Data Architecture Jobs with Hybrid/Remote/WFH Options

Data Architecture
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Data Architecture skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Architecture over the 6 months leading up to 3 May 2025, comparing them to the same period in the previous two years.

6 months to
3 May 2025
Same period 2024 Same period 2023
Rank 239 262 154
Rank change year-on-year +23 -108 +175
Permanent jobs citing Data Architecture 193 396 966
As % of all permanent jobs with a WFH option 1.27% 1.17% 2.27%
As % of the Processes & Methodologies category 1.37% 1.28% 2.36%
Number of salaries quoted 132 265 572
10th Percentile £56,809 £50,500 £46,570
25th Percentile £61,250 £60,000 £58,664
Median annual salary (50th Percentile) £75,000 £79,932 £85,000
Median % change year-on-year -6.17% -5.96% +21.43%
75th Percentile £98,474 £95,000 £112,500
90th Percentile £109,875 £112,500 £150,000
UK median annual salary £82,500 £79,932 £80,000
% change year-on-year +3.21% -0.09% +10.34%

All Process and Methodology Skills
Work from Home

Data Architecture falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 14,134 30,993 40,912
As % of all permanent jobs with a WFH option 93.17% 91.62% 96.10%
Number of salaries quoted 9,780 23,560 28,419
10th Percentile £30,000 £33,750 £37,500
25th Percentile £45,000 £42,500 £47,500
Median annual salary (50th Percentile) £60,000 £57,500 £62,500
Median % change year-on-year +4.35% -8.00% +4.17%
75th Percentile £77,500 £75,000 £82,500
90th Percentile £102,500 £95,000 £100,000
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -10.57% +2.50%

Data Architecture
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Architecture as a proportion of all IT jobs advertised.

Data Architecture trend for jobs with Hybrid/Remote/WFH options

Data Architecture
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options citing Data Architecture.

Data Architecture salary trend for jobs with a WFH option

Data Architecture
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing Data Architecture over the 6 months to 3 May 2025.

Data Architecture salary histogram for jobs with a WFH option

Data Architecture
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (9.84%) Apache Airflow
2 17 (8.81%) Apache Spark
3 11 (5.70%) Apache
4 2 (1.04%) IBM Domino
5 1 (0.52%) Luigi
5 1 (0.52%) SAS
Applications
1 1 (0.52%) Microsoft Excel
1 1 (0.52%) Microsoft Office
1 1 (0.52%) Trello
Business Applications
1 1 (0.52%) Dynamics CRM
1 1 (0.52%) SAP FI
Cloud Services
1 65 (33.68%) Azure
2 51 (26.42%) AWS
3 36 (18.65%) Power Platform
4 22 (11.40%) GCP
5 20 (10.36%) Azure Synapse Analytics
6 17 (8.81%) OpenShift
7 15 (7.77%) Snowflake
8 12 (6.22%) Azure Data Factory
8 12 (6.22%) Microsoft 365
9 7 (3.63%) Azure DevOps
10 5 (2.59%) Power Automate
11 4 (2.07%) dbt
11 4 (2.07%) Dynamics 365
12 3 (1.55%) Microsoft Purview
12 3 (1.55%) Serverless
13 2 (1.04%) Amazon Kinesis
13 2 (1.04%) AWS CloudFormation
13 2 (1.04%) AWS Lambda
13 2 (1.04%) Azure Pipelines
13 2 (1.04%) WhatsApp
Communications & Networking
1 1 (0.52%) 5G
Database & Business Intelligence
1 56 (29.02%) Data Warehouse
2 38 (19.69%) Data Lake
3 32 (16.58%) Power BI
4 20 (10.36%) NoSQL
5 16 (8.29%) SQL Server
6 15 (7.77%) Hadoop
7 14 (7.25%) Tableau
8 12 (6.22%) Big Data
8 12 (6.22%) Metadata
9 10 (5.18%) Amazon Redshift
9 10 (5.18%) Delta Lake
10 9 (4.66%) Apache Hudi
10 9 (4.66%) Apache Iceberg
10 9 (4.66%) BigQuery
10 9 (4.66%) Relational Database
11 8 (4.15%) RDBMS
12 7 (3.63%) Enterprise Data Warehouse
12 7 (3.63%) SQL Server Integration Services
13 5 (2.59%) SAP BW
14 4 (2.07%) Azure SQL Database
Development Applications
1 9 (4.66%) Bitbucket
2 7 (3.63%) Git
3 4 (2.07%) ER Studio
3 4 (2.07%) ERwin
4 2 (1.04%) Visual Studio
5 1 (0.52%) JIRA
5 1 (0.52%) kappa
5 1 (0.52%) Team Foundation Server
General
1 53 (27.46%) Finance
2 50 (25.91%) Social Skills
3 41 (21.24%) Analytical Skills
4 23 (11.92%) Banking
4 23 (11.92%) Public Sector
5 18 (9.33%) Inclusion and Diversity
6 14 (7.25%) Law
7 10 (5.18%) Retail
8 4 (2.07%) Marketing
8 4 (2.07%) Presentation Skills
9 3 (1.55%) Influencing Skills
10 2 (1.04%) Advertising
10 2 (1.04%) Back Office
10 2 (1.04%) Local Government
11 1 (0.52%) Legal
11 1 (0.52%) Organisational Skills
11 1 (0.52%) Telecoms
Job Titles
1 89 (46.11%) Architect
2 51 (26.42%) Data Architect
3 45 (23.32%) Senior
4 35 (18.13%) Data Engineer
5 25 (12.95%) Lead
6 24 (12.44%) Solutions Architect
7 18 (9.33%) Senior Architect
8 16 (8.29%) Enterprise Architect
9 15 (7.77%) Senior Data Engineer
10 12 (6.22%) Python Engineer
11 11 (5.70%) Data Manager
12 10 (5.18%) Senior Data Architect
13 9 (4.66%) Head of Architecture
13 9 (4.66%) Lead Data Engineer
14 8 (4.15%) Senior Solutions Architect
15 7 (3.63%) Developer
15 7 (3.63%) Domain Architect
15 7 (3.63%) Python Data Engineer
16 6 (3.11%) Consultant
16 6 (3.11%) Data Consultant
Libraries, Frameworks & Software Standards
1 18 (9.33%) Kafka
2 14 (7.25%) PySpark
3 9 (4.66%) PyArrow
4 5 (2.59%) HTML
5 4 (2.07%) .NET
5 4 (2.07%) .NET Framework
5 4 (2.07%) ASP.NET
5 4 (2.07%) ASP.NET Core
5 4 (2.07%) CSS
5 4 (2.07%) Entity Framework
5 4 (2.07%) HTML5 Canvas
5 4 (2.07%) REST
6 3 (1.55%) EDI
6 3 (1.55%) MACH
6 3 (1.55%) NumPy
6 3 (1.55%) Pandas
6 3 (1.55%) SQLAlchemy
7 2 (1.04%) Node.js
7 2 (1.04%) Pyramid
7 2 (1.04%) RESTful
Miscellaneous
1 20 (10.36%) Public Cloud
2 12 (6.22%) Enterprise Software
3 10 (5.18%) Product Ownership
4 8 (4.15%) Distributed Architecture
4 8 (4.15%) Private Cloud
5 5 (2.59%) Cloud Native
5 5 (2.59%) Data Structures
5 5 (2.59%) Mobile App
5 5 (2.59%) NHS
6 4 (2.07%) Biopharmaceutical
6 4 (2.07%) Management Information System
6 4 (2.07%) Self-Motivation
7 3 (1.55%) Life Science
8 2 (1.04%) Data Fabric
8 2 (1.04%) Data Protection Act
9 1 (0.52%) Analytical Mindset
9 1 (0.52%) Legacy Systems
9 1 (0.52%) Replication
9 1 (0.52%) Self-Driving Car
9 1 (0.52%) Taxonomies
Operating Systems
1 9 (4.66%) Unix
2 3 (1.55%) Linux
2 3 (1.55%) Ubuntu
2 3 (1.55%) Windows
Processes & Methodologies
1 79 (40.93%) Data Strategy
2 74 (38.34%) Roadmaps
3 73 (37.82%) Analytics
3 73 (37.82%) Data Modelling
4 61 (31.61%) Business Intelligence
5 55 (28.50%) Agile
6 53 (27.46%) Data Governance
7 52 (26.94%) ETL
8 42 (21.76%) DevOps
9 40 (20.73%) Data Engineering
9 40 (20.73%) Mentoring
10 38 (19.69%) Problem-Solving
11 34 (17.62%) Data Management
12 28 (14.51%) Data Pipeline
13 25 (12.95%) Enterprise Architecture
14 23 (11.92%) Coaching
14 23 (11.92%) Data Integration
14 23 (11.92%) Data Science
14 23 (11.92%) IT Strategy
14 23 (11.92%) Software Engineering
Programming Languages
1 55 (28.50%) SQL
2 39 (20.21%) Python
3 15 (7.77%) R
4 7 (3.63%) C#
5 6 (3.11%) JavaScript
6 4 (2.07%) PL/SQL
6 4 (2.07%) PowerShell
6 4 (2.07%) Scala
7 3 (1.55%) Java
7 3 (1.55%) T-SQL
8 2 (1.04%) Data Analysis Expressions
8 2 (1.04%) TypeScript
8 2 (1.04%) VB
9 1 (0.52%) Bicep
9 1 (0.52%) JCL
Qualifications
1 17 (8.81%) Degree
2 9 (4.66%) Computer Science Degree
3 8 (4.15%) Azure Certification
4 5 (2.59%) Master's Degree
5 4 (2.07%) Security Cleared
6 3 (1.55%) DBS Check
7 2 (1.04%) AWS Certification
7 2 (1.04%) SC Cleared
7 2 (1.04%) Tableau Certification
7 2 (1.04%) TOGAF Certification
8 1 (0.52%) BPSS Clearance
8 1 (0.52%) IIBA
Quality Assurance & Compliance
1 45 (23.32%) Data Quality
2 14 (7.25%) Accessibility
3 4 (2.07%) GDPR
4 3 (1.55%) ISO/IEC 27001
5 2 (1.04%) Cyber Essentials
5 2 (1.04%) HIPAA
5 2 (1.04%) PCI DSS
6 1 (0.52%) Actionable Recommendations
6 1 (0.52%) ISO 9001
System Software
1 13 (6.74%) Docker
1 13 (6.74%) HDFS
Systems Management
1 22 (11.40%) Kubernetes
2 5 (2.59%) Terraform
3 1 (0.52%) Ansible
3 1 (0.52%) Matomo
Vendors
1 38 (19.69%) Databricks
2 33 (17.10%) Microsoft
3 19 (9.84%) Google
4 12 (6.22%) Red Hat
5 9 (4.66%) Informatica
6 6 (3.11%) Avaloq
6 6 (3.11%) SAP
7 5 (2.59%) Teradata
8 4 (2.07%) Oracle
9 3 (1.55%) Salesforce
10 2 (1.04%) Fiserv
10 2 (1.04%) IBM
10 2 (1.04%) Talend
10 2 (1.04%) TSYS
11 1 (0.52%) Confluent
11 1 (0.52%) dotdigital
11 1 (0.52%) MuleSoft