Period
to 28 January 2022

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 6 months to 28 January 2022 with a comparison to the same period in the previous 2 years.

Data Architecture
England > East of England
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 221 130 205
Rank change year-on-year -91 +75 +85
Permanent jobs citing Data Architecture 32 24 47
As % of all permanent jobs advertised in the East of England 0.54% 0.96% 0.77%
As % of the Processes & Methodologies category 0.58% 1.06% 0.84%
Number of salaries quoted 10 19 33
10th Percentile £41,250 £49,300 £61,250
25th Percentile £62,813 £51,250 £67,500
Median annual salary (50th Percentile) £70,000 £90,000 £75,000
Median % change year-on-year -22.22% +20.00% +3.45%
75th Percentile £80,313 £98,750 £97,500
90th Percentile £86,500 £112,500 £99,750
England median annual salary £70,743 £68,000 £72,500
% change year-on-year +4.03% -6.21% -3.33%

Data Architecture is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 5,480 2,271 5,574
As % of all permanent IT jobs advertised in the East of England 92.15% 90.91% 91.44%
Number of salaries quoted 2,572 1,675 3,982
10th Percentile £27,500 £29,750 £27,500
25th Percentile £35,000 £37,500 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
Median % change year-on-year - - +5.26%
75th Percentile £65,000 £64,000 £62,500
90th Percentile £75,000 £77,500 £77,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Data Architecture
Job Vacancy Trend in the East of England

Job postings citing Data Architecture as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Data Architecture in the East of England

Data Architecture
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Data Architecture in the East of England.

Salary trend for Data Architecture in the East of England

Data Architecture
Salary Histogram in the East of England

Salary distribution for jobs citing Data Architecture in the East of England over the 6 months to 28 January 2022.

Salary histogram for Data Architecture in the East of England

Data Architecture
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the East of England region over the 6 months to 28 January 2022. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Cambridgeshire -40 17 £75,000 -33.33% 5
Bedfordshire -16 7 - -
Hertfordshire -78 7 £67,500 -28.95% 7
Essex -14 1 £65,000 -29.73% 2
Data Architecture
England

For the 6 months to 28 January 2022, IT jobs citing Data Architecture also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Data Architecture.

1 16 (50.00%) Data Science
1 16 (50.00%) Social Skills
2 15 (46.88%) Agile Software Development
2 15 (46.88%) Data Engineering
3 13 (40.63%) Data Management
3 13 (40.63%) SQL
4 12 (37.50%) Data Warehouse
4 12 (37.50%) Data Modelling
5 11 (34.38%) Data Quality
5 11 (34.38%) Analytics
5 11 (34.38%) Data Lake
6 9 (28.13%) ETL
6 9 (28.13%) Management Information System
6 9 (28.13%) Law
6 9 (28.13%) Artificial Intelligence
7 8 (25.00%) Migration
7 8 (25.00%) Project Management
7 8 (25.00%) Azure
7 8 (25.00%) Data Governance
8 7 (21.88%) Degree
8 7 (21.88%) Computer Science
8 7 (21.88%) Life Science
8 7 (21.88%) Business Intelligence
8 7 (21.88%) Python
8 7 (21.88%) Information Management
8 7 (21.88%) Problem-Solving
9 6 (18.75%) AIOps
9 6 (18.75%) Requirements Gathering
9 6 (18.75%) Business Case
9 6 (18.75%) Public Cloud

Data Architecture
Co-occurring IT Skills in the East of England by Category

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

Application Platforms
1 3 (9.38%) SAS
2 2 (6.25%) Apache
2 2 (6.25%) Apache Airflow
2 2 (6.25%) Apache Spark
Cloud Services
1 8 (25.00%) Azure
2 5 (15.63%) Azure Synapse Analytics
2 5 (15.63%) Serverless
3 3 (9.38%) Azure Data Factory
4 2 (6.25%) AWS Lambda
4 2 (6.25%) Azure Functions
4 2 (6.25%) Power Platform
5 1 (3.13%) AWS
Database & Business Intelligence
1 12 (37.50%) Data Warehouse
2 11 (34.38%) Data Lake
3 6 (18.75%) Metadata
3 6 (18.75%) SQL Server
4 4 (12.50%) Data Mining
4 4 (12.50%) Oracle ODI
4 4 (12.50%) Tableau
5 3 (9.38%) Azure SQL Database
5 3 (9.38%) Spotfire
6 2 (6.25%) Metadata Repository
6 2 (6.25%) OLAP
6 2 (6.25%) Power BI
6 2 (6.25%) Semantic Layer
6 2 (6.25%) SQL Server Analysis Services
6 2 (6.25%) SQL Server Integration Services
6 2 (6.25%) SQL Server Reporting Services
6 2 (6.25%) Star Schema
7 1 (3.13%) NoSQL
Development Applications
1 4 (12.50%) Git (software)
1 4 (12.50%) Oracle APEX
2 1 (3.13%) SQL Server Management Studio (SSMS)
General
1 16 (50.00%) Social Skills
2 9 (28.13%) Law
3 6 (18.75%) Analytical Skills
4 5 (15.63%) Presentation Skills
5 3 (9.38%) Pharmaceutical
6 1 (3.13%) Advertising
6 1 (3.13%) Finance
6 1 (3.13%) Inclusion and Diversity
6 1 (3.13%) Influencing Skills
Job Titles
1 11 (34.38%) Architect
2 7 (21.88%) Solutions Architect
3 6 (18.75%) Senior Architect
3 6 (18.75%) Senior Solutions Architect
4 4 (12.50%) Data Architect
4 4 (12.50%) Data Engineer
5 3 (9.38%) Azure Architect
5 3 (9.38%) Digital Product Manager
5 3 (9.38%) ETL Architect
5 3 (9.38%) Product Manager
6 2 (6.25%) Analyst
6 2 (6.25%) Business Developer
6 2 (6.25%) Business Intelligence Developer
6 2 (6.25%) Consultant
6 2 (6.25%) Data Consultant
6 2 (6.25%) Developer
6 2 (6.25%) Senior Consultant
7 1 (3.13%) Data Analyst
7 1 (3.13%) DBA
7 1 (3.13%) IT Architect
Libraries, Frameworks & Software Standards
1 3 (9.38%) .NET
1 3 (9.38%) REST
1 3 (9.38%) SOAP
1 3 (9.38%) UDDI
1 3 (9.38%) Web Services
1 3 (9.38%) WSDL
1 3 (9.38%) XML
2 2 (6.25%) Kafka
Miscellaneous
1 9 (28.13%) Management Information System
2 7 (21.88%) Life Science
3 6 (18.75%) Public Cloud
3 6 (18.75%) Taxonomies
4 4 (12.50%) Legacy Systems
5 3 (9.38%) Biotechnology
5 3 (9.38%) Data Structures
6 1 (3.13%) Algorithms
6 1 (3.13%) Greenfield Project
6 1 (3.13%) Mobile App
Operating Systems
1 1 (3.13%) Windows
1 1 (3.13%) Windows Server
Processes & Methodologies
1 16 (50.00%) Data Science
2 15 (46.88%) Agile Software Development
2 15 (46.88%) Data Engineering
3 13 (40.63%) Data Management
4 12 (37.50%) Data Modelling
5 11 (34.38%) Analytics
6 9 (28.13%) Artificial Intelligence
6 9 (28.13%) ETL
7 8 (25.00%) Data Governance
7 8 (25.00%) Migration
7 8 (25.00%) Project Management
8 7 (21.88%) Business Intelligence
8 7 (21.88%) Computer Science
8 7 (21.88%) Information Management
8 7 (21.88%) Problem-Solving
9 6 (18.75%) AIOps
9 6 (18.75%) Business Case
9 6 (18.75%) Data Pipeline
9 6 (18.75%) DataOps
9 6 (18.75%) Requirements Gathering
Programming Languages
1 13 (40.63%) SQL
2 7 (21.88%) Python
3 3 (9.38%) C#
3 3 (9.38%) Java
3 3 (9.38%) T-SQL
4 2 (6.25%) Data Analysis Expressions (DAX)
Qualifications
1 7 (21.88%) Degree
2 3 (9.38%) Computer Science Degree
Quality Assurance & Compliance
1 11 (34.38%) Data Quality
2 2 (6.25%) GxP
3 1 (3.13%) QA
Systems Management
1 2 (6.25%) Ansible
1 2 (6.25%) Kubernetes
1 2 (6.25%) Terraform
Vendors
1 5 (15.63%) Microsoft
2 4 (12.50%) Oracle
3 2 (6.25%) Databricks
3 2 (6.25%) Google
4 1 (3.13%) RedGate