The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Nottingham region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 85 63 72
Rank change year-on-year
-22 +9
Permanent jobs citing Data Modelling 7 41 24
As % of all permanent IT jobs located in Nottingham 0.69% 3.26% 2.39%
As % of the Processes & Methodologies category 0.82% 3.72% 2.82%
Number of salaries quoted 6 23 22
Median salary £53,992 £57,500 £35,000
Median salary % change year-on-year
-6.10% +64.28%
90% offered a salary of more than £31,656 £35,000 £32,500
10% offered a salary of more than £55,746 £90,000 £42,500
UK excluding London median salary £47,500 £48,500 £45,000
% change year-on-year
-2.06% +7.77%
Data Modelling
Nottinghamshire

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

Processes & Methodologies Category
Nottingham
Permanent IT job ads with a match in the
Processes & Methodologies category
850 1103 850
As % of all permanent IT jobs located in Nottingham 84.33% 87.82% 84.58%
Number of salaries quoted 711 852 661
Median salary £45,000 £41,174 £40,000
Median salary % change year-on-year
+9.29% +2.93%
90% offered a salary of more than £27,500 £27,500 £26,000
10% offered a salary of more than £67,500 £51,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Nottingham

The demand trend of job ads across the Nottingham 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 Nottingham

Data Modelling
Salary Trend in Nottingham

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

Data Modelling Salary Trend in Nottingham

Data Modelling
Salary Histogram in Nottingham

This chart provides a salary histogram for IT jobs citing Data Modelling across the Nottingham region over the 3 months to 31 August 2016.

Data Modelling Salary Histogram in Nottingham

Data Modelling
Top 30 Related IT Skills in Nottingham

For the 6 months to 31 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 Nottingham region with a requirement for Data Modelling.

1 20 (80.00%) SQL
2 13 (52.00%) Data Warehouse
3 11 (44.00%) Business Intelligence
4 9 (36.00%) SQL Server
5 8 (32.00%) PL/SQL
5 8 (32.00%) SDLC
6 6 (24.00%) Data Architecture
6 6 (24.00%) ETL
6 6 (24.00%) Finance
6 6 (24.00%) .NET
6 6 (24.00%) Oracle
6 6 (24.00%) C#
7 5 (20.00%) HTML
7 5 (20.00%) XML
7 5 (20.00%) ERP
7 5 (20.00%) Data Quality
8 4 (16.00%) Performance Tuning
8 4 (16.00%) Oracle BI Publisher
8 4 (16.00%) Oracle Payables
8 4 (16.00%) Oracle Receivables
8 4 (16.00%) Oracle Assets
8 4 (16.00%) Oracle TCA
8 4 (16.00%) Data Visualisation
8 4 (16.00%) Oracle EBS R12
8 4 (16.00%) Visualisation
8 4 (16.00%) QA
8 4 (16.00%) Oracle APEX
8 4 (16.00%) User Acceptance Testing
8 4 (16.00%) API Development
8 4 (16.00%) SEPA

Data Modelling
Top Related IT Skills in Nottingham 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 4 (16.00%) Oracle Workflow
Applications
1 2 (8.00%) MS Excel
2 1 (4.00%) SPSS
Business Applications
1 4 (16.00%) Oracle 11i
1 4 (16.00%) Oracle Applications
1 4 (16.00%) Oracle Assets
1 4 (16.00%) Oracle EBS
1 4 (16.00%) Oracle EBS R12
1 4 (16.00%) Oracle Financials
1 4 (16.00%) Oracle Payables
1 4 (16.00%) Oracle Receivables
1 4 (16.00%) Oracle TCA
Database & Business Intelligence
1 13 (52.00%) Data Warehouse
2 9 (36.00%) SQL Server
3 4 (16.00%) Data Mining
3 4 (16.00%) Oracle BI Publisher
3 4 (16.00%) Oracle Discoverer
3 4 (16.00%) Oracle Reports
4 2 (8.00%) Cognos Framework Manager
4 2 (8.00%) Relational Database
4 2 (8.00%) Star Schema
5 1 (4.00%) SQL Server 2008
5 1 (4.00%) SQL Server Analysis Services
5 1 (4.00%) SQL Server Integration Services
5 1 (4.00%) SQL Server Reporting Services
Development Applications
1 4 (16.00%) Oracle APEX
1 4 (16.00%) Oracle Forms
General
1 6 (24.00%) Finance
2 3 (12.00%) Back Office
3 1 (4.00%) Retail
Job Titles
1 12 (48.00%) Architect
2 11 (44.00%) Developer
3 9 (36.00%) Data Architect
4 4 (16.00%) Applications Developer
4 4 (16.00%) Data Warehouse Developer
4 4 (16.00%) Oracle Applications Developer
4 4 (16.00%) Oracle Developer
4 4 (16.00%) Technical Developer
5 3 (12.00%) Enterprise Architect
6 2 (8.00%) Business Developer
6 2 (8.00%) Business Intelligence Developer
7 1 (4.00%) Analyst
7 1 (4.00%) Business Analyst
7 1 (4.00%) Business IT Analyst
7 1 (4.00%) Business Manager
7 1 (4.00%) Data Manager
7 1 (4.00%) IT Business Analyst
7 1 (4.00%) Junior
7 1 (4.00%) Junior Developer
7 1 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (24.00%) .NET
2 5 (20.00%) HTML
2 5 (20.00%) XML
3 1 (4.00%) Ajax
3 1 (4.00%) AngularJS
3 1 (4.00%) ASP.NET
3 1 (4.00%) ASP.NET Web API
3 1 (4.00%) CSS
3 1 (4.00%) jQuery
3 1 (4.00%) Kendo UI
3 1 (4.00%) REST
3 1 (4.00%) Twitter Bootstrap
3 1 (4.00%) WCF
3 1 (4.00%) Web Services
3 1 (4.00%) XSLT
Miscellaneous
1 4 (16.00%) Visualisation
2 2 (8.00%) Data Extraction
3 1 (4.00%) Analytical Skills
3 1 (4.00%) Mathematics
3 1 (4.00%) Physics
3 1 (4.00%) Statistics
Operating Systems
1 2 (8.00%) Linux
Processes & Methodologies
1 11 (44.00%) Business Intelligence
2 8 (32.00%) SDLC
3 6 (24.00%) Data Architecture
3 6 (24.00%) ETL
4 5 (20.00%) ERP
5 4 (16.00%) Agile Software Development
5 4 (16.00%) API Development
5 4 (16.00%) Business Analysis
5 4 (16.00%) Data Visualisation
5 4 (16.00%) MVC
5 4 (16.00%) Performance Tuning
5 4 (16.00%) User Acceptance Testing
5 4 (16.00%) Workflow
6 3 (12.00%) Data Analysis
6 3 (12.00%) Logical Data Model
6 3 (12.00%) Mentoring
6 3 (12.00%) Physical Data Model
6 3 (12.00%) Project Management
6 3 (12.00%) Scrum
6 3 (12.00%) TOGAF
Programming Languages
1 20 (80.00%) SQL
2 8 (32.00%) PL/SQL
3 6 (24.00%) C#
4 4 (16.00%) Java
5 1 (4.00%) JavaScript
5 1 (4.00%) Python
5 1 (4.00%) T-SQL
Qualifications
1 4 (16.00%) Degree
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
2 4 (16.00%) QA
2 4 (16.00%) SEPA
Vendors
1 6 (24.00%) Oracle
2 2 (8.00%) Cognos
2 2 (8.00%) IBM
3 1 (4.00%) Alteryx
3 1 (4.00%) Microsoft
3 1 (4.00%) Telerik