Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England > West Midlands
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 296 321 262
Rank change year-on-year +25 -59 +39
Permanent jobs citing Data Architecture 32 22 54
As % of all permanent IT jobs advertised in the West Midlands 0.32% 0.19% 0.50%
As % of the Processes & Methodologies category 0.36% 0.21% 0.57%
Number of salaries quoted 30 18 38
West Midlands median annual salary £66,250 £52,606 £55,000
Median salary % change year-on-year +25.94% -4.35% -31.25%
10th Percentile £36,250 £27,000 £29,075
90th Percentile £91,250 £65,750 £81,500
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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 9007 10237 9539
As % of all permanent IT jobs advertised in the West Midlands 88.84% 89.16% 87.66%
Number of salaries quoted 7281 8000 7868
West Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £25,500 £25,000 £24,750
90th Percentile £65,000 £63,750 £64,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Architecture
Job Vacancy Trend in the West Midlands

Job postings citing Data Architecture as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Data Architecture in the West Midlands

Data Architecture
Salary Trend in the West Midlands

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

Salary trend for Data Architecture in the West Midlands

Data Architecture
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Architecture in the West Midlands over the 6 months to 23 November 2017.

Salary histogram for Data Architecture in the West Midlands

Data Architecture
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the West Midlands region over the 6 months to 23 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
Birmingham +34 13 £55,000 +4.55%
Solihull - 9 £78,750 -
Warwickshire - 4 £66,250 -
Staffordshire +11 1 £50,000 -
Worcestershire - 1 £62,500 -
Data Architecture
England

For the 6 months to 23 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 West Midlands region with a requirement for Data Architecture.

1 18 (56.25%) Data Quality
2 16 (50.00%) Data Governance
2 16 (50.00%) Data Modelling
2 16 (50.00%) Data Management
3 13 (40.63%) SQL
3 13 (40.63%) Master Data Management
4 12 (37.50%) Business Intelligence
5 11 (34.38%) Data Warehouse
5 11 (34.38%) Analytics
6 10 (31.25%) Data Strategy
7 9 (28.13%) Enterprise Architecture
7 9 (28.13%) ERP
8 7 (21.88%) SOA
8 7 (21.88%) Analytical Skills
8 7 (21.88%) Logical Data Model
9 6 (18.75%) Metadata Management
9 6 (18.75%) Data Migration
9 6 (18.75%) Visualisation
9 6 (18.75%) Migration
10 5 (15.63%) Management Information System
10 5 (15.63%) Workflow
10 5 (15.63%) Finance
10 5 (15.63%) TOGAF
10 5 (15.63%) ERwin
10 5 (15.63%) Microsoft Excel
10 5 (15.63%) MS Access
10 5 (15.63%) Validation
10 5 (15.63%) Data Cleansing
10 5 (15.63%) Reference Data
10 5 (15.63%) Degree

Data Architecture
Co-occurring IT Skills in the West Midlands 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%) Oracle SOA Suite
2 2 (6.25%) IIS
3 1 (3.13%) Apache Solr
3 1 (3.13%) Apache Spark
3 1 (3.13%) SharePoint
Applications
1 5 (15.63%) Microsoft Excel
Business Applications
1 4 (12.50%) SAP ERP
Cloud Services
1 3 (9.38%) Cloud Computing
2 1 (3.13%) Cortana Intelligence Suite
2 1 (3.13%) Microsoft Azure
Database & Business Intelligence
1 11 (34.38%) Data Warehouse
2 5 (15.63%) MS Access
3 4 (12.50%) SQL Server
4 3 (9.38%) Hadoop
4 3 (9.38%) Relational Database
4 3 (9.38%) SQL Server Integration Services
4 3 (9.38%) SQL Server Reporting Services
5 2 (6.25%) Big Data
5 2 (6.25%) RDBMS
5 2 (6.25%) SQL Server 2008
6 1 (3.13%) Amazon Redshift
6 1 (3.13%) Apache Hive
6 1 (3.13%) Data Mining
6 1 (3.13%) Microsoft Analysis Services
6 1 (3.13%) MongoDB
6 1 (3.13%) MySQL
6 1 (3.13%) NoSQL
6 1 (3.13%) Pentaho
6 1 (3.13%) Power BI
6 1 (3.13%) Sqoop
Development Applications
1 5 (15.63%) ERwin
2 3 (9.38%) Rational Rose
General
1 5 (15.63%) Finance
2 4 (12.50%) Manufacturing
3 3 (9.38%) Telecoms
4 1 (3.13%) Banking
Job Titles
1 16 (50.00%) Architect
2 11 (34.38%) Data Architect
3 6 (18.75%) Analyst
4 5 (15.63%) Data Analyst
4 5 (15.63%) Data Manager
4 5 (15.63%) Technical Analyst
5 4 (12.50%) Lead Architect
6 3 (9.38%) Information Architect
6 3 (9.38%) Lead Solutions Architect
6 3 (9.38%) Solutions Architect
7 2 (6.25%) Administrator
7 2 (6.25%) DBA
7 2 (6.25%) SQL DBA
8 1 (3.13%) Business Consultant
8 1 (3.13%) Enterprise Architect
8 1 (3.13%) Financial Analyst
8 1 (3.13%) IT Architect
8 1 (3.13%) Microsoft Consultant
8 1 (3.13%) Technical Architect
8 1 (3.13%) Technical Manager
Miscellaneous
1 7 (21.88%) Analytical Skills
2 5 (15.63%) Computer Science
2 5 (15.63%) Data Structures
2 5 (15.63%) Management Information System
2 5 (15.63%) Reference Data
3 2 (6.25%) Replication
Operating Systems
1 3 (9.38%) Windows
2 2 (6.25%) Windows Server
2 2 (6.25%) Windows Server 2008
3 1 (3.13%) Linux
3 1 (3.13%) Mac OS X
Processes & Methodologies
1 16 (50.00%) Data Governance
1 16 (50.00%) Data Management
1 16 (50.00%) Data Modelling
2 13 (40.63%) Master Data Management
3 12 (37.50%) Business Intelligence
4 11 (34.38%) Analytics
5 10 (31.25%) Data Strategy
6 9 (28.13%) Enterprise Architecture
6 9 (28.13%) ERP
7 7 (21.88%) Logical Data Model
7 7 (21.88%) SOA
8 6 (18.75%) Data Migration
8 6 (18.75%) Metadata Management
8 6 (18.75%) Migration
8 6 (18.75%) Visualisation
9 5 (15.63%) Data Cleansing
9 5 (15.63%) Data Visualisation
9 5 (15.63%) TOGAF
9 5 (15.63%) Validation
9 5 (15.63%) Workflow
Programming Languages
1 13 (40.63%) SQL
Qualifications
1 5 (15.63%) Computer Science Degree
1 5 (15.63%) Degree
2 2 (6.25%) Security Cleared
3 1 (3.13%) DV Cleared
3 1 (3.13%) SC Cleared
Quality Assurance & Compliance
1 18 (56.25%) Data Quality
2 1 (3.13%) COBIT
System Software
1 1 (3.13%) Apache Flume
Vendors
1 4 (12.50%) Oracle
1 4 (12.50%) SAP
2 3 (9.38%) Casewise
2 3 (9.38%) Microsoft
3 1 (3.13%) Birst
3 1 (3.13%) Cloudera
3 1 (3.13%) Tableau