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 December 2025.

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

6 months to
18 Dec 2025
Same period 2024 Same period 2023
Rank 307 263 260
Rank change year-on-year -44 -3 +2
Contract jobs requiring a Data Architect 324 319 422
As % of all contract jobs in the UK 0.89% 0.93% 0.96%
As % of the Job Titles category 0.97% 1.01% 1.02%
Number of daily rates quoted 239 204 319
10th Percentile £450 £486 £496
25th Percentile £508 £523 £600
Median daily rate (50th Percentile) £600 £623 £675
Median % change year-on-year -3.75% -7.65% +2.43%
75th Percentile £678 £738 £738
90th Percentile £775 £799 £775
UK excluding London median daily rate £567 £625 £650
% change year-on-year -9.32% -3.85% +4.00%
Number of hourly rates quoted 1 2 6
10th Percentile - £79.39 £45.64
25th Percentile £81.50 £85.97 £48.82
Median hourly rate £83.00 £99.43 £61.53
Median % change year-on-year -16.52% +61.60% -12.10%
75th Percentile £84.50 £110.40 £72.00
90th Percentile - £115.47 -
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 33,289 31,718 41,239
% of contract IT jobs with a recognized job title 90.98% 92.78% 93.40%
Number of daily rates quoted 21,068 19,534 27,738
10th Percentile £290 £300 £288
25th Percentile £404 £409 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £618 £638 £644
90th Percentile £720 £738 £740
UK excluding London median daily rate £475 £489 £500
% change year-on-year -2.86% -2.20% -
Number of hourly rates quoted 1,959 999 1,468
10th Percentile £14.25 £15.52 £15.14
25th Percentile £18.19 £21.22 £19.06
Median hourly rate £25.47 £34.00 £44.50
Median % change year-on-year -25.09% -23.60% +48.33%
75th Percentile £57.50 £62.84 £65.00
90th Percentile £71.46 £72.55 £77.50
UK excluding London median hourly rate £25.15 £32.50 £45.00
% change year-on-year -22.62% -27.78% +80.76%

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 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 18 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 -43 270 £600 -4.00% 92
London -19 153 £600 -4.00% 36
UK excluding London -16 115 £567 -9.32% 68
Work from Home -13 104 £608 -0.82% 47
North of England -58 32 £575 -7.95% 13
North West -12 26 £550 -12.00% 3
Midlands -21 26 £581 -3.51% 12
West Midlands -11 24 £581 -5.08% 12
South West +2 18 £600 -4.00% 6
South East -24 18 £575 -8.00% 18
Scotland +14 14 £500 -28.57% 3
East of England -15 9 £625 -7.41% 17
Yorkshire -47 6 £675 -3.57% 6
East Midlands -18 2 £501 +10.60%
Northern Ireland - 1 £975 -

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

For the 6 months to 18 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.

1 192 (59.26%) Data Modelling
2 170 (52.47%) Data Architecture
3 120 (37.04%) Azure
4 118 (36.42%) Data Governance
5 96 (29.63%) Analytics
6 83 (25.62%) AWS
7 75 (23.15%) Data Warehouse
8 66 (20.37%) Data Quality
9 63 (19.44%) ETL
9 63 (19.44%) Metadata
9 63 (19.44%) Python
10 61 (18.83%) Business Intelligence
10 61 (18.83%) SQL
11 60 (18.52%) Data Strategy
12 57 (17.59%) Power Platform
13 52 (16.05%) Microsoft
13 52 (16.05%) Migration
14 51 (15.74%) Security Cleared
15 50 (15.43%) Power BI
16 49 (15.12%) Databricks
17 48 (14.81%) AI
17 48 (14.81%) Data Integration
18 47 (14.51%) Metadata Management
19 42 (12.96%) Stakeholder Management
20 41 (12.65%) Roadmaps
21 40 (12.35%) Data Lake
21 40 (12.35%) Problem-Solving
22 39 (12.04%) SC Cleared
23 37 (11.42%) DevOps
23 37 (11.42%) Physical Data Model

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 9 (2.78%) Apache Airflow
1 9 (2.78%) Apache Spark
1 9 (2.78%) SAS
2 8 (2.47%) Apache
3 2 (0.62%) Luigi
4 1 (0.31%) Ethereum
4 1 (0.31%) Hyperledger
4 1 (0.31%) Microsoft Exchange
4 1 (0.31%) SharePoint
Applications
1 3 (0.93%) Microsoft Excel
2 2 (0.62%) Microsoft Office
2 2 (0.62%) Spreadsheet
3 1 (0.31%) MS Visio
Business Applications
1 7 (2.16%) Sparx Enterprise Architect
2 6 (1.85%) SAP S/4HANA
3 5 (1.54%) Dynamics CRM
3 5 (1.54%) Salesforce CRM
4 2 (0.62%) 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
1 120 (37.04%) Azure
2 83 (25.62%) AWS
3 57 (17.59%) Power Platform
4 35 (10.80%) Azure Data Factory
5 34 (10.49%) Azure Synapse Analytics
6 31 (9.57%) Snowflake
7 29 (8.95%) Serverless
8 28 (8.64%) GCP
9 26 (8.02%) Microsoft Purview
10 21 (6.48%) Amazon S3
11 14 (4.32%) AWS Lambda
12 13 (4.01%) dbt
13 11 (3.40%) Amazon Kinesis
13 11 (3.40%) AWS CloudFormation
13 11 (3.40%) Collibra
14 9 (2.78%) Azure DevOps
14 9 (2.78%) Azure Functions
14 9 (2.78%) Dynamics 365
15 6 (1.85%) Amazon EMR
15 6 (1.85%) AWS Data Pipeline
Communications & Networking
1 2 (0.62%) Hyperconnected
2 1 (0.31%) DWDM
2 1 (0.31%) LAN
2 1 (0.31%) Structured Cabling
Database & Business Intelligence
1 75 (23.15%) Data Warehouse
2 63 (19.44%) Metadata
3 50 (15.43%) Power BI
4 40 (12.35%) Data Lake
5 28 (8.64%) PostgreSQL
6 26 (8.02%) Amazon Redshift
7 19 (5.86%) Data Vault
8 16 (4.94%) SQL Server
9 15 (4.63%) Amazon Athena
10 14 (4.32%) Relational Database
11 13 (4.01%) Azure SQL Database
11 13 (4.01%) NoSQL
12 12 (3.70%) Big Data
12 12 (3.70%) Tableau
13 10 (3.09%) Oracle Database
14 9 (2.78%) BigQuery
14 9 (2.78%) Delta Lake
14 9 (2.78%) OLTP
15 8 (2.47%) Apache Iceberg
15 8 (2.47%) RDBMS
Development Applications
1 14 (4.32%) ERwin
2 6 (1.85%) Git
3 5 (1.54%) Jenkins
4 3 (0.93%) ER Studio
5 2 (0.62%) GCC
6 1 (0.31%) Bitbucket
6 1 (0.31%) GitLab
6 1 (0.31%) JIRA
6 1 (0.31%) Postman
6 1 (0.31%) PowerDesigner
6 1 (0.31%) Visual Studio Code
General
1 90 (27.78%) Social Skills
2 59 (18.21%) Finance
3 50 (15.43%) Public Sector
4 33 (10.19%) Analytical Skills
5 12 (3.70%) Banking
6 9 (2.78%) Retail
7 8 (2.47%) Inclusion and Diversity
7 8 (2.47%) Local Government
8 6 (1.85%) Legal
8 6 (1.85%) Manufacturing
9 5 (1.54%) Influencing Skills
9 5 (1.54%) Presentation Skills
10 4 (1.23%) Financial Institution
10 4 (1.23%) Telecoms
11 3 (0.93%) Back Office
11 3 (0.93%) Corporate Banking
11 3 (0.93%) Marketing
11 3 (0.93%) Pharmaceutical
12 2 (0.62%) Automotive
12 2 (0.62%) Police
Libraries, Frameworks & Software Standards
1 24 (7.41%) PySpark
2 11 (3.40%) Kafka
3 4 (1.23%) SOAP
4 3 (0.93%) .NET
4 3 (0.93%) AWS CDK
4 3 (0.93%) JSON
4 3 (0.93%) Node.js
4 3 (0.93%) REST
4 3 (0.93%) XML
5 2 (0.62%) Apache Avro
5 2 (0.62%) Oracle Fusion
5 2 (0.62%) Protocol Buffers
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 28 (8.64%) Cloud Native
2 24 (7.41%) Data Structures
3 12 (3.70%) NHS
4 10 (3.09%) Hybrid Cloud
4 10 (3.09%) Legacy Systems
5 9 (2.78%) Distributed Systems
6 8 (2.47%) Data Fabric
6 8 (2.47%) Reference Data
7 7 (2.16%) FMCG
7 7 (2.16%) Low-Code
8 6 (1.85%) Product Ownership
9 4 (1.23%) Data Protection Act
9 4 (1.23%) Onboarding
9 4 (1.23%) Pricing Data
9 4 (1.23%) Reinsurance
9 4 (1.23%) Taxonomies
10 3 (0.93%) Distributed Computing
10 3 (0.93%) IoT
10 3 (0.93%) Management Information System
10 3 (0.93%) Replication
Operating Systems
1 1 (0.31%) Unix
1 1 (0.31%) Windows
1 1 (0.31%) zOS
Processes & Methodologies
1 192 (59.26%) Data Modelling
2 170 (52.47%) Data Architecture
3 118 (36.42%) Data Governance
4 96 (29.63%) Analytics
5 63 (19.44%) ETL
6 61 (18.83%) Business Intelligence
7 60 (18.52%) Data Strategy
8 52 (16.05%) Migration
9 48 (14.81%) AI
9 48 (14.81%) Data Integration
10 47 (14.51%) Metadata Management
11 42 (12.96%) Stakeholder Management
12 41 (12.65%) Roadmaps
13 40 (12.35%) Problem-Solving
14 37 (11.42%) DevOps
14 37 (11.42%) Physical Data Model
15 36 (11.11%) Machine Learning
16 35 (10.80%) CI/CD
16 35 (10.80%) Data Management
16 35 (10.80%) Data Pipeline
Programming Languages
1 63 (19.44%) Python
2 61 (18.83%) SQL
3 12 (3.70%) Java
4 4 (1.23%) PL/SQL
5 3 (0.93%) JavaScript
5 3 (0.93%) SPARQL
5 3 (0.93%) T-SQL
6 2 (0.62%) Korn
6 2 (0.62%) Scala
7 1 (0.31%) ANSI SQL
7 1 (0.31%) C#
7 1 (0.31%) R
7 1 (0.31%) SOQL
Qualifications
1 51 (15.74%) Security Cleared
2 39 (12.04%) SC Cleared
3 18 (5.56%) Degree
4 11 (3.40%) Azure Certification
5 9 (2.78%) AWS Certification
5 9 (2.78%) BPSS Clearance
6 8 (2.47%) Computer Science Degree
7 7 (2.16%) TOGAF Certification
8 6 (1.85%) Master's Degree
8 6 (1.85%) Microsoft Certification
9 4 (1.23%) AWS Certified Solutions Architect
10 3 (0.93%) 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 (20.37%) Data Quality
2 31 (9.57%) GDPR
3 10 (3.09%) Accessibility
4 6 (1.85%) California Consumer Privacy Act
5 5 (1.54%) QA
6 4 (1.23%) HIPAA
7 3 (0.93%) Actionable Recommendations
8 2 (0.62%) CRD IV
8 2 (0.62%) FINREP
8 2 (0.62%) IFRS
9 1 (0.31%) GMP
9 1 (0.31%) Government Security Classifications
9 1 (0.31%) ISO 20022
9 1 (0.31%) ISO/IEC 27001
9 1 (0.31%) PCI DSS
System Software
1 1 (0.31%) Docker
1 1 (0.31%) HDFS
Systems Management
1 23 (7.10%) Terraform
2 5 (1.54%) Ansible
3 2 (0.62%) Kubernetes
4 1 (0.31%) Grafana
Vendors
1 52 (16.05%) Microsoft
2 49 (15.12%) Databricks
3 23 (7.10%) Oracle
4 17 (5.25%) Informatica
5 14 (4.32%) Salesforce
6 13 (4.01%) SAP
7 12 (3.70%) Google
8 5 (1.54%) Greenplum
8 5 (1.54%) 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 (0.93%) Hitachi
10 3 (0.93%) Palantir
10 3 (0.93%) Talend
10 3 (0.93%) Workday
11 2 (0.62%) OneTrust
11 2 (0.62%) SimCorp