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 18 November 2025.

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

6 months to
18 Nov 2025
Same period 2024 Same period 2023
Rank 300 280 275
Rank change year-on-year -20 -5 -19
Contract jobs requiring a Data Architect 313 309 404
As % of all contract jobs in the UK 0.88% 0.86% 0.86%
As % of the Job Titles category 0.97% 0.92% 0.92%
Number of daily rates quoted 227 201 296
10th Percentile £450 £500 £494
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 £706 £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 1 3 7
10th Percentile - - £39.92
25th Percentile £81.50 - £45.64
Median hourly rate £83.00 £60.00 £51.06
Median % change year-on-year +38.33% +17.52% -27.06%
75th Percentile £84.50 £89.43 £72.00
90th Percentile - £107.09 -
UK excluding London median hourly rate £83.00 £60.00 £61.53
% change year-on-year +38.33% -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 32,191 33,474 43,775
% of contract IT jobs with a recognized job title 90.95% 92.85% 93.67%
Number of daily rates quoted 20,427 20,165 29,691
10th Percentile £278 £300 £293
25th Percentile £402 £410 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £619 £638 £649
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 1,886 1,246 1,552
10th Percentile £14.16 £15.22 £15.16
25th Percentile £17.87 £20.50 £19.06
Median hourly rate £25.15 £36.08 £45.00
Median % change year-on-year -30.30% -19.82% +60.06%
75th Percentile £54.56 £65.00 £65.00
90th Percentile £70.00 £73.75 £77.50
UK excluding London median hourly rate £25.15 £35.00 £45.00
% change year-on-year -28.14% -22.22% +87.50%

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 18 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
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 18 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 -40 262 £613 -2.00% 166
London -22 145 £622 -0.56% 97
UK excluding London +17 119 £575 -8.00% 86
Work from Home +19 105 £625 +2.04% 84
North of England -37 35 £625 +0.46% 7
Midlands -12 30 £581 -3.37% 12
West Midlands -6 26 £578 -4.07% 9
North West -13 26 £619 -1.00% 4
Scotland +20 18 £500 - 10
South East -5 15 £513 -18.00% 35
South West +3 14 £600 -4.00% 19
Yorkshire -40 9 £688 +4.17% 1
East of England -14 8 £588 - 3
East Midlands -17 3 £501 +10.60% 3
Northern Ireland - 1 £975 -
Channel Islands - 1 £760 -

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

For the 6 months to 18 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.

1 189 (60.38%) Data Modelling
2 163 (52.08%) Data Architecture
3 122 (38.98%) Azure
4 120 (38.34%) Data Governance
5 90 (28.75%) AWS
6 84 (26.84%) Analytics
7 73 (23.32%) Data Warehouse
8 72 (23.00%) ETL
9 63 (20.13%) SQL
10 62 (19.81%) Power Platform
10 62 (19.81%) Python
11 61 (19.49%) Metadata
12 60 (19.17%) Business Intelligence
13 59 (18.85%) Data Quality
14 56 (17.89%) Data Strategy
15 55 (17.57%) Power BI
16 51 (16.29%) Data Integration
16 51 (16.29%) Security Cleared
17 50 (15.97%) Microsoft
18 49 (15.65%) Migration
19 47 (15.02%) AI
20 45 (14.38%) Databricks
20 45 (14.38%) Roadmaps
21 44 (14.06%) Metadata Management
22 43 (13.74%) SC Cleared
23 41 (13.10%) Data Lake
24 38 (12.14%) Azure Data Factory
24 38 (12.14%) Data Pipeline
25 37 (11.82%) GCP
25 37 (11.82%) 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 (4.15%) Apache Spark
2 10 (3.19%) Apache
2 10 (3.19%) Apache Airflow
3 8 (2.56%) SAS
4 2 (0.64%) Luigi
5 1 (0.32%) Ethereum
5 1 (0.32%) Hyperledger
5 1 (0.32%) Microsoft Exchange
5 1 (0.32%) SharePoint
Applications
1 2 (0.64%) Microsoft Excel
1 2 (0.64%) Microsoft Office
1 2 (0.64%) Spreadsheet
Business Applications
1 7 (2.24%) SAP S/4HANA
1 7 (2.24%) Sparx Enterprise Architect
2 5 (1.60%) Dynamics CRM
2 5 (1.60%) Salesforce CRM
3 2 (0.64%) Aladdin
4 1 (0.32%) Distributed Ledger
4 1 (0.32%) iTrent
4 1 (0.32%) Oracle EBS
4 1 (0.32%) Payment Gateway
4 1 (0.32%) R3 Corda
4 1 (0.32%) SAP IBP
4 1 (0.32%) SAP Oil and Gas
4 1 (0.32%) Workday HCM
Cloud Services
1 122 (38.98%) Azure
2 90 (28.75%) AWS
3 62 (19.81%) Power Platform
4 38 (12.14%) Azure Data Factory
5 37 (11.82%) GCP
6 32 (10.22%) Azure Synapse Analytics
7 31 (9.90%) Snowflake
8 27 (8.63%) Serverless
9 22 (7.03%) Microsoft Purview
10 19 (6.07%) Amazon S3
11 15 (4.79%) AWS Lambda
11 15 (4.79%) dbt
12 12 (3.83%) AWS CloudFormation
13 11 (3.51%) Collibra
14 10 (3.19%) Dynamics 365
15 8 (2.56%) Amazon Kinesis
16 7 (2.24%) Amazon EMR
17 6 (1.92%) AWS Data Pipeline
17 6 (1.92%) Azure DevOps
17 6 (1.92%) SaaS
Communications & Networking
1 2 (0.64%) Hyperconnected
2 1 (0.32%) DWDM
2 1 (0.32%) Internet
2 1 (0.32%) Structured Cabling
Database & Business Intelligence
1 73 (23.32%) Data Warehouse
2 61 (19.49%) Metadata
3 55 (17.57%) Power BI
4 41 (13.10%) Data Lake
5 25 (7.99%) Amazon Redshift
5 25 (7.99%) PostgreSQL
6 18 (5.75%) Data Vault
7 17 (5.43%) Big Data
8 16 (5.11%) SQL Server
9 15 (4.79%) BigQuery
9 15 (4.79%) NoSQL
10 14 (4.47%) Relational Database
11 13 (4.15%) Amazon Athena
11 13 (4.15%) Azure SQL Database
12 8 (2.56%) Delta Lake
12 8 (2.56%) Hadoop
12 8 (2.56%) Metadata Repository
12 8 (2.56%) Oracle Database
12 8 (2.56%) RDBMS
12 8 (2.56%) Tableau
Development Applications
1 19 (6.07%) ERwin
2 7 (2.24%) Git
3 6 (1.92%) Jenkins
4 4 (1.28%) ER Studio
5 3 (0.96%) JIRA
6 2 (0.64%) GCC
7 1 (0.32%) MLflow
7 1 (0.32%) Postman
7 1 (0.32%) Visual Studio Code
General
1 89 (28.43%) Social Skills
2 69 (22.04%) Finance
3 49 (15.65%) Public Sector
4 27 (8.63%) Analytical Skills
5 13 (4.15%) Banking
6 11 (3.51%) Inclusion and Diversity
7 7 (2.24%) Retail
8 6 (1.92%) Legal
8 6 (1.92%) Local Government
8 6 (1.92%) Presentation Skills
9 5 (1.60%) Influencing Skills
9 5 (1.60%) Telecoms
10 4 (1.28%) Corporate Banking
10 4 (1.28%) Financial Institution
10 4 (1.28%) Manufacturing
10 4 (1.28%) Pharmaceutical
11 3 (0.96%) Automotive
11 3 (0.96%) Back Office
11 3 (0.96%) Investment Banking
11 3 (0.96%) Marketing
Libraries, Frameworks & Software Standards
1 20 (6.39%) PySpark
2 13 (4.15%) Kafka
3 4 (1.28%) .NET
4 3 (0.96%) AWS CDK
4 3 (0.96%) JSON
4 3 (0.96%) Node.js
4 3 (0.96%) SOAP
4 3 (0.96%) XML
5 2 (0.64%) Apache NiFi
5 2 (0.64%) REST
6 1 (0.32%) .NET Core
6 1 (0.32%) ADO
6 1 (0.32%) ARM Templates
6 1 (0.32%) Oracle Fusion
6 1 (0.32%) Smart Contracts
Miscellaneous
1 32 (10.22%) Cloud Native
2 21 (6.71%) Data Structures
3 11 (3.51%) NHS
4 10 (3.19%) Distributed Systems
4 10 (3.19%) Hybrid Cloud
4 10 (3.19%) Legacy Systems
5 8 (2.56%) Reference Data
6 7 (2.24%) Data Fabric
6 7 (2.24%) Low-Code
7 6 (1.92%) FMCG
7 6 (1.92%) Onboarding
7 6 (1.92%) Product Ownership
8 5 (1.60%) Management Information System
8 5 (1.60%) Taxonomies
9 4 (1.28%) Data Protection Act
9 4 (1.28%) Pricing Data
9 4 (1.28%) Reinsurance
10 3 (0.96%) IoT
11 2 (0.64%) Distributed Computing
11 2 (0.64%) Self-Motivation
Operating Systems
1 2 (0.64%) Unix
2 1 (0.32%) Linux
Processes & Methodologies
1 189 (60.38%) Data Modelling
2 163 (52.08%) Data Architecture
3 120 (38.34%) Data Governance
4 84 (26.84%) Analytics
5 72 (23.00%) ETL
6 60 (19.17%) Business Intelligence
7 56 (17.89%) Data Strategy
8 51 (16.29%) Data Integration
9 49 (15.65%) Migration
10 47 (15.02%) AI
11 45 (14.38%) Roadmaps
12 44 (14.06%) Metadata Management
13 38 (12.14%) Data Pipeline
14 37 (11.82%) Problem-Solving
15 36 (11.50%) Data Engineering
15 36 (11.50%) Data Management
15 36 (11.50%) Machine Learning
16 35 (11.18%) Stakeholder Management
17 33 (10.54%) CI/CD
18 32 (10.22%) DevOps
Programming Languages
1 63 (20.13%) SQL
2 62 (19.81%) Python
3 18 (5.75%) Java
4 6 (1.92%) PL/SQL
5 5 (1.60%) T-SQL
6 4 (1.28%) C
6 4 (1.28%) C++
6 4 (1.28%) Perl
6 4 (1.28%) Scala
7 3 (0.96%) JavaScript
7 3 (0.96%) SPARQL
8 2 (0.64%) Korn
8 2 (0.64%) PowerShell
9 1 (0.32%) ANSI SQL
9 1 (0.32%) Bash
9 1 (0.32%) C#
9 1 (0.32%) Shell Script
Qualifications
1 51 (16.29%) Security Cleared
2 43 (13.74%) SC Cleared
3 15 (4.79%) Degree
4 12 (3.83%) Azure Certification
5 11 (3.51%) AWS Certification
6 8 (2.56%) BPSS Clearance
7 7 (2.24%) Microsoft Certification
8 6 (1.92%) Computer Science Degree
9 5 (1.60%) AWS Certified Solutions Architect
10 4 (1.28%) Master's Degree
11 3 (0.96%) TOGAF Certification
12 2 (0.64%) DV Cleared
13 1 (0.32%) CTC Cleared
13 1 (0.32%) ITIL Certification
13 1 (0.32%) MCP
13 1 (0.32%) SAP Certification
13 1 (0.32%) SnowPro
Quality Assurance & Compliance
1 59 (18.85%) Data Quality
2 30 (9.58%) GDPR
3 8 (2.56%) Accessibility
4 6 (1.92%) California Consumer Privacy Act
5 4 (1.28%) HIPAA
5 4 (1.28%) QA
6 3 (0.96%) Actionable Recommendations
7 1 (0.32%) GMP
7 1 (0.32%) Government Security Classifications
7 1 (0.32%) GxP
7 1 (0.32%) ISO 20022
7 1 (0.32%) ISO/IEC 27001
7 1 (0.32%) NCSC
7 1 (0.32%) NIST
System Software
1 2 (0.64%) Docker
2 1 (0.32%) Active Directory
2 1 (0.32%) HDFS
Systems Management
1 23 (7.35%) Terraform
2 5 (1.60%) Ansible
3 4 (1.28%) Kubernetes
4 1 (0.32%) Control-M
4 1 (0.32%) Kubeflow
Vendors
1 50 (15.97%) Microsoft
2 45 (14.38%) Databricks
3 21 (6.71%) Oracle
4 16 (5.11%) Informatica
5 14 (4.47%) Google
6 13 (4.15%) SAP
7 11 (3.51%) Salesforce
8 5 (1.60%) Greenplum
8 5 (1.60%) Sparx
9 4 (1.28%) Dynatrace
9 4 (1.28%) Hitachi
9 4 (1.28%) MicroStrategy
9 4 (1.28%) Palantir
9 4 (1.28%) Pega
9 4 (1.28%) Remedy
9 4 (1.28%) Talend
10 3 (0.96%) Virgin Media
10 3 (0.96%) Workday
11 2 (0.64%) OneTrust
11 2 (0.64%) ServiceNow