The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
East Midlands > Northamptonshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 62 64 88
Rank change year-on-year +2 +24  
Permanent jobs citing Data Architecture 3 8 2
As % of all permanent IT jobs advertised in Northamptonshire 0.52% 1.11% 0.22%
As % of the Processes & Methodologies category 0.57% 1.18% 0.24%
Number of salaries quoted 3 0 1
Northamptonshire median annual salary £45,000 - £35,000
East Midlands median annual salary £45,000 £52,500 £37,500
% change year-on-year -14.28% +40.00%  

Data Architecture is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Northamptonshire with a requirement for process and methodology skills.

Process & Methodology Skills
Northamptonshire
Permanent job vacancies with a requirement for process and methodology skills 526 676 824
As % of all permanent IT job vacancies advertised in Northamptonshire 91.32% 93.89% 88.60%
Number of salaries quoted 2193 1976 3811
Northamptonshire median annual salary £40,000 £40,000 £45,000
Median salary % change year-on-year - -11.11%  
10th Percentile £26,250 £27,500 £31,250
90th Percentile £58,750 £65,000 £62,500
East Midlands median annual salary £42,500 £42,500 £42,500

Data Architecture
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Data Architecture in Northamptonshire

Data Architecture
Salary Trend in Northamptonshire

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

Salary trend for Data Architecture in Northamptonshire

For the 6 months to 29 June 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 Northamptonshire region with a requirement for Data Architecture.

1 11 (100.00%) Data Modelling
2 9 (81.82%) SQL
2 9 (81.82%) Data Warehouse
3 7 (63.64%) T-SQL
3 7 (63.64%) .NET
3 7 (63.64%) SQL Server
3 7 (63.64%) SQL Server Reporting Services
3 7 (63.64%) SQL Server Integration Services
3 7 (63.64%) PowerShell
3 7 (63.64%) SQL Server Analysis Services
3 7 (63.64%) Continuous Improvement
3 7 (63.64%) Data Quality
3 7 (63.64%) Power BI
3 7 (63.64%) SQL Server 2016
4 3 (27.27%) Data Analysis Expressions (DAX)
5 2 (18.18%) Data Governance
5 2 (18.18%) Data Migration
5 2 (18.18%) Data Integration
5 2 (18.18%) Visualisation
5 2 (18.18%) Data Visualisation
5 2 (18.18%) Data Analysis
5 2 (18.18%) XML
5 2 (18.18%) UML
5 2 (18.18%) OO
5 2 (18.18%) SAS
5 2 (18.18%) Business Intelligence
5 2 (18.18%) Microsoft
5 2 (18.18%) Information Management
5 2 (18.18%) Finance
5 2 (18.18%) Legal

Data Architecture
Co-occurring IT Skills in Northamptonshire 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 (18.18%) SAS
Database & Business Intelligence
1 9 (81.82%) Data Warehouse
2 7 (63.64%) Power BI
2 7 (63.64%) SQL Server
2 7 (63.64%) SQL Server 2016
2 7 (63.64%) SQL Server Analysis Services
2 7 (63.64%) SQL Server Integration Services
2 7 (63.64%) SQL Server Reporting Services
3 2 (18.18%) Big Data
General
1 2 (18.18%) Finance
1 2 (18.18%) Legal
2 1 (9.09%) Marketing
2 1 (9.09%) Retail
Job Titles
1 9 (81.82%) Developer
2 7 (63.64%) Data Warehouse Developer
3 2 (18.18%) Architect
3 2 (18.18%) Data Architect
3 2 (18.18%) Enterprise Architect
3 2 (18.18%) Enterprise Data Architect
3 2 (18.18%) Senior Developer
4 1 (9.09%) SSAS Developer
4 1 (9.09%) SSIS Developer
4 1 (9.09%) SSRS Developer
Libraries, Frameworks & Software Standards
1 7 (63.64%) .NET
2 2 (18.18%) XML
Miscellaneous
1 2 (18.18%) Greenfield Project
2 1 (9.09%) Analytical Skills
Processes & Methodologies
1 11 (100.00%) Data Modelling
2 7 (63.64%) Continuous Improvement
3 2 (18.18%) Business Intelligence
3 2 (18.18%) Data Analysis
3 2 (18.18%) Data Governance
3 2 (18.18%) Data Integration
3 2 (18.18%) Data Migration
3 2 (18.18%) Data Strategy
3 2 (18.18%) Data Visualisation
3 2 (18.18%) Information Management
3 2 (18.18%) Migration
3 2 (18.18%) OO
3 2 (18.18%) UML
3 2 (18.18%) Visualisation
4 1 (9.09%) Root Cause Analysis
4 1 (9.09%) Supplier Management
Programming Languages
1 9 (81.82%) SQL
2 7 (63.64%) PowerShell
2 7 (63.64%) T-SQL
3 3 (27.27%) Data Analysis Expressions (DAX)
Quality Assurance & Compliance
1 7 (63.64%) Data Quality
Vendors
1 2 (18.18%) Microsoft