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 25 December 2025.

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

6 months to
25 Dec 2025
Same period 2024 Same period 2023
Rank 298 265 244
Rank change year-on-year -33 -21 +12
Contract jobs requiring a Data Architect 326 327 429
As % of all contract jobs in the UK 0.88% 0.96% 0.99%
As % of the Job Titles category 0.96% 1.04% 1.06%
Number of daily rates quoted 242 209 320
10th Percentile £450 £483 £496
25th Percentile £513 £523 £600
Median daily rate (50th Percentile) £600 £620 £675
Median % change year-on-year -3.23% -8.15% +2.43%
75th Percentile £675 £725 £738
90th Percentile £775 £799 £775
UK excluding London median daily rate £574 £625 £650
% change year-on-year -8.15% -3.90% +3.01%
Number of hourly rates quoted 1 4 6
10th Percentile - £76.13 £45.64
25th Percentile £81.50 £77.81 £48.82
Median hourly rate £83.00 £80.50 £61.53
Median % change year-on-year +3.11% +30.84% -12.10%
75th Percentile £84.50 £93.47 £72.00
90th Percentile - £108.70 -
UK excluding London median hourly rate £83.00 £80.50 £61.53
% change year-on-year +3.11% +30.84% -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 33,803 31,437 40,517
% of contract IT jobs with a recognized job title 91.09% 92.75% 93.35%
Number of daily rates quoted 21,362 19,311 27,163
10th Percentile £294 £300 £283
25th Percentile £405 £409 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £616 £638 £640
90th Percentile £720 £738 £738
UK excluding London median daily rate £475 £488 £500
% change year-on-year -2.56% -2.50% -
Number of hourly rates quoted 1,992 980 1,517
10th Percentile £14.25 £15.50 £14.86
25th Percentile £18.19 £21.03 £19.25
Median hourly rate £25.20 £33.00 £45.00
Median % change year-on-year -23.64% -26.67% +45.77%
75th Percentile £57.50 £63.00 £65.00
90th Percentile £71.00 £73.75 £77.00
UK excluding London median hourly rate £25.15 £32.50 £46.18
% change year-on-year -22.62% -29.62% +84.72%

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 25 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 15 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 25 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 -52 272 £600 -4.00% 151
London -25 156 £600 -4.00% 49
UK excluding London -21 112 £574 -8.15% 116
Work from Home -7 103 £600 -2.04% 47
North of England -61 30 £600 -3.94% 32
Midlands -20 27 £582 -3.44% 23
North West -24 26 £550 -12.00% 12
West Midlands -9 25 £582 -5.02% 17
South West -7 18 £600 -4.00% 12
South East -34 18 £575 -4.17% 27
Scotland +13 12 £500 -28.57% 6
East of England -20 9 £625 -7.41% 13
Yorkshire -48 4 £688 -1.79% 16
East Midlands -22 2 £501 +10.60% 5
Northern Ireland - 1 £975 - 1

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

For the 6 months to 25 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.

1 191 (58.59%) Data Modelling
2 172 (52.76%) Data Architecture
3 124 (38.04%) Azure
4 117 (35.89%) Data Governance
5 100 (30.67%) Analytics
6 84 (25.77%) AWS
7 76 (23.31%) Data Warehouse
8 66 (20.25%) Data Quality
9 65 (19.94%) Python
10 64 (19.63%) ETL
11 63 (19.33%) Data Strategy
11 63 (19.33%) Metadata
11 63 (19.33%) SQL
12 61 (18.71%) Business Intelligence
13 57 (17.48%) Databricks
13 57 (17.48%) Power Platform
14 55 (16.87%) Microsoft
15 53 (16.26%) Migration
16 51 (15.64%) Security Cleared
17 50 (15.34%) Power BI
18 49 (15.03%) AI
18 49 (15.03%) Data Integration
19 46 (14.11%) Metadata Management
20 43 (13.19%) Roadmaps
21 42 (12.88%) Data Lake
21 42 (12.88%) Stakeholder Management
22 40 (12.27%) Problem-Solving
22 40 (12.27%) SC Cleared
23 38 (11.66%) Physical Data Model
24 37 (11.35%) Azure Data Factory

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 10 (3.07%) Apache Spark
2 9 (2.76%) SAS
3 8 (2.45%) Apache
3 8 (2.45%) Apache Airflow
4 2 (0.61%) 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 (0.92%) Microsoft Excel
2 2 (0.61%) Microsoft Office
2 2 (0.61%) Spreadsheet
3 1 (0.31%) MS Visio
Business Applications
1 7 (2.15%) Sparx Enterprise Architect
2 6 (1.84%) SAP S/4HANA
3 5 (1.53%) Dynamics CRM
3 5 (1.53%) Salesforce CRM
4 2 (0.61%) 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
1 124 (38.04%) Azure
2 84 (25.77%) AWS
3 57 (17.48%) Power Platform
4 37 (11.35%) Azure Data Factory
5 35 (10.74%) Azure Synapse Analytics
6 30 (9.20%) Serverless
7 28 (8.59%) Microsoft Purview
7 28 (8.59%) Snowflake
8 26 (7.98%) GCP
9 23 (7.06%) Amazon S3
10 15 (4.60%) AWS Lambda
11 14 (4.29%) dbt
12 12 (3.68%) Amazon Kinesis
13 11 (3.37%) AWS CloudFormation
14 10 (3.07%) Azure DevOps
14 10 (3.07%) Collibra
15 9 (2.76%) Azure Functions
15 9 (2.76%) Dynamics 365
16 6 (1.84%) Amazon EMR
16 6 (1.84%) AWS Data Pipeline
Communications & Networking
1 2 (0.61%) Hyperconnected
2 1 (0.31%) DWDM
2 1 (0.31%) LAN
Database & Business Intelligence
1 76 (23.31%) Data Warehouse
2 63 (19.33%) Metadata
3 50 (15.34%) Power BI
4 42 (12.88%) Data Lake
5 28 (8.59%) PostgreSQL
6 27 (8.28%) Amazon Redshift
7 19 (5.83%) Data Vault
8 18 (5.52%) SQL Server
9 16 (4.91%) Amazon Athena
10 14 (4.29%) Relational Database
11 13 (3.99%) NoSQL
11 13 (3.99%) Tableau
12 12 (3.68%) Azure SQL Database
12 12 (3.68%) Big Data
13 11 (3.37%) Delta Lake
14 10 (3.07%) OLTP
14 10 (3.07%) Oracle Database
15 9 (2.76%) Apache Iceberg
15 9 (2.76%) BigQuery
15 9 (2.76%) Spark SQL
Development Applications
1 15 (4.60%) ERwin
2 6 (1.84%) Git
3 5 (1.53%) Jenkins
4 3 (0.92%) ER Studio
5 2 (0.61%) GCC
5 2 (0.61%) GitLab
6 1 (0.31%) Bitbucket
6 1 (0.31%) Postman
6 1 (0.31%) PowerDesigner
6 1 (0.31%) Visual Studio Code
General
1 93 (28.53%) Social Skills
2 60 (18.40%) Finance
3 49 (15.03%) Public Sector
4 33 (10.12%) Analytical Skills
5 12 (3.68%) Banking
6 9 (2.76%) Retail
7 8 (2.45%) Inclusion and Diversity
7 8 (2.45%) Local Government
8 6 (1.84%) Influencing Skills
8 6 (1.84%) Legal
8 6 (1.84%) Manufacturing
9 5 (1.53%) Presentation Skills
10 4 (1.23%) Financial Institution
10 4 (1.23%) Telecoms
11 3 (0.92%) Back Office
11 3 (0.92%) Corporate Banking
11 3 (0.92%) Marketing
11 3 (0.92%) Pharmaceutical
12 2 (0.61%) Automotive
12 2 (0.61%) Front Office
Libraries, Frameworks & Software Standards
1 23 (7.06%) PySpark
2 12 (3.68%) Kafka
3 4 (1.23%) SOAP
4 3 (0.92%) .NET
4 3 (0.92%) Apache Avro
4 3 (0.92%) AWS CDK
4 3 (0.92%) JSON
4 3 (0.92%) Node.js
4 3 (0.92%) Protocol Buffers
4 3 (0.92%) REST
4 3 (0.92%) XML
5 2 (0.61%) Oracle Fusion
6 1 (0.31%) .NET Core
6 1 (0.31%) ADO
6 1 (0.31%) Apache NiFi
6 1 (0.31%) ARM Templates
6 1 (0.31%) Smart Contracts
Miscellaneous
1 27 (8.28%) Cloud Native
2 26 (7.98%) Data Structures
3 12 (3.68%) NHS
4 10 (3.07%) Legacy Systems
5 9 (2.76%) Distributed Systems
5 9 (2.76%) Hybrid Cloud
6 8 (2.45%) Data Fabric
6 8 (2.45%) FMCG
6 8 (2.45%) Reference Data
7 7 (2.15%) Low-Code
7 7 (2.15%) Product Ownership
8 6 (1.84%) Reinsurance
9 4 (1.23%) Onboarding
9 4 (1.23%) Pricing Data
9 4 (1.23%) Taxonomies
10 3 (0.92%) Data Protection Act
10 3 (0.92%) Distributed Computing
10 3 (0.92%) IoT
10 3 (0.92%) Management Information System
10 3 (0.92%) Replication
Operating Systems
1 1 (0.31%) Windows
1 1 (0.31%) zOS
Processes & Methodologies
1 191 (58.59%) Data Modelling
2 172 (52.76%) Data Architecture
3 117 (35.89%) Data Governance
4 100 (30.67%) Analytics
5 64 (19.63%) ETL
6 63 (19.33%) Data Strategy
7 61 (18.71%) Business Intelligence
8 53 (16.26%) Migration
9 49 (15.03%) AI
9 49 (15.03%) Data Integration
10 46 (14.11%) Metadata Management
11 43 (13.19%) Roadmaps
12 42 (12.88%) Stakeholder Management
13 40 (12.27%) Problem-Solving
14 38 (11.66%) Physical Data Model
15 37 (11.35%) DevOps
16 36 (11.04%) Machine Learning
17 34 (10.43%) Data Management
17 34 (10.43%) Data Pipeline
18 33 (10.12%) CI/CD
Programming Languages
1 65 (19.94%) Python
2 63 (19.33%) SQL
3 12 (3.68%) Java
4 5 (1.53%) T-SQL
5 4 (1.23%) PL/SQL
6 3 (0.92%) JavaScript
6 3 (0.92%) SPARQL
7 2 (0.61%) Korn
7 2 (0.61%) PowerShell
7 2 (0.61%) Scala
8 1 (0.31%) ANSI SQL
8 1 (0.31%) C#
8 1 (0.31%) R
8 1 (0.31%) SOQL
Qualifications
1 51 (15.64%) Security Cleared
2 40 (12.27%) SC Cleared
3 18 (5.52%) Degree
4 14 (4.29%) Azure Certification
5 9 (2.76%) AWS Certification
5 9 (2.76%) BPSS Clearance
6 8 (2.45%) Computer Science Degree
6 8 (2.45%) Microsoft Certification
7 7 (2.15%) TOGAF Certification
8 6 (1.84%) Master's Degree
9 4 (1.23%) AWS Certified Solutions Architect
10 3 (0.92%) DV Cleared
11 1 (0.31%) ITIL Certification
11 1 (0.31%) MCP
11 1 (0.31%) MySQL Certification
11 1 (0.31%) Oracle Certification
11 1 (0.31%) SAP Certification
11 1 (0.31%) SnowPro
Quality Assurance & Compliance
1 66 (20.25%) Data Quality
2 30 (9.20%) GDPR
3 10 (3.07%) Accessibility
4 5 (1.53%) California Consumer Privacy Act
4 5 (1.53%) QA
5 4 (1.23%) HIPAA
6 3 (0.92%) Actionable Recommendations
7 2 (0.61%) CRD IV
7 2 (0.61%) FINREP
7 2 (0.61%) IFRS
7 2 (0.61%) ISO 20022
8 1 (0.31%) GMP
8 1 (0.31%) Government Security Classifications
8 1 (0.31%) ISO/IEC 27001
8 1 (0.31%) PCI DSS
System Software
1 1 (0.31%) Docker
1 1 (0.31%) HDFS
Systems Management
1 24 (7.36%) Terraform
2 5 (1.53%) Ansible
3 2 (0.61%) Grafana
4 1 (0.31%) Kubernetes
4 1 (0.31%) Prometheus
Vendors
1 57 (17.48%) Databricks
2 55 (16.87%) Microsoft
3 22 (6.75%) Oracle
4 15 (4.60%) Informatica
5 14 (4.29%) Salesforce
6 13 (3.99%) SAP
7 11 (3.37%) Google
8 5 (1.53%) Greenplum
8 5 (1.53%) Sparx
9 4 (1.23%) Ab Initio
9 4 (1.23%) Dynatrace
9 4 (1.23%) MicroStrategy
9 4 (1.23%) Pega
9 4 (1.23%) Remedy
10 3 (0.92%) Confluent
10 3 (0.92%) Hitachi
10 3 (0.92%) Palantir
10 3 (0.92%) Workday
11 2 (0.61%) eFront
11 2 (0.61%) Virgin Media