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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 65 67 74
Rank change year-on-year
+2 +7
Permanent jobs citing Data Modelling 6 16 16
As % of all permanent IT jobs located in Northamptonshire 0.86% 1.68% 1.74%
As % of the Processes & Methodologies category 0.96% 1.91% 2.08%
Number of salaries quoted 3 14 16
Median salary £50,000 £55,000 £43,000
Median salary % change year-on-year
-9.09% +27.90%
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
East Midlands

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
624 839 768
As % of all permanent IT jobs located in Northamptonshire 89.02% 88.32% 83.66%
Number of salaries quoted 408 763 694
Median salary £41,500 £42,500 £40,000
Median salary % change year-on-year
-2.35% +6.25%
90% offered a salary of more than £28,000 £30,000 £27,000
10% offered a salary of more than £60,000 £58,000 £60,000
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
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 25 August 2016, 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 25 (96.15%) Business Intelligence
2 16 (61.54%) Analytics
3 14 (53.85%) Data Migration
3 14 (53.85%) Retail
3 14 (53.85%) Data Management
3 14 (53.85%) Migration
4 13 (50.00%) Management Information System
4 13 (50.00%) Information Management
4 13 (50.00%) Taxonomies
4 13 (50.00%) Master Data Management
4 13 (50.00%) Data Analytics
4 13 (50.00%) Data Structures
5 7 (26.92%) SAP HANA
5 7 (26.92%) ABAP
5 7 (26.92%) SAP
6 6 (23.08%) SAP BW
6 6 (23.08%) SAP BI
7 5 (19.23%) BusinessObjects
8 4 (15.38%) SQL Server Reporting Services
8 4 (15.38%) SQL Server Integration Services
8 4 (15.38%) SQL Server
8 4 (15.38%) Stakeholder Management
8 4 (15.38%) Data Warehouse
8 4 (15.38%) ETL
8 4 (15.38%) SQL
9 3 (11.54%) .NET
9 3 (11.54%) Mentoring
9 3 (11.54%) Degree
10 2 (7.69%) Translating Business Requirements
10 2 (7.69%) Kimball Methodology

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 1 (3.85%) NetWeaver
Applications
1 2 (7.69%) MS Excel
Communications & Networking
1 1 (3.85%) HTTP
Database & Business Intelligence
1 7 (26.92%) SAP HANA
2 6 (23.08%) SAP BI
2 6 (23.08%) SAP BW
3 5 (19.23%) BusinessObjects
4 4 (15.38%) Data Warehouse
4 4 (15.38%) SQL Server
4 4 (15.38%) SQL Server Integration Services
4 4 (15.38%) SQL Server Reporting Services
5 2 (7.69%) SQL Server 2012
5 2 (7.69%) SQL Server Analysis Services
6 1 (3.85%) MS Access
Development Applications
1 2 (7.69%) Team Foundation Server
General
1 14 (53.85%) Retail
2 2 (7.69%) Finance
Job Titles
1 9 (34.62%) Business Intelligence Lead
1 9 (34.62%) Data Migration Lead
2 6 (23.08%) Developer
3 5 (19.23%) Architect
4 4 (15.38%) SAP BW Developer
4 4 (15.38%) SAP Developer
5 3 (11.54%) Business Intelligence Architect
5 3 (11.54%) SAP Architect
5 3 (11.54%) SAP BI Architect
6 2 (7.69%) Business Developer
6 2 (7.69%) Business Intelligence Developer
6 2 (7.69%) Data Architect
6 2 (7.69%) Data Manager
6 2 (7.69%) SQL BI Developer
6 2 (7.69%) SQL Developer
6 2 (7.69%) SQL Server BI Developer
6 2 (7.69%) SQL Server Developer
6 2 (7.69%) SSAS Developer
6 2 (7.69%) SSIS Developer
6 2 (7.69%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (11.54%) .NET
2 2 (7.69%) XML
3 1 (3.85%) AngularJS
3 1 (3.85%) ASP.NET
Miscellaneous
1 13 (50.00%) Data Structures
1 13 (50.00%) Management Information System
1 13 (50.00%) Taxonomies
2 1 (3.85%) User Experience
Processes & Methodologies
1 25 (96.15%) Business Intelligence
2 16 (61.54%) Analytics
3 14 (53.85%) Data Management
3 14 (53.85%) Data Migration
3 14 (53.85%) Migration
4 13 (50.00%) Data Analytics
4 13 (50.00%) Information Management
4 13 (50.00%) Master Data Management
5 4 (15.38%) ETL
5 4 (15.38%) Stakeholder Management
6 3 (11.54%) Mentoring
7 2 (7.69%) Agile Software Development
7 2 (7.69%) Kimball Methodology
7 2 (7.69%) Project Management
7 2 (7.69%) Translating Business Requirements
8 1 (3.85%) PRINCE2
8 1 (3.85%) Security Architecture
Programming Languages
1 7 (26.92%) ABAP
2 4 (15.38%) SQL
3 2 (7.69%) T-SQL
4 1 (3.85%) C#
4 1 (3.85%) Java
4 1 (3.85%) JavaScript
4 1 (3.85%) PHP
4 1 (3.85%) Ruby
4 1 (3.85%) VB.NET
Qualifications
1 3 (11.54%) Degree
Vendors
1 7 (26.92%) SAP
2 2 (7.69%) Microsoft