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 11 November 2025.

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

6 months to
11 Nov 2025
Same period 2024 Same period 2023
Rank 283 276 283
Rank change year-on-year -7 +7 -12
Contract jobs requiring a Data Architect 321 307 414
As % of all contract jobs in the UK 0.92% 0.85% 0.88%
As % of the Job Titles category 1.01% 0.92% 0.94%
Number of daily rates quoted 228 203 299
10th Percentile £450 £489 £499
25th Percentile £513 £523 £600
Median daily rate (50th Percentile) £600 £625 £675
Median % change year-on-year -4.00% -7.41% +3.85%
75th Percentile £695 £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 3 7
10th Percentile £43.21 - £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 £89.43 £72.00
90th Percentile £79.95 £107.09 -
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 31,731 33,449 44,055
% of contract IT jobs with a recognized job title 90.90% 92.85% 93.76%
Number of daily rates quoted 20,141 20,162 29,928
10th Percentile £278 £300 £294
25th Percentile £402 £410 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £625 £638 £650
90th Percentile £725 £738 £743
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% -
Number of hourly rates quoted 1,818 1,246 1,550
10th Percentile £14.00 £15.10 £15.00
25th Percentile £17.69 £20.30 £19.06
Median hourly rate £25.15 £35.00 £44.50
Median % change year-on-year -28.14% -21.35% +63.30%
75th Percentile £51.52 £65.00 £65.00
90th Percentile £69.65 £73.75 £77.50
UK excluding London median hourly rate £25.15 £35.00 £44.50
% change year-on-year -28.14% -21.35% +90.25%

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 11 November 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 11 November 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 11 November 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 -33 268 £600 -4.00% 180
London -25 151 £600 -4.00% 98
UK excluding London -4 123 £575 -8.00% 99
Work from Home +19 105 £625 +2.04% 94
North of England -29 38 £619 -0.20% 9
Midlands -4 31 £581 -3.57% 16
West Midlands -8 26 £578 -5.63% 13
North West -11 26 £619 -1.00% 3
Scotland +14 21 £488 - 10
South East +1 16 £556 -11.00% 38
Yorkshire -40 12 £613 -1.21% 3
South West -2 10 £613 -2.00% 22
East of England -14 8 £588 - 4
East Midlands -11 4 £501 +10.60% 3
Northern Ireland - 1 £975 - 1
Channel Islands - 1 £760 -

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

For the 6 months to 11 November 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.

1 194 (60.44%) Data Modelling
2 167 (52.02%) Data Architecture
3 119 (37.07%) Data Governance
4 117 (36.45%) Azure
5 91 (28.35%) AWS
6 83 (25.86%) Analytics
7 76 (23.68%) Data Warehouse
8 73 (22.74%) ETL
9 69 (21.50%) SQL
10 68 (21.18%) Python
11 61 (19.00%) Business Intelligence
12 59 (18.38%) Power Platform
13 58 (18.07%) Data Quality
13 58 (18.07%) Metadata
14 56 (17.45%) Migration
15 55 (17.13%) Data Strategy
16 52 (16.20%) Power BI
17 50 (15.58%) Security Cleared
18 49 (15.26%) Data Integration
19 48 (14.95%) Roadmaps
20 47 (14.64%) AI
20 47 (14.64%) Microsoft
21 45 (14.02%) GCP
22 43 (13.40%) SC Cleared
23 40 (12.46%) Databricks
23 40 (12.46%) Metadata Management
24 39 (12.15%) Data Lake
24 39 (12.15%) Data Pipeline
25 38 (11.84%) Azure Data Factory
25 38 (11.84%) 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 14 (4.36%) Apache Spark
2 11 (3.43%) Apache Airflow
3 10 (3.12%) Apache
4 8 (2.49%) SAS
5 2 (0.62%) Luigi
6 1 (0.31%) Microsoft Exchange
6 1 (0.31%) SharePoint
Applications
1 2 (0.62%) Microsoft Excel
1 2 (0.62%) Microsoft Office
1 2 (0.62%) Spreadsheet
Business Applications
1 6 (1.87%) Sparx Enterprise Architect
2 5 (1.56%) Dynamics CRM
2 5 (1.56%) Salesforce CRM
2 5 (1.56%) SAP S/4HANA
3 2 (0.62%) Aladdin
4 1 (0.31%) iTrent
4 1 (0.31%) Oracle EBS
4 1 (0.31%) Payment Gateway
4 1 (0.31%) SAP IBP
4 1 (0.31%) SAP Oil and Gas
4 1 (0.31%) Workday HCM
Cloud Services
1 117 (36.45%) Azure
2 91 (28.35%) AWS
3 59 (18.38%) Power Platform
4 45 (14.02%) GCP
5 38 (11.84%) Azure Data Factory
6 32 (9.97%) Azure Synapse Analytics
6 32 (9.97%) Snowflake
7 27 (8.41%) Serverless
8 22 (6.85%) Microsoft Purview
9 19 (5.92%) Amazon S3
10 17 (5.30%) dbt
11 15 (4.67%) AWS Lambda
12 13 (4.05%) Collibra
13 12 (3.74%) AWS CloudFormation
14 10 (3.12%) Dynamics 365
15 8 (2.49%) Amazon Kinesis
16 7 (2.18%) Amazon EMR
16 7 (2.18%) Azure DevOps
16 7 (2.18%) SaaS
17 6 (1.87%) AWS Data Pipeline
Communications & Networking
1 1 (0.31%) DWDM
1 1 (0.31%) Internet
1 1 (0.31%) Structured Cabling
Database & Business Intelligence
1 76 (23.68%) Data Warehouse
2 58 (18.07%) Metadata
3 52 (16.20%) Power BI
4 39 (12.15%) Data Lake
5 25 (7.79%) Amazon Redshift
5 25 (7.79%) PostgreSQL
6 20 (6.23%) Big Data
7 19 (5.92%) BigQuery
8 18 (5.61%) Data Vault
9 17 (5.30%) NoSQL
9 17 (5.30%) SQL Server
10 15 (4.67%) Relational Database
11 13 (4.05%) Amazon Athena
11 13 (4.05%) Azure SQL Database
12 9 (2.80%) RDBMS
12 9 (2.80%) SQL Server Integration Services
13 8 (2.49%) Delta Lake
13 8 (2.49%) Hadoop
13 8 (2.49%) Metadata Repository
13 8 (2.49%) Oracle Database
Development Applications
1 19 (5.92%) ERwin
2 8 (2.49%) Git
3 7 (2.18%) ER Studio
4 6 (1.87%) Jenkins
5 4 (1.25%) JIRA
6 2 (0.62%) GCC
7 1 (0.31%) GitLab
7 1 (0.31%) Liquibase
7 1 (0.31%) MLflow
7 1 (0.31%) Postman
7 1 (0.31%) Visual Studio Code
General
1 89 (27.73%) Social Skills
2 70 (21.81%) Finance
3 51 (15.89%) Public Sector
4 28 (8.72%) Analytical Skills
5 17 (5.30%) Banking
6 12 (3.74%) Inclusion and Diversity
7 7 (2.18%) Retail
8 6 (1.87%) Local Government
8 6 (1.87%) Presentation Skills
9 5 (1.56%) Influencing Skills
9 5 (1.56%) Legal
9 5 (1.56%) Telecoms
10 4 (1.25%) Corporate Banking
10 4 (1.25%) Financial Institution
10 4 (1.25%) Manufacturing
10 4 (1.25%) Pharmaceutical
11 3 (0.93%) Automotive
11 3 (0.93%) Investment Banking
11 3 (0.93%) Marketing
11 3 (0.93%) Police
Libraries, Frameworks & Software Standards
1 20 (6.23%) PySpark
2 19 (5.92%) Kafka
3 5 (1.56%) .NET
4 3 (0.93%) AWS CDK
4 3 (0.93%) JSON
4 3 (0.93%) Node.js
4 3 (0.93%) SOAP
4 3 (0.93%) XML
5 2 (0.62%) Apache NiFi
5 2 (0.62%) REST
6 1 (0.31%) .NET Core
6 1 (0.31%) ADO
6 1 (0.31%) ARM Templates
6 1 (0.31%) Jinja
6 1 (0.31%) Oracle Fusion
6 1 (0.31%) Spring
6 1 (0.31%) Spring Boot
Miscellaneous
1 38 (11.84%) Cloud Native
2 21 (6.54%) Data Structures
3 11 (3.43%) Legacy Systems
3 11 (3.43%) NHS
4 10 (3.12%) Distributed Systems
5 8 (2.49%) Hybrid Cloud
5 8 (2.49%) Reference Data
6 7 (2.18%) Low-Code
7 6 (1.87%) Onboarding
7 6 (1.87%) Product Ownership
8 5 (1.56%) Data Fabric
8 5 (1.56%) Management Information System
8 5 (1.56%) Taxonomies
9 4 (1.25%) Data Protection Act
9 4 (1.25%) Pricing Data
9 4 (1.25%) Reinsurance
10 3 (0.93%) IoT
11 2 (0.62%) Enterprise Cloud
11 2 (0.62%) Equities
11 2 (0.62%) Mobile App
Operating Systems
1 4 (1.25%) Unix
2 1 (0.31%) Linux
Processes & Methodologies
1 194 (60.44%) Data Modelling
2 167 (52.02%) Data Architecture
3 119 (37.07%) Data Governance
4 83 (25.86%) Analytics
5 73 (22.74%) ETL
6 61 (19.00%) Business Intelligence
7 56 (17.45%) Migration
8 55 (17.13%) Data Strategy
9 49 (15.26%) Data Integration
10 48 (14.95%) Roadmaps
11 47 (14.64%) AI
12 40 (12.46%) Metadata Management
13 39 (12.15%) Data Pipeline
14 38 (11.84%) Problem-Solving
15 37 (11.53%) CI/CD
15 37 (11.53%) Data Engineering
16 35 (10.90%) Data Management
16 35 (10.90%) DevOps
16 35 (10.90%) Machine Learning
17 34 (10.59%) Stakeholder Management
Programming Languages
1 69 (21.50%) SQL
2 68 (21.18%) Python
3 21 (6.54%) Java
4 6 (1.87%) PL/SQL
5 5 (1.56%) Scala
5 5 (1.56%) Shell Script
5 5 (1.56%) T-SQL
6 4 (1.25%) C
6 4 (1.25%) C++
6 4 (1.25%) JavaScript
6 4 (1.25%) Perl
7 3 (0.93%) SPARQL
8 2 (0.62%) ANSI SQL
8 2 (0.62%) Korn
8 2 (0.62%) PowerShell
9 1 (0.31%) Bash
9 1 (0.31%) C#
Qualifications
1 50 (15.58%) Security Cleared
2 43 (13.40%) SC Cleared
3 15 (4.67%) Degree
4 12 (3.74%) Azure Certification
5 11 (3.43%) AWS Certification
6 7 (2.18%) BPSS Clearance
6 7 (2.18%) Microsoft Certification
7 6 (1.87%) Computer Science Degree
8 5 (1.56%) AWS Certified Solutions Architect
9 4 (1.25%) Master's Degree
10 3 (0.93%) TOGAF Certification
11 2 (0.62%) DV Cleared
12 1 (0.31%) CTC Cleared
12 1 (0.31%) ITIL Certification
12 1 (0.31%) MCP
12 1 (0.31%) SAP Certification
12 1 (0.31%) SnowPro
Quality Assurance & Compliance
1 58 (18.07%) Data Quality
2 30 (9.35%) GDPR
3 10 (3.12%) Accessibility
4 6 (1.87%) California Consumer Privacy Act
5 4 (1.25%) HIPAA
5 4 (1.25%) QA
6 3 (0.93%) Actionable Recommendations
7 1 (0.31%) Disclosure Scotland
7 1 (0.31%) GMP
7 1 (0.31%) Government Security Classifications
7 1 (0.31%) GxP
7 1 (0.31%) ISO 20022
7 1 (0.31%) ISO/IEC 27001
7 1 (0.31%) NCSC
7 1 (0.31%) NIST
System Software
1 3 (0.93%) Docker
2 1 (0.31%) Active Directory
2 1 (0.31%) HDFS
Systems Management
1 23 (7.17%) Terraform
2 5 (1.56%) Ansible
2 5 (1.56%) Kubernetes
3 2 (0.62%) Control-M
4 1 (0.31%) Kubeflow
Vendors
1 47 (14.64%) Microsoft
2 40 (12.46%) Databricks
3 21 (6.54%) Oracle
4 20 (6.23%) Google
5 15 (4.67%) Informatica
6 11 (3.43%) SAP
7 8 (2.49%) Salesforce
8 5 (1.56%) Greenplum
8 5 (1.56%) Talend
9 4 (1.25%) Dynatrace
9 4 (1.25%) Hitachi
9 4 (1.25%) MicroStrategy
9 4 (1.25%) Palantir
9 4 (1.25%) Pega
9 4 (1.25%) Remedy
9 4 (1.25%) Sparx
10 3 (0.93%) Virgin Media
10 3 (0.93%) Workday
11 2 (0.62%) OneTrust
11 2 (0.62%) SimCorp