The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Northamptonshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Modelling
East Midlands / Northamptonshire
Rank 37 54 51
Rank change year-on-year
+17 -3
Permanent jobs citing Data Modelling 25 31 27
As % of all permanent IT jobs located in Northamptonshire 4.20% 4.24% 3.65%
As % of the Processes & Methodologies category 4.70% 4.81% 4.03%
Number of salaries quoted 17 24 26
Median salary £50,000 £52,500 £45,000
Median salary % change year-on-year
-4.76% +16.66%
90% offered a salary of more than £45,000 £47,500 £38,000
10% offered a salary of more than £80,000 £64,850 £52,500
UK excluding London median salary £48,000 £47,500 £46,377
% change year-on-year
+1.05% +2.42%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Northamptonshire region.

Processes & Methodologies Category
Northamptonshire
Permanent IT job ads with a match in the
Processes & Methodologies category
532 645 670
As % of all permanent IT jobs located in Northamptonshire 89.41% 88.24% 90.54%
Number of salaries quoted 438 449 612
Median salary £43,500 £42,500 £42,500
Median salary % change year-on-year
+2.35% -
90% offered a salary of more than £27,500 £30,000 £32,500
10% offered a salary of more than £55,000 £63,300 £57,278
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Northamptonshire

The demand trend of job ads across the Northamptonshire region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Northamptonshire

Data Modelling
Salary Trend in Northamptonshire

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

Data Modelling Salary Trend in Northamptonshire

Data Modelling
Salary Histogram in Northamptonshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Northamptonshire region over the 3 months to 24 February 2017.

Data Modelling Salary Histogram in Northamptonshire

Data Modelling
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Northamptonshire region over the 3 months to 24 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +22 17 £50,000 -4.76% 2
Data Modelling
East Midlands

Data Modelling
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 24 February 2017, IT jobs citing Data Modelling 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 Modelling.

1 18 (56.25%) Business Intelligence
2 17 (53.13%) SQL
3 16 (50.00%) Data Warehouse
4 11 (34.38%) SQL Server Reporting Services
4 11 (34.38%) Data Architecture
5 10 (31.25%) Data Migration
5 10 (31.25%) Agile Software Development
5 10 (31.25%) Migration
5 10 (31.25%) Power BI
6 9 (28.13%) Data Analysis
6 9 (28.13%) SQL Server
6 9 (28.13%) SQL Server Analysis Services
6 9 (28.13%) Big Data
7 8 (25.00%) SQL Server Integration Services
7 8 (25.00%) T-SQL
7 8 (25.00%) OO
7 8 (25.00%) Microsoft
8 7 (21.88%) Data Structures
9 6 (18.75%) Analytics
9 6 (18.75%) Continuous Improvement
9 6 (18.75%) Data Quality
9 6 (18.75%) Information Management
9 6 (18.75%) UML
9 6 (18.75%) Legal
9 6 (18.75%) SQL Server 2016
10 5 (15.63%) Scrum
10 5 (15.63%) TDD
10 5 (15.63%) Data Management
10 5 (15.63%) .NET
10 5 (15.63%) Oracle

Data Modelling
Top Related 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 (6.25%) SAS
2 1 (3.13%) Oracle SOA Suite
Applications
1 3 (9.38%) MS Excel
2 2 (6.25%) MS Visio
Business Applications
1 1 (3.13%) Oracle EBS
Cloud Services
1 1 (3.13%) SaaS
Database & Business Intelligence
1 16 (50.00%) Data Warehouse
2 11 (34.38%) SQL Server Reporting Services
3 10 (31.25%) Power BI
4 9 (28.13%) Big Data
4 9 (28.13%) SQL Server
4 9 (28.13%) SQL Server Analysis Services
5 8 (25.00%) SQL Server Integration Services
6 6 (18.75%) SQL Server 2016
7 4 (12.50%) RDBMS
7 4 (12.50%) Relational Database
8 3 (9.38%) SQL Server 2008
9 2 (6.25%) QlikView
10 1 (3.13%) BusinessObjects
10 1 (3.13%) BusinessObjects Business Intelligence
10 1 (3.13%) Microsoft Analysis Services
10 1 (3.13%) Microsoft Power View
10 1 (3.13%) PowerPivot
10 1 (3.13%) SAP BW
10 1 (3.13%) SQL Server 2014
10 1 (3.13%) Star Schema
Development Applications
1 4 (12.50%) Eclipse
1 4 (12.50%) Git (software)
1 4 (12.50%) Gradle
1 4 (12.50%) IntelliJ
1 4 (12.50%) Jenkins
1 4 (12.50%) JProfiler
1 4 (12.50%) JUnit
1 4 (12.50%) Maven
1 4 (12.50%) SonarQube
2 2 (6.25%) Rational Rose
General
1 6 (18.75%) Legal
2 4 (12.50%) Finance
3 3 (9.38%) Retail
4 2 (6.25%) Billing
4 2 (6.25%) Telecoms
5 1 (3.13%) Advertising
5 1 (3.13%) Marketing
Job Titles
1 13 (40.63%) Developer
2 6 (18.75%) Data Migration Lead
2 6 (18.75%) Data Warehouse Developer
3 5 (15.63%) Architect
4 4 (12.50%) Business Intelligence Manager
4 4 (12.50%) Data Architect
4 4 (12.50%) Enterprise Data Architect
5 3 (9.38%) Analyst
5 3 (9.38%) Enterprise Architect
6 2 (6.25%) Business Analyst
6 2 (6.25%) Business Design Analyst
6 2 (6.25%) Senior Developer
6 2 (6.25%) Technical Analyst
6 2 (6.25%) Technical Business Analyst
7 1 (3.13%) Business Intelligence Developer
7 1 (3.13%) CRM Architect
7 1 (3.13%) Integration Architect
7 1 (3.13%) SAP BW Developer
7 1 (3.13%) SAP Developer
7 1 (3.13%) SOA Architect
Libraries, Frameworks & Software Standards
1 5 (15.63%) .NET
2 4 (12.50%) Ajax
2 4 (12.50%) AngularJS
2 4 (12.50%) Backbone.js
2 4 (12.50%) Hibernate
2 4 (12.50%) Java EE
2 4 (12.50%) JPA
2 4 (12.50%) jQuery
2 4 (12.50%) JSON
2 4 (12.50%) REST
2 4 (12.50%) SOAP
2 4 (12.50%) Spring
2 4 (12.50%) Spring Boot
2 4 (12.50%) Velocity
2 4 (12.50%) Web Services
2 4 (12.50%) XML
3 3 (9.38%) D3.js
4 1 (3.13%) Middleware
Miscellaneous
1 7 (21.88%) Data Structures
2 4 (12.50%) Management Information System
2 4 (12.50%) Taxonomies
3 3 (9.38%) Analytical Skills
4 1 (3.13%) Computer Science
Processes & Methodologies
1 18 (56.25%) Business Intelligence
2 11 (34.38%) Data Architecture
3 10 (31.25%) Agile Software Development
3 10 (31.25%) Data Migration
3 10 (31.25%) Migration
4 9 (28.13%) Data Analysis
5 8 (25.00%) OO
6 6 (18.75%) Analytics
6 6 (18.75%) Continuous Improvement
6 6 (18.75%) Information Management
6 6 (18.75%) UML
7 5 (15.63%) Data Management
7 5 (15.63%) Data Visualisation
7 5 (15.63%) Mentoring
7 5 (15.63%) Scrum
7 5 (15.63%) TDD
7 5 (15.63%) Visualisation
8 4 (12.50%) Domain-Driven Design
8 4 (12.50%) Front End Development
8 4 (12.50%) RAD
Programming Languages
1 17 (53.13%) SQL
2 8 (25.00%) T-SQL
3 5 (15.63%) PowerShell
4 4 (12.50%) Java
4 4 (12.50%) JavaScript
5 1 (3.13%) ABAP
Quality Assurance & Compliance
1 6 (18.75%) Data Quality
Vendors
1 8 (25.00%) Microsoft
2 5 (15.63%) Oracle
3 4 (12.50%) Cognizant
3 4 (12.50%) Perforce
4 2 (6.25%) IBM
5 1 (3.13%) SAP
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