Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England > East Midlands
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 209 248 259
Rank change year-on-year +39 +11 0
Permanent jobs citing Data Architecture 17 19 19
As % of all permanent IT jobs advertised in the East Midlands 0.33% 0.29% 0.25%
As % of the Processes & Methodologies category 0.37% 0.32% 0.28%
Number of salaries quoted 14 8 22
East Midlands median annual salary £45,000 £44,000 £55,000
Median salary % change year-on-year +2.27% -20.00% -
10th Percentile £41,625 £37,700 £36,425
90th Percentile £55,000 £54,750 £73,000
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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4579 5863 6672
As % of all permanent IT jobs advertised in the East Midlands 88.52% 89.06% 89.46%
Number of salaries quoted 3784 4640 5426
East Midlands median annual salary £40,000 £41,500 £40,000
Median salary % change year-on-year -3.61% +3.75% -
10th Percentile £25,500 £25,975 £23,750
90th Percentile £63,375 £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 the East Midlands

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

Job vacancy trend for Data Architecture in the East Midlands

Data Architecture
Salary Trend in the East Midlands

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

Salary trend for Data Architecture in the East Midlands

Data Architecture
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Architecture in the East Midlands over the 6 months to 18 November 2017.

Salary histogram for Data Architecture in the East Midlands

Data Architecture
Job Locations in the East 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 East Midlands region over the 6 months to 18 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
Nottinghamshire +17 6 £45,000 +50.00%
Derbyshire - 5 £51,250 -
Lincolnshire - 2 £42,500 -
Leicestershire +21 1 £45,000 +2.27%
Northamptonshire +12 1 £45,000 -25.00%
Data Architecture
England

For the 6 months to 18 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 East Midlands region with a requirement for Data Architecture.

1 13 (76.47%) Analytics
2 12 (70.59%) Business Intelligence
2 12 (70.59%) Data Management
3 11 (64.71%) Data Warehouse
4 9 (52.94%) SQL Server
4 9 (52.94%) Power BI
4 9 (52.94%) SQL Server 2016
5 8 (47.06%) Enterprise Data Warehouse
5 8 (47.06%) SQL Server 2014
5 8 (47.06%) T-SQL
5 8 (47.06%) Microsoft
5 8 (47.06%) TOGAF
5 8 (47.06%) SQL Server Reporting Services
5 8 (47.06%) Data Security
5 8 (47.06%) Master Data Management
5 8 (47.06%) Microsoft Azure
5 8 (47.06%) Continuous Improvement
5 8 (47.06%) SQL Server Integration Services
5 8 (47.06%) Enterprise Architecture
5 8 (47.06%) SQL Server Analysis Services
6 7 (41.18%) MDX
6 7 (41.18%) Systems Analysis
6 7 (41.18%) Data Quality
7 6 (35.29%) Continuous Integration
7 6 (35.29%) Agile Software Development
8 5 (29.41%) Data Modelling
8 5 (29.41%) SQL
9 4 (23.53%) Data Analysis
9 4 (23.53%) Management Information System
9 4 (23.53%) Migration

Data Architecture
Co-occurring IT Skills in the East 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 2 (11.76%) SharePoint
1 2 (11.76%) SharePoint 2013
Cloud Services
1 8 (47.06%) Microsoft Azure
Database & Business Intelligence
1 11 (64.71%) Data Warehouse
2 9 (52.94%) Power BI
2 9 (52.94%) SQL Server
2 9 (52.94%) SQL Server 2016
3 8 (47.06%) Enterprise Data Warehouse
3 8 (47.06%) SQL Server 2014
3 8 (47.06%) SQL Server Analysis Services
3 8 (47.06%) SQL Server Integration Services
3 8 (47.06%) SQL Server Reporting Services
4 2 (11.76%) Biml
4 2 (11.76%) NoSQL
4 2 (11.76%) RDBMS
4 2 (11.76%) Relational Database
5 1 (5.88%) DBAmp
5 1 (5.88%) Hadoop
Development Applications
1 2 (11.76%) ERwin
General
1 3 (17.65%) Finance
1 3 (17.65%) Legal
Job Titles
1 8 (47.06%) Architect
2 6 (35.29%) Data Architect
2 6 (35.29%) Developer
3 5 (29.41%) Business Intelligence Developer
4 2 (11.76%) Business Intelligence Architect
4 2 (11.76%) Data Manager
4 2 (11.76%) Enterprise Architect
4 2 (11.76%) Enterprise Data Architect
5 1 (5.88%) Consultant
5 1 (5.88%) Data Warehouse Developer
5 1 (5.88%) Microsoft BI Developer
5 1 (5.88%) Microsoft Developer
5 1 (5.88%) Salesforce Consultant
Libraries, Frameworks & Software Standards
1 7 (41.18%) MDX
2 1 (5.88%) .NET
Miscellaneous
1 4 (23.53%) Management Information System
Processes & Methodologies
1 13 (76.47%) Analytics
2 12 (70.59%) Business Intelligence
2 12 (70.59%) Data Management
3 8 (47.06%) Continuous Improvement
3 8 (47.06%) Data Security
3 8 (47.06%) Enterprise Architecture
3 8 (47.06%) Master Data Management
3 8 (47.06%) TOGAF
4 7 (41.18%) Systems Analysis
5 6 (35.29%) Agile Software Development
5 6 (35.29%) Continuous Integration
6 5 (29.41%) Data Modelling
7 4 (23.53%) Data Analysis
7 4 (23.53%) ETL
7 4 (23.53%) Migration
8 3 (17.65%) Data Analytics
8 3 (17.65%) Data Migration
8 3 (17.65%) Stakeholder Management
9 2 (11.76%) Data Integration
9 2 (11.76%) Visualisation
Programming Languages
1 8 (47.06%) T-SQL
2 5 (29.41%) SQL
3 1 (5.88%) Apex Code
3 1 (5.88%) Data Analysis Expressions (DAX)
3 1 (5.88%) PowerShell
Qualifications
1 1 (5.88%) Degree
Quality Assurance & Compliance
1 7 (41.18%) Data Quality
2 2 (11.76%) GDPR
Vendors
1 8 (47.06%) Microsoft
2 1 (5.88%) Salesforce.com