Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Data Architecture
England > Yorkshire
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 170 177 180
Rank change year-on-year +7 +3 +104
Permanent jobs citing Data Architecture 133 65 13
As % of all permanent jobs advertised in Yorkshire 1.72% 1.12% 0.32%
As % of the Processes & Methodologies category 1.84% 1.20% 0.35%
Number of salaries quoted 47 46 9
10th Percentile £47,250 £29,075 £43,000
25th Percentile £50,000 £51,250 £47,500
Median annual salary (50th Percentile) £65,000 £65,000 £57,500
Median % change year-on-year - +13.04% +15.00%
75th Percentile £70,000 £75,938 £63,750
90th Percentile £74,500 £85,000 £69,000
England median annual salary £75,000 £70,000 £67,500
% change year-on-year +7.14% +3.70% -10.00%

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 7,210 5,435 3,723
As % of all permanent IT jobs advertised in Yorkshire 93.42% 94.03% 92.59%
Number of salaries quoted 4,390 4,283 3,190
10th Percentile £30,000 £29,750 £28,750
25th Percentile £40,000 £37,280 £35,500
Median annual salary (50th Percentile) £52,500 £47,500 £47,000
Median % change year-on-year +10.53% +1.06% +10.59%
75th Percentile £67,500 £62,500 £57,500
90th Percentile £81,250 £71,250 £68,750
England median annual salary £60,000 £56,757 £55,000
% change year-on-year +5.71% +3.19% +4.76%

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 1 July 2022.

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 1 July 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
West Yorkshire -12 85 £68,500 -2.84% 6
South Yorkshire +34 40 £42,500 -35.61% 1
North Yorkshire -16 9 £52,750 -18.85% 1
Data Architecture
England

For the 6 months to 1 July 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 Yorkshire region with a requirement for Data Architecture.

1 99 (74.44%) Analytics
2 97 (72.93%) Microsoft
3 88 (66.17%) Agile
3 88 (66.17%) Azure
4 85 (63.91%) AWS
5 82 (61.65%) Data Analytics
6 81 (60.90%) Mentoring
7 80 (60.15%) Big Data
8 79 (59.40%) Data Engineering
9 78 (58.65%) GCP
9 78 (58.65%) Java
10 77 (57.89%) Python
10 77 (57.89%) QA
11 76 (57.14%) DevOps
12 75 (56.39%) Algorithms
12 75 (56.39%) Data Science
13 74 (55.64%) Threat Analysis
13 74 (55.64%) SFIA
13 74 (55.64%) Spring
13 74 (55.64%) Machine Learning
13 74 (55.64%) Cybersecurity
13 74 (55.64%) Games
13 74 (55.64%) Information Security
13 74 (55.64%) Security Management
14 37 (27.82%) Data Modelling
15 28 (21.05%) SQL
16 27 (20.30%) Data Strategy
17 24 (18.05%) Data Governance
18 22 (16.54%) ETL
19 19 (14.29%) Visualisation

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 2 (1.50%) Apache Pig
1 2 (1.50%) Apache Spark
2 1 (0.75%) SharePoint
Applications
1 15 (11.28%) Microsoft Excel
Cloud Services
1 88 (66.17%) Azure
2 85 (63.91%) AWS
3 78 (58.65%) GCP
4 3 (2.26%) Azure Data Factory
4 3 (2.26%) Power Platform
5 1 (0.75%) Amazon S3
5 1 (0.75%) Azure Cosmos DB
5 1 (0.75%) Azure Synapse Analytics
5 1 (0.75%) PaaS
5 1 (0.75%) SaaS
5 1 (0.75%) SuccessFactors
Database & Business Intelligence
1 80 (60.15%) Big Data
2 16 (12.03%) Data Warehouse
3 15 (11.28%) SQL Server
4 14 (10.53%) MS Access
4 14 (10.53%) SQL Server Integration Services
4 14 (10.53%) SQL Server Reporting Services
5 13 (9.77%) Data Lake
6 4 (3.01%) Metadata
6 4 (3.01%) NoSQL
7 3 (2.26%) DataStage
7 3 (2.26%) Enterprise Data Warehouse
7 3 (2.26%) MongoDB
7 3 (2.26%) Power BI
7 3 (2.26%) SAP Data Services
8 2 (1.50%) Apache Cassandra
8 2 (1.50%) Apache Hive
8 2 (1.50%) Data Mining
8 2 (1.50%) Hadoop
8 2 (1.50%) HBase
8 2 (1.50%) Redis
Development Applications
1 12 (9.02%) Visual Studio
2 2 (1.50%) Atlassian Bamboo
2 2 (1.50%) Jenkins
General
1 74 (55.64%) Games
2 18 (13.53%) Legal
3 11 (8.27%) Social Skills
4 5 (3.76%) Analytical Skills
4 5 (3.76%) Law
5 4 (3.01%) Banking
6 3 (2.26%) Finance
6 3 (2.26%) Manufacturing
7 2 (1.50%) Marketing
8 1 (0.75%) Automotive
8 1 (0.75%) Organisational Skills
8 1 (0.75%) Presentation Skills
Job Titles
1 74 (55.64%) Trainee
2 14 (10.53%) Architect
3 12 (9.02%) Data Architect
4 7 (5.26%) Team Leader
5 6 (4.51%) Data Manager
6 4 (3.01%) Azure Architect
7 3 (2.26%) Analytics Manager
7 3 (2.26%) Data Analytics Manager
7 3 (2.26%) Designer
7 3 (2.26%) Developer
7 3 (2.26%) Engineering Manager
7 3 (2.26%) Solutions Architect
7 3 (2.26%) Solutions Designer
8 2 (1.50%) Analyst
8 2 (1.50%) Business Analyst
8 2 (1.50%) Data Analyst
8 2 (1.50%) Data Engineer
8 2 (1.50%) Java Developer
8 2 (1.50%) Senior Analyst
8 2 (1.50%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 74 (55.64%) Spring
2 14 (10.53%) HTML
2 14 (10.53%) XML
3 6 (4.51%) Kafka
4 2 (1.50%) RESTful
5 1 (0.75%) Web Services
Miscellaneous
1 75 (56.39%) Algorithms
2 3 (2.26%) Management Information System
3 2 (1.50%) Greenfield Project
4 1 (0.75%) Cloud Native
4 1 (0.75%) Data Structures
4 1 (0.75%) PMI
4 1 (0.75%) Private Cloud
4 1 (0.75%) Public Cloud
4 1 (0.75%) Self-Motivation
4 1 (0.75%) Sports Betting
4 1 (0.75%) User Experience
Operating Systems
1 2 (1.50%) Linux
Processes & Methodologies
1 99 (74.44%) Analytics
2 88 (66.17%) Agile
3 82 (61.65%) Data Analytics
4 81 (60.90%) Mentoring
5 79 (59.40%) Data Engineering
6 76 (57.14%) DevOps
7 75 (56.39%) Data Science
8 74 (55.64%) Cybersecurity
8 74 (55.64%) Information Security
8 74 (55.64%) Machine Learning
8 74 (55.64%) Security Management
8 74 (55.64%) SFIA
8 74 (55.64%) Threat Analysis
9 37 (27.82%) Data Modelling
10 27 (20.30%) Data Strategy
11 24 (18.05%) Data Governance
12 22 (16.54%) ETL
13 19 (14.29%) Visualisation
14 18 (13.53%) Data Visualisation
15 17 (12.78%) Logical Data Model
Programming Languages
1 78 (58.65%) Java
2 77 (57.89%) Python
3 28 (21.05%) SQL
4 15 (11.28%) PL/SQL
5 14 (10.53%) T-SQL
6 12 (9.02%) VBA
7 2 (1.50%) JavaScript
8 1 (0.75%) C
Qualifications
1 1 (0.75%) Computer Science Degree
1 1 (0.75%) Degree
1 1 (0.75%) Master's Degree
1 1 (0.75%) PMI Certification
1 1 (0.75%) TOGAF Certification
Quality Assurance & Compliance
1 77 (57.89%) QA
2 7 (5.26%) Data Quality
3 1 (0.75%) GDPR
3 1 (0.75%) SLA
System Software
1 2 (1.50%) Apache Flume
1 2 (1.50%) Apache ZooKeeper
Systems Management
1 1 (0.75%) Kubernetes
Vendors
1 97 (72.93%) Microsoft
2 18 (13.53%) Oracle
3 6 (4.51%) SAP
4 5 (3.76%) Informatica
5 4 (3.01%) Databricks
6 2 (1.50%) Google
6 2 (1.50%) Hortonworks
7 1 (0.75%) Palantir