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 12 December 2025.

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

6 months to
12 Dec 2025
Same period 2024 Same period 2023
Rank 291 262 263
Rank change year-on-year -29 +1 -6
Contract jobs requiring a Data Architect 318 332 419
As % of all contract jobs in the UK 0.88% 0.93% 0.92%
As % of the Job Titles category 0.96% 1.00% 0.99%
Number of daily rates quoted 231 216 315
10th Percentile £450 £484 £498
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 £688 £738 £738
90th Percentile £775 £799 £775
UK excluding London median daily rate £574 £625 £650
% change year-on-year -8.15% -3.90% +4.00%
Number of hourly rates quoted 1 1 6
10th Percentile - - £45.64
25th Percentile £81.50 - £48.82
Median hourly rate £83.00 £118.86 £61.53
Median % change year-on-year -30.17% +93.18% -12.10%
75th Percentile £84.50 - £72.00
90th Percentile - - -
UK excluding London median hourly rate £83.00 - £61.53
% change year-on-year - - -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 32,988 33,120 42,501
% of contract IT jobs with a recognized job title 90.93% 92.74% 93.46%
Number of daily rates quoted 20,924 20,243 28,641
10th Percentile £285 £300 £294
25th Percentile £403 £410 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £619 £638 £645
90th Percentile £725 £738 £743
UK excluding London median daily rate £475 £495 £500
% change year-on-year -4.04% -1.00% -
Number of hourly rates quoted 1,924 1,136 1,517
10th Percentile £14.22 £15.36 £15.16
25th Percentile £17.87 £20.75 £19.06
Median hourly rate £25.15 £34.75 £44.00
Median % change year-on-year -27.63% -21.02% +40.98%
75th Percentile £56.81 £63.75 £65.00
90th Percentile £70.75 £73.66 £77.50
UK excluding London median hourly rate £25.15 £32.50 £44.50
% change year-on-year -22.62% -26.97% +78.00%

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 12 December 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
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 12 December 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 -53 263 £600 -4.00% 62
London -43 147 £600 -5.88% 24
UK excluding London -5 118 £574 -8.15% 48
Work from Home -5 107 £600 -2.83% 42
North of England -43 36 £606 -2.55% 1
North West -8 28 £575 -2.13%
Midlands -16 25 £578 -3.87% 8
West Midlands -7 23 £578 -4.07% 8
Scotland +18 17 £500 -28.57% 3
South West -8 16 £613 -2.00% 6
South East -23 16 £581 -7.00% 19
East of England -7 9 £550 - 13
Yorkshire -45 8 £688 -1.79%
East Midlands -19 2 £501 +10.60%
Northern Ireland - 1 £975 -
Channel Islands - 1 £760 -

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

For the 6 months to 12 December 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.

1 184 (57.86%) Data Modelling
2 163 (51.26%) Data Architecture
3 120 (37.74%) Data Governance
4 116 (36.48%) Azure
5 88 (27.67%) Analytics
5 88 (27.67%) AWS
6 67 (21.07%) Data Warehouse
7 65 (20.44%) ETL
7 65 (20.44%) Metadata
8 63 (19.81%) Python
9 59 (18.55%) Data Quality
9 59 (18.55%) Power Platform
10 58 (18.24%) SQL
11 57 (17.92%) Business Intelligence
12 52 (16.35%) Data Strategy
12 52 (16.35%) Power BI
13 50 (15.72%) Data Integration
13 50 (15.72%) Migration
14 49 (15.41%) AI
15 48 (15.09%) Microsoft
15 48 (15.09%) Security Cleared
16 46 (14.47%) Metadata Management
17 44 (13.84%) Databricks
18 43 (13.52%) Roadmaps
19 39 (12.26%) SC Cleared
20 38 (11.95%) Machine Learning
21 37 (11.64%) Data Pipeline
22 36 (11.32%) Azure Data Factory
22 36 (11.32%) Data Engineering
22 36 (11.32%) Stakeholder Management

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 11 (3.46%) Apache Spark
2 10 (3.14%) Apache
2 10 (3.14%) SAS
3 9 (2.83%) Apache Airflow
4 2 (0.63%) Luigi
5 1 (0.31%) Ethereum
5 1 (0.31%) Hyperledger
5 1 (0.31%) Microsoft Exchange
5 1 (0.31%) SharePoint
Applications
1 3 (0.94%) Microsoft Excel
2 2 (0.63%) Microsoft Office
2 2 (0.63%) Spreadsheet
3 1 (0.31%) MS Visio
Business Applications
1 7 (2.20%) Sparx Enterprise Architect
2 6 (1.89%) SAP S/4HANA
3 5 (1.57%) Dynamics CRM
3 5 (1.57%) Salesforce CRM
4 2 (0.63%) Aladdin
5 1 (0.31%) Distributed Ledger
5 1 (0.31%) Dynamics AX
5 1 (0.31%) iTrent
5 1 (0.31%) NEC Housing
5 1 (0.31%) Oracle EBS
5 1 (0.31%) Oracle ERP
5 1 (0.31%) R3 Corda
5 1 (0.31%) SAP IBP
5 1 (0.31%) SAP Oil and Gas
5 1 (0.31%) Workday HCM
Cloud Services
1 116 (36.48%) Azure
2 88 (27.67%) AWS
3 59 (18.55%) Power Platform
4 36 (11.32%) Azure Data Factory
5 34 (10.69%) GCP
6 32 (10.06%) Azure Synapse Analytics
7 31 (9.75%) Snowflake
8 26 (8.18%) Serverless
9 24 (7.55%) Microsoft Purview
10 20 (6.29%) Amazon S3
11 15 (4.72%) dbt
12 13 (4.09%) AWS Lambda
13 12 (3.77%) AWS CloudFormation
13 12 (3.77%) Collibra
14 9 (2.83%) Amazon Kinesis
14 9 (2.83%) Dynamics 365
15 7 (2.20%) Azure Functions
16 6 (1.89%) Amazon EMR
16 6 (1.89%) AWS Data Pipeline
16 6 (1.89%) SaaS
Communications & Networking
1 2 (0.63%) Hyperconnected
2 1 (0.31%) DWDM
2 1 (0.31%) Structured Cabling
Database & Business Intelligence
1 67 (21.07%) Data Warehouse
2 65 (20.44%) Metadata
3 52 (16.35%) Power BI
4 35 (11.01%) Data Lake
5 27 (8.49%) PostgreSQL
6 26 (8.18%) Amazon Redshift
7 18 (5.66%) Data Vault
8 15 (4.72%) Big Data
8 15 (4.72%) NoSQL
9 14 (4.40%) Amazon Athena
9 14 (4.40%) SQL Server
10 13 (4.09%) BigQuery
10 13 (4.09%) Relational Database
11 11 (3.46%) Azure SQL Database
12 9 (2.83%) Delta Lake
12 9 (2.83%) Tableau
13 8 (2.52%) Metadata Repository
13 8 (2.52%) Oracle Database
14 7 (2.20%) Amazon Aurora
14 7 (2.20%) Spark SQL
Development Applications
1 15 (4.72%) ERwin
2 6 (1.89%) Git
3 5 (1.57%) Jenkins
4 4 (1.26%) ER Studio
5 2 (0.63%) GCC
6 1 (0.31%) Bitbucket
6 1 (0.31%) GitLab
6 1 (0.31%) JIRA
6 1 (0.31%) MLflow
6 1 (0.31%) Postman
6 1 (0.31%) PowerDesigner
6 1 (0.31%) Visual Studio Code
General
1 87 (27.36%) Social Skills
2 64 (20.13%) Finance
3 51 (16.04%) Public Sector
4 27 (8.49%) Analytical Skills
5 12 (3.77%) Banking
6 8 (2.52%) Inclusion and Diversity
6 8 (2.52%) Local Government
7 6 (1.89%) Legal
8 5 (1.57%) Influencing Skills
8 5 (1.57%) Manufacturing
8 5 (1.57%) Retail
8 5 (1.57%) Telecoms
9 4 (1.26%) Financial Institution
9 4 (1.26%) Presentation Skills
10 3 (0.94%) Automotive
10 3 (0.94%) Back Office
10 3 (0.94%) Corporate Banking
10 3 (0.94%) Marketing
10 3 (0.94%) Pharmaceutical
11 2 (0.63%) Police
Libraries, Frameworks & Software Standards
1 16 (5.03%) PySpark
2 11 (3.46%) Kafka
3 4 (1.26%) SOAP
4 3 (0.94%) .NET
4 3 (0.94%) Apache NiFi
4 3 (0.94%) AWS CDK
4 3 (0.94%) JSON
4 3 (0.94%) Node.js
4 3 (0.94%) REST
4 3 (0.94%) XML
5 2 (0.63%) Oracle Fusion
6 1 (0.31%) .NET Core
6 1 (0.31%) ADO
6 1 (0.31%) ARM Templates
6 1 (0.31%) Smart Contracts
Miscellaneous
1 31 (9.75%) Cloud Native
2 25 (7.86%) Data Structures
3 11 (3.46%) Legacy Systems
3 11 (3.46%) NHS
4 10 (3.14%) Distributed Systems
4 10 (3.14%) Hybrid Cloud
5 8 (2.52%) Data Fabric
5 8 (2.52%) Reference Data
6 7 (2.20%) Low-Code
7 6 (1.89%) FMCG
7 6 (1.89%) Product Ownership
8 5 (1.57%) Taxonomies
9 4 (1.26%) Management Information System
9 4 (1.26%) Onboarding
9 4 (1.26%) Pricing Data
9 4 (1.26%) Reinsurance
10 3 (0.94%) Data Protection Act
10 3 (0.94%) Distributed Computing
10 3 (0.94%) IoT
11 2 (0.63%) Mobile App
Operating Systems
1 1 (0.31%) Unix
1 1 (0.31%) Windows
1 1 (0.31%) zOS
Processes & Methodologies
1 184 (57.86%) Data Modelling
2 163 (51.26%) Data Architecture
3 120 (37.74%) Data Governance
4 88 (27.67%) Analytics
5 65 (20.44%) ETL
6 57 (17.92%) Business Intelligence
7 52 (16.35%) Data Strategy
8 50 (15.72%) Data Integration
8 50 (15.72%) Migration
9 49 (15.41%) AI
10 46 (14.47%) Metadata Management
11 43 (13.52%) Roadmaps
12 38 (11.95%) Machine Learning
13 37 (11.64%) Data Pipeline
14 36 (11.32%) Data Engineering
14 36 (11.32%) Stakeholder Management
15 35 (11.01%) Problem-Solving
16 34 (10.69%) Physical Data Model
17 32 (10.06%) Data Management
17 32 (10.06%) DevOps
Programming Languages
1 63 (19.81%) Python
2 58 (18.24%) SQL
3 17 (5.35%) Java
4 6 (1.89%) PL/SQL
5 4 (1.26%) C
5 4 (1.26%) C++
5 4 (1.26%) Perl
6 3 (0.94%) JavaScript
6 3 (0.94%) Scala
6 3 (0.94%) SPARQL
7 2 (0.63%) Korn
7 2 (0.63%) PowerShell
8 1 (0.31%) ANSI SQL
8 1 (0.31%) C#
8 1 (0.31%) R
8 1 (0.31%) SOQL
8 1 (0.31%) T-SQL
Qualifications
1 48 (15.09%) Security Cleared
2 39 (12.26%) SC Cleared
3 15 (4.72%) Degree
4 11 (3.46%) AWS Certification
4 11 (3.46%) Azure Certification
5 9 (2.83%) BPSS Clearance
6 5 (1.57%) Computer Science Degree
6 5 (1.57%) Microsoft Certification
6 5 (1.57%) TOGAF Certification
7 4 (1.26%) AWS Certified Solutions Architect
7 4 (1.26%) Master's Degree
8 2 (0.63%) DV Cleared
9 1 (0.31%) CTC Cleared
9 1 (0.31%) ITIL Certification
9 1 (0.31%) MCP
9 1 (0.31%) MySQL Certification
9 1 (0.31%) Oracle Certification
9 1 (0.31%) SAP Certification
9 1 (0.31%) SnowPro
Quality Assurance & Compliance
1 59 (18.55%) Data Quality
2 33 (10.38%) GDPR
3 8 (2.52%) Accessibility
4 7 (2.20%) California Consumer Privacy Act
5 5 (1.57%) QA
6 4 (1.26%) HIPAA
7 3 (0.94%) Actionable Recommendations
8 2 (0.63%) CRD IV
8 2 (0.63%) FINREP
8 2 (0.63%) IFRS
9 1 (0.31%) GMP
9 1 (0.31%) Government Security Classifications
9 1 (0.31%) ISO/IEC 27001
9 1 (0.31%) NCSC
9 1 (0.31%) PCI DSS
System Software
1 1 (0.31%) Docker
1 1 (0.31%) HDFS
Systems Management
1 23 (7.23%) Terraform
2 5 (1.57%) Ansible
3 2 (0.63%) Kubernetes
4 1 (0.31%) Grafana
4 1 (0.31%) Kubeflow
Vendors
1 48 (15.09%) Microsoft
2 44 (13.84%) Databricks
3 21 (6.60%) Oracle
4 17 (5.35%) Informatica
5 14 (4.40%) Google
5 14 (4.40%) Salesforce
6 13 (4.09%) SAP
7 5 (1.57%) Greenplum
7 5 (1.57%) Sparx
7 5 (1.57%) Talend
8 4 (1.26%) Dynatrace
8 4 (1.26%) Hitachi
8 4 (1.26%) MicroStrategy
8 4 (1.26%) Pega
8 4 (1.26%) Remedy
9 3 (0.94%) Palantir
9 3 (0.94%) Workday
10 2 (0.63%) OneTrust
10 2 (0.63%) ServiceNow
10 2 (0.63%) SimCorp