Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England > Yorkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 268 305 323
Rank change year-on-year +37 +18 -10
Permanent jobs citing Data Architecture 39 27 40
As % of all permanent IT jobs advertised in Yorkshire 0.40% 0.24% 0.30%
As % of the Processes & Methodologies category 0.44% 0.27% 0.34%
Number of salaries quoted 39 18 34
Yorkshire median annual salary £52,500 £58,750 £60,000
Median salary % change year-on-year -10.64% -2.08% +17.07%
10th Percentile £36,250 £51,050 £42,375
90th Percentile £87,500 £86,500 £83,000
England median annual salary £65,000 £70,000 £67,500
% change year-on-year -7.14% +3.70% +3.85%

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 8876 10022 11885
As % of all permanent IT jobs advertised in Yorkshire 90.07% 89.64% 90.16%
Number of salaries quoted 7431 8440 9682
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +0.69%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £60,500 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Architecture
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Architecture in Yorkshire

Data Architecture
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Architecture in Yorkshire.

Salary trend for Data Architecture in Yorkshire

Data Architecture
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Architecture in Yorkshire over the 6 months to 24 November 2017.

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 24 November 2017. 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 +26 21 £65,000 +10.64% 3
South Yorkshire +24 10 £63,750 -8.93%
East Yorkshire - 8 £50,000 - 1
Data Architecture
England

For the 6 months to 24 November 2017, IT jobs citing Data Architecture also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Data Architecture.

1 31 (79.49%) Data Modelling
2 25 (64.10%) Data Strategy
3 22 (56.41%) Data Warehouse
4 19 (48.72%) Data Quality
5 16 (41.03%) Business Intelligence
5 16 (41.03%) TOGAF
6 15 (38.46%) SQL Server
7 14 (35.90%) Enterprise Architecture
8 13 (33.33%) Data Governance
8 13 (33.33%) ETL
8 13 (33.33%) Finance
9 12 (30.77%) Migration
9 12 (30.77%) Data Analysis
9 12 (30.77%) Data Management
10 10 (25.64%) Master Data Management
11 9 (23.08%) Analytics
11 9 (23.08%) Middleware
11 9 (23.08%) SQL
11 9 (23.08%) GDPR
12 8 (20.51%) Oracle
12 8 (20.51%) Retail
13 7 (17.95%) SAP
13 7 (17.95%) Microsoft
13 7 (17.95%) SAP Data Services
13 7 (17.95%) Logical Data Model
14 6 (15.38%) Metadata Management
14 6 (15.38%) Data Migration
14 6 (15.38%) Data Integration
15 5 (12.82%) Agile Software Development
15 5 (12.82%) Sybase

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 3 (7.69%) SharePoint
2 2 (5.13%) Mule
3 1 (2.56%) BizTalk Server
Applications
1 1 (2.56%) Microsoft Excel
Cloud Services
1 5 (12.82%) Microsoft Azure
2 2 (5.13%) Amazon AWS
2 2 (5.13%) Cortana Intelligence Suite
2 2 (5.13%) IaaS
2 2 (5.13%) SaaS
3 1 (2.56%) Office 365
3 1 (2.56%) PaaS
Database & Business Intelligence
1 22 (56.41%) Data Warehouse
2 15 (38.46%) SQL Server
3 7 (17.95%) SAP Data Services
4 5 (12.82%) Big Data
4 5 (12.82%) Relational Database
4 5 (12.82%) SAP HANA
4 5 (12.82%) SQL Server Integration Services
5 4 (10.26%) Power BI
5 4 (10.26%) SQL Server Reporting Services
6 3 (7.69%) SQL Server Analysis Services
7 2 (5.13%) Azure SQL Database
7 2 (5.13%) Data Lake
7 2 (5.13%) Data Mining
7 2 (5.13%) Hadoop
7 2 (5.13%) MarkLogic
7 2 (5.13%) Microsoft Analysis Services
7 2 (5.13%) RDBMS
8 1 (2.56%) BusinessObjects
8 1 (2.56%) MySQL
Development Applications
1 4 (10.26%) ERwin
2 2 (5.13%) Talend Open Studio
3 1 (2.56%) Jenkins
3 1 (2.56%) Team Foundation Server
General
1 13 (33.33%) Finance
2 8 (20.51%) Retail
3 2 (5.13%) Legal
3 2 (5.13%) Publishing
Job Titles
1 28 (71.79%) Architect
2 23 (58.97%) Data Architect
3 6 (15.38%) Developer
3 6 (15.38%) Enterprise Architect
4 5 (12.82%) SAP Architect
5 4 (10.26%) Enterprise Data Architect
5 4 (10.26%) Enterprise Information Architect
5 4 (10.26%) Information Architect
6 3 (7.69%) Data Governance Analyst
6 3 (7.69%) Data Governance Manager
6 3 (7.69%) Data Manager
6 3 (7.69%) Data Warehouse Developer
6 3 (7.69%) ETL Developer
6 3 (7.69%) Governance Manager
6 3 (7.69%) Lead Architect
7 2 (5.13%) ETL Architect
7 2 (5.13%) Lead Data Architect
7 2 (5.13%) Microsoft BI Consultant
7 2 (5.13%) Microsoft Consultant
7 2 (5.13%) Senior Architect
Libraries, Frameworks & Software Standards
1 9 (23.08%) Middleware
2 1 (2.56%) .NET
2 1 (2.56%) ASP.NET Web API
2 1 (2.56%) EDI
2 1 (2.56%) WinForms
2 1 (2.56%) XML
Miscellaneous
1 3 (7.69%) Analytical Skills
2 2 (5.13%) Data Protection Act
2 2 (5.13%) Enterprise Software
2 2 (5.13%) Management Information System
Processes & Methodologies
1 31 (79.49%) Data Modelling
2 25 (64.10%) Data Strategy
3 16 (41.03%) Business Intelligence
3 16 (41.03%) TOGAF
4 14 (35.90%) Enterprise Architecture
5 13 (33.33%) Data Governance
5 13 (33.33%) ETL
6 12 (30.77%) Data Analysis
6 12 (30.77%) Data Management
6 12 (30.77%) Migration
7 10 (25.64%) Master Data Management
8 9 (23.08%) Analytics
9 7 (17.95%) Logical Data Model
10 6 (15.38%) Data Integration
10 6 (15.38%) Data Migration
10 6 (15.38%) Metadata Management
11 5 (12.82%) Agile Software Development
11 5 (12.82%) Disruptive Innovation
12 4 (10.26%) Kimball Methodology
12 4 (10.26%) SOA
Programming Languages
1 9 (23.08%) SQL
2 2 (5.13%) C#
2 2 (5.13%) T-SQL
3 1 (2.56%) VB
3 1 (2.56%) VB.NET
Qualifications
1 2 (5.13%) SC Cleared
1 2 (5.13%) Security Cleared
2 1 (2.56%) APMP
2 1 (2.56%) Degree
Quality Assurance & Compliance
1 19 (48.72%) Data Quality
2 9 (23.08%) GDPR
3 2 (5.13%) ISO/IEC 27001
4 1 (2.56%) ISO 9001
Systems Management
1 1 (2.56%) Puppet
Vendors
1 8 (20.51%) Oracle
2 7 (17.95%) Microsoft
2 7 (17.95%) SAP
3 5 (12.82%) Sybase
4 2 (5.13%) Informatica
4 2 (5.13%) MuleSoft
4 2 (5.13%) Talend
5 1 (2.56%) Cognos