Period
to 21 September 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 21 September 2021 with a comparison to the same period in the previous 2 years.

Data Architecture
England > Yorkshire
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 169 145 286
Rank change year-on-year -24 +141 -17
Permanent jobs citing Data Architecture 81 8 27
As % of all permanent jobs advertised in Yorkshire 1.26% 0.31% 0.36%
As % of the Processes & Methodologies category 1.34% 0.32% 0.40%
Number of salaries quoted 67 6 17
10th Percentile £42,500 £41,521 £37,500
25th Percentile £57,125 £49,688 £41,250
Median annual salary (50th Percentile) £66,000 £61,250 £45,412
Median % change year-on-year +7.76% +34.88% -22.04%
75th Percentile £78,750 £63,750 £51,250
90th Percentile £90,000 £64,375 £60,806
England median annual salary £72,500 £67,500 £72,500
% change year-on-year +7.41% -6.90% +3.57%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,061 2,464 6,764
As % of all permanent IT jobs advertised in Yorkshire 94.06% 94.01% 91.17%
Number of salaries quoted 4,709 2,155 5,461
10th Percentile £31,250 £31,250 £25,750
25th Percentile £37,500 £36,250 £32,500
Median annual salary (50th Percentile) £48,000 £45,000 £44,000
Median % change year-on-year +6.67% +2.27% +1.98%
75th Percentile £63,125 £57,500 £55,000
90th Percentile £75,000 £67,500 £65,000
England median annual salary £57,500 £57,000 £52,500
% change year-on-year +0.88% +8.57% +3.14%

Data Architecture
Job Vacancy Trend in Yorkshire

Job postings citing Data Architecture as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Architecture in Yorkshire

Data Architecture
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Data Architecture in Yorkshire.

Salary trend for Data Architecture in Yorkshire

Data Architecture
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Architecture in Yorkshire over the 6 months to 21 September 2021.

Salary histogram for Data Architecture in Yorkshire

Data Architecture
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Yorkshire region over the 6 months to 21 September 2021. 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
Job
Vacancies
West Yorkshire -25 72 £67,500 +10.20% 7
South Yorkshire - 9 £65,000 - 2
Data Architecture
England

For the 6 months to 21 September 2021, 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 Yorkshire region with a requirement for Data Architecture.

1 52 (64.20%) Business Intelligence
2 40 (49.38%) SQL
3 36 (44.44%) Data Governance
4 35 (43.21%) Data Warehouse
5 33 (40.74%) Data Modelling
5 33 (40.74%) Analytics
6 32 (39.51%) Agile Software Development
7 29 (35.80%) Azure
8 24 (29.63%) Data Quality
8 24 (29.63%) Power BI
8 24 (29.63%) Power Platform
9 23 (28.40%) SQL Server Integration Services
10 22 (27.16%) Data Management
10 22 (27.16%) SQL Server
11 20 (24.69%) Python
11 20 (24.69%) SQL Server Reporting Services
11 20 (24.69%) Databricks
12 19 (23.46%) Broadband
13 18 (22.22%) Metadata
14 17 (20.99%) Data Engineering
14 17 (20.99%) Taxonomies
14 17 (20.99%) Ontologies
14 17 (20.99%) Visualisation
15 16 (19.75%) Microsoft
16 15 (18.52%) Oracle
16 15 (18.52%) Problem-Solving
17 14 (17.28%) Azure Data Factory
17 14 (17.28%) Data Strategy
17 14 (17.28%) ETL
17 14 (17.28%) SQL Server Analysis Services

Data Architecture
Co-occurring IT Skills in Yorkshire 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 7 (8.64%) Apache Spark
2 2 (2.47%) Apache
2 2 (2.47%) Apache Synapse
Cloud Services
1 29 (35.80%) Azure
2 24 (29.63%) Power Platform
3 14 (17.28%) Azure Data Factory
4 7 (8.64%) Azure Synapse Analytics
5 6 (7.41%) AWS
5 6 (7.41%) GCP
6 3 (3.70%) SaaS
7 2 (2.47%) Azure Functions
7 2 (2.47%) Serverless
8 1 (1.23%) Boomi
8 1 (1.23%) Collibra
8 1 (1.23%) IaaS
8 1 (1.23%) PaaS
Communications & Networking
1 19 (23.46%) Broadband
Database & Business Intelligence
1 35 (43.21%) Data Warehouse
2 24 (29.63%) Power BI
3 23 (28.40%) SQL Server Integration Services
4 22 (27.16%) SQL Server
5 20 (24.69%) SQL Server Reporting Services
6 18 (22.22%) Metadata
7 14 (17.28%) SQL Server Analysis Services
8 13 (16.05%) Data Lake
9 12 (14.81%) OLAP
10 10 (12.35%) PostgreSQL
10 10 (12.35%) Relational Database
11 8 (9.88%) Oracle OLAP
11 8 (9.88%) Oracle Reports
11 8 (9.88%) SQL Server 2016
11 8 (9.88%) SSDT
12 7 (8.64%) RDBMS
12 7 (8.64%) Spark SQL
13 5 (6.17%) Hadoop
13 5 (6.17%) OLTP
14 4 (4.94%) Big Data
Development Applications
1 8 (9.88%) Git (software)
1 8 (9.88%) Visual Studio
1 8 (9.88%) VSS/SourceSafe
2 1 (1.23%) RStudio
General
1 12 (14.81%) Social Skills
2 10 (12.35%) Analytical Skills
2 10 (12.35%) Finance
3 6 (7.41%) Organisational Skills
4 5 (6.17%) Presentation Skills
5 4 (4.94%) Games
6 2 (2.47%) Law
6 2 (2.47%) Public Sector
7 1 (1.23%) Front Office
7 1 (1.23%) Influencing Skills
7 1 (1.23%) Legal
Job Titles
1 51 (62.96%) Architect
2 37 (45.68%) Data Architect
3 13 (16.05%) Solutions Architect
4 11 (13.58%) Azure Architect
5 9 (11.11%) Developer
6 8 (9.88%) Enterprise Architect
6 8 (9.88%) Enterprise Data Architect
6 8 (9.88%) Senior Developer
7 6 (7.41%) Business Intelligence Lead
8 5 (6.17%) Analyst
8 5 (6.17%) Business Architect
9 4 (4.94%) Data Analyst
9 4 (4.94%) Engineering Specialist
9 4 (4.94%) Lead Architect
9 4 (4.94%) Product Analyst
10 3 (3.70%) Business Intelligence Architect
10 3 (3.70%) Cloud Architect
10 3 (3.70%) Lead Data Architect
10 3 (3.70%) Senior Architect
11 2 (2.47%) Data Scientist
Libraries, Frameworks & Software Standards
1 8 (9.88%) MDX
2 7 (8.64%) PySpark
3 2 (2.47%) Kafka
Miscellaneous
1 17 (20.99%) Taxonomies
2 13 (16.05%) Reference Data
3 10 (12.35%) Data Protection Act
3 10 (12.35%) User Experience
4 7 (8.64%) Management Information System
5 6 (7.41%) Self-Motivation
6 4 (4.94%) Analytical Mindset
6 4 (4.94%) Social Media
6 4 (4.94%) Virtual Team
7 2 (2.47%) Algorithms
7 2 (2.47%) Greenfield Project
7 2 (2.47%) Hybrid Cloud
8 1 (1.23%) Data Structures
8 1 (1.23%) Enterprise Software
8 1 (1.23%) Legacy Applications
8 1 (1.23%) Public Cloud
Processes & Methodologies
1 52 (64.20%) Business Intelligence
2 36 (44.44%) Data Governance
3 33 (40.74%) Analytics
3 33 (40.74%) Data Modelling
4 32 (39.51%) Agile Software Development
5 22 (27.16%) Data Management
6 17 (20.99%) Data Engineering
6 17 (20.99%) Ontologies
6 17 (20.99%) Visualisation
7 15 (18.52%) Problem-Solving
8 14 (17.28%) Data Strategy
8 14 (17.28%) ETL
9 12 (14.81%) Service Delivery
10 11 (13.58%) Business Transformation
10 11 (13.58%) DAMA
10 11 (13.58%) Data Integration
10 11 (13.58%) Data Protection
10 11 (13.58%) Technology Roadmap
10 11 (13.58%) TOGAF
11 8 (9.88%) Community of Practice
Programming Languages
1 40 (49.38%) SQL
2 20 (24.69%) Python
3 13 (16.05%) R
4 12 (14.81%) Data Analysis Expressions (DAX)
5 8 (9.88%) T-SQL
6 7 (8.64%) Scala
7 6 (7.41%) PL/SQL
8 4 (4.94%) C#
Qualifications
1 11 (13.58%) Degree
2 6 (7.41%) Six Sigma Black Belt
3 1 (1.23%) Computer Science Degree
3 1 (1.23%) SC Cleared
3 1 (1.23%) Security Cleared
Quality Assurance & Compliance
1 24 (29.63%) Data Quality
2 8 (9.88%) GDPR
3 1 (1.23%) QA
System Software
1 2 (2.47%) Docker
Systems Management
1 2 (2.47%) Kubernetes
2 1 (1.23%) Terraform
Vendors
1 20 (24.69%) Databricks
2 16 (19.75%) Microsoft
3 15 (18.52%) Oracle
4 6 (7.41%) Google
4 6 (7.41%) Informatica
5 4 (4.94%) Alteryx
5 4 (4.94%) StreamSets
6 2 (2.47%) Facebook
7 1 (1.23%) Anaplan
7 1 (1.23%) Dell
7 1 (1.23%) Salesforce.com
7 1 (1.23%) SAP
7 1 (1.23%) TIBCO