketing
12 3 (0.95%) Automotive
12 3 (0.95%) Back Office
12 3 (0.95%) Investment Banking
12 3 (0.95%) Manufacturing
Libraries, Frameworks & Software Standards
1 23 (7.28%) Kafka
2 20 (6.33%) PySpark
3 5 (1.58%) .NET
4 3 (0.95%) AWS CDK
4 3 (0.95%) JSON
4 3 (0.95%) Node.js
4 3 (0.95%) XML
5 2 (0.63%) Apache NiFi
5 2 (0.63%) SOAP
5 2 (0.63%) Spring
5 2 (0.63%) Spring Boot
6 1 (0.32%) .NET Core
6 1 (0.32%) ADO
6 1 (0.32%) Jinja
6 1 (0.32%) Oracle Fusion
6 1 (0.32%) REST
Miscellaneous
1 40 (12.66%) Cloud Native
2 24 (7.59%) Data Structures
3 12 (3.80%) Legacy Systems
4 11 (3.48%) Distributed Systems
4 11 (3.48%) NHS
5 10 (3.16%) Hybrid Cloud
6 8 (2.53%) Reference Data
7 7 (2.22%) Low-Code
7 7 (2.22%) Product Ownership
8 6 (1.90%) Data Fabric
8 6 (1.90%) Management Information System
9 5 (1.58%) IoT
9 5 (1.58%) Onboarding
9 5 (1.58%) Taxonomies
10 4 (1.27%) Data Protection Act
10 4 (1.27%) Pricing Data
10 4 (1.27%) Reinsurance
11 3 (0.95%) SCADA
12 2 (0.63%) Equities
12 2 (0.63%) Mobile App
Operating Systems
1 4 (1.27%) Unix
2 1 (0.32%) Linux
Processes & Methodologies
1 193 (61.08%) Data Modelling
2 162 (51.27%) Data Architecture
3 120 (37.97%) Data Governance
4 85 (26.90%) Analytics
5 76 (24.05%) ETL
6 66 (20.89%) Business Intelligence
7 56 (17.72%) Migration
8 51 (16.14%) Data Integration
9 50 (15.82%) AI
10 49 (15.51%) Data Strategy
11 46 (14.56%) Roadmaps
12 40 (12.66%) CI/CD
13 39 (12.34%) Data Pipeline
14 38 (12.03%) Machine Learning
14 38 (12.03%) Problem-Solving
15 37 (11.71%) DevOps
15 37 (11.71%) Metadata Management
16 36 (11.39%) Data Management
17 35 (11.08%) Data Engineering
18 34 (10.76%) Stakeholder Management
Programming Languages
1 73 (23.10%) SQL
2 70 (22.15%) Python
3 21 (6.65%) Java
4 6 (1.90%) PL/SQL
5 5 (1.58%) Scala
5 5 (1.58%) Shell Script
5 5 (1.58%) T-SQL
6 4 (1.27%) Bicep
6 4 (1.27%) C
6 4 (1.27%) C++
6 4 (1.27%) JavaScript
6 4 (1.27%) Perl
7 3 (0.95%) Kusto Query Language
7 3 (0.95%) SPARQL
8 2 (0.63%) ANSI SQL
8 2 (0.63%) Korn
8 2 (0.63%) PowerShell
9 1 (0.32%) Bash
9 1 (0.32%) C#
Qualifications
1 48 (15.19%) Security Cleared
2 42 (13.29%) SC Cleared
3 17 (5.38%) Degree
4 11 (3.48%) Azure Certification
5 10 (3.16%) AWS Certification
6 7 (2.22%) Microsoft Certification
7 6 (1.90%) BPSS Clearance
7 6 (1.90%) Computer Science Degree
8 5 (1.58%) AWS Certified Solutions Architect
9 4 (1.27%) Master's Degree
10 3 (0.95%) TOGAF Certification
11 2 (0.63%) DV Cleared
12 1 (0.32%) CTC Cleared
12 1 (0.32%) ITIL Certification
12 1 (0.32%) MCP
12 1 (0.32%) SAP Certification
12 1 (0.32%) SnowPro
Quality Assurance & Compliance
1 59 (18.67%) Data Quality
2 29 (9.18%) GDPR
3 11 (3.48%) Accessibility
4 6 (1.90%) California Consumer Privacy Act
5 4 (1.27%) HIPAA
5 4 (1.27%) QA
6 3 (0.95%) Actionable Recommendations
6 3 (0.95%) ISO/IEC 27001
7 2 (0.63%) ISO 20022
8 1 (0.32%) Disclosure Scotland
8 1 (0.32%) GMP
8 1 (0.32%) GxP
8 1 (0.32%) NCSC
8 1 (0.32%) NIST
System Software
1 2 (0.63%) Docker
2 1 (0.32%) Active Directory
2 1 (0.32%) HDFS
Systems Management
1 26 (8.23%) Terraform
2 5 (1.58%) Ansible
3 4 (1.27%) Kubernetes
4 2 (0.63%) Control-M
5 1 (0.32%) Grafana
5 1 (0.32%) Kubeflow
Vendors
1 48 (15.19%) Microsoft
2 42 (13.29%) Databricks
3 22 (6.96%) Oracle
4 20 (6.33%) Google
5 17 (5.38%) Informatica
6 16 (5.06%) SAP
7 7 (2.22%) Salesforce
8 6 (1.90%) Talend
9 5 (1.58%) Greenplum
10 4 (1.27%) Dynatrace
10 4 (1.27%) Hitachi
10 4 (1.27%) MicroStrategy
10 4 (1.27%) Pega
10 4 (1.27%) Remedy
10 4 (1.27%) Workday
11 3 (0.95%) Palantir
11 3 (0.95%) Virgin Media
12 2 (0.63%) OneTrust
12 2 (0.63%) ServiceNow
12 2 (0.63%) SimCorp