The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the East Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 145 103 141
Rank change year-on-year
-42 +38
Permanent jobs citing Data Modelling 33 76 42
As % of all permanent IT jobs located in the East Midlands 1.04% 2.17% 1.16%
As % of the Processes & Methodologies category 1.16% 2.44% 1.36%
Number of salaries quoted 21 49 31
Median salary £42,500 £51,000 £45,000
Median salary % change year-on-year
-16.66% +13.33%
90% offered a salary of more than £27,500 £39,700 £37,500
10% offered a salary of more than £60,000 £70,000 £52,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
England

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

Processes & Methodologies Category
East Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
2845 3114 3098
As % of all permanent IT jobs located in the East Midlands 89.47% 88.87% 85.46%
Number of salaries quoted 2263 2426 2655
Median salary £42,500 £40,500 £40,000
Median salary % change year-on-year
+4.93% +1.25%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £60,000 £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 the East Midlands

The demand trend of job ads across the East Midlands 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 the East Midlands

Data Modelling
Salary Trend in the East Midlands

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

Data Modelling Salary Trend in the East Midlands

Data Modelling
Salary Histogram in the East Midlands

This chart provides a salary histogram for IT jobs citing Data Modelling across the East Midlands region over the 3 months to 11 December 2016.

Data Modelling Salary Histogram in the East Midlands

Data Modelling
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 Modelling within the East Midlands region over the 3 months to 11 December 2016. 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
(Click see detailed
statistics and trends)
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
Northamptonshire -5 13 £58,750 +18.90% 2
Leicestershire +11 10 £42,500 -22.72% 1
Nottinghamshire -21 5 £53,992 -11.84% 4
Derbyshire +16 4 £37,500 -28.57% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East Midlands

For the 6 months to 11 December 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 East Midlands region with a requirement for Data Modelling.

1 32 (57.14%) Business Intelligence
2 23 (41.07%) SQL
3 18 (32.14%) Degree
4 17 (30.36%) Microsoft
5 15 (26.79%) Finance
6 14 (25.00%) Oracle
7 12 (21.43%) MS Excel
7 12 (21.43%) Data Warehouse
7 12 (21.43%) Analytics
8 11 (19.64%) Mentoring
8 11 (19.64%) ERP
8 11 (19.64%) SQL Server
9 10 (17.86%) Java
9 10 (17.86%) ETL
9 10 (17.86%) Agile Software Development
10 9 (16.07%) JavaScript
10 9 (16.07%) .NET
10 9 (16.07%) XML
10 9 (16.07%) Analytical Skills
11 8 (14.29%) Data Flow Diagram
11 8 (14.29%) jQuery
11 8 (14.29%) T-SQL
11 8 (14.29%) Pharmaceutical
11 8 (14.29%) JD Edwards
11 8 (14.29%) Data Management
11 8 (14.29%) TOGAF
11 8 (14.29%) SQL Server Reporting Services
11 8 (14.29%) Dynamics AX
11 8 (14.29%) Manufacturing
12 7 (12.50%) Logistics

Data Modelling
Top Related 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 3 (5.36%) Adobe Experience Manager
1 3 (5.36%) CMS
1 3 (5.36%) Oracle Workflow
1 3 (5.36%) SAS
Applications
1 12 (21.43%) MS Excel
2 3 (5.36%) SPSS
Business Applications
1 8 (14.29%) Dynamics AX
2 5 (8.93%) Oracle 11i
2 5 (8.93%) Oracle Applications
2 5 (8.93%) Oracle EBS
2 5 (8.93%) Oracle EBS R12
3 1 (1.79%) Oracle Assets
3 1 (1.79%) Oracle Financials
3 1 (1.79%) Oracle Payables
3 1 (1.79%) Oracle Receivables
3 1 (1.79%) Oracle TCA
3 1 (1.79%) SAP ERP
Cloud Services
1 1 (1.79%) PaaS
1 1 (1.79%) SaaS
Communications & Networking
1 3 (5.36%) SMS
2 1 (1.79%) Firewall
2 1 (1.79%) LAN
2 1 (1.79%) TCP/IP
2 1 (1.79%) VLAN
2 1 (1.79%) VoIP
2 1 (1.79%) WAN
Database & Business Intelligence
1 12 (21.43%) Data Warehouse
2 11 (19.64%) SQL Server
3 8 (14.29%) SQL Server Reporting Services
4 7 (12.50%) RDBMS
4 7 (12.50%) Relational Database
5 6 (10.71%) SQL Server 2008
5 6 (10.71%) SQL Server Integration Services
6 5 (8.93%) BusinessObjects
6 5 (8.93%) Oracle BI Publisher
6 5 (8.93%) Oracle Reports
6 5 (8.93%) SAP BW
7 4 (7.14%) BusinessObjects Business Intelligence
7 4 (7.14%) Oracle Database
7 4 (7.14%) Oracle Database 10g
7 4 (7.14%) SAP HANA
7 4 (7.14%) SQL Server Analysis Services
8 3 (5.36%) Power BI
9 2 (3.57%) Cognos Framework Manager
9 2 (3.57%) QlikView
9 2 (3.57%) SQL Server 2012
Development Applications
1 5 (8.93%) Oracle Forms
2 4 (7.14%) Eclipse
2 4 (7.14%) Git (software)
2 4 (7.14%) Gradle
2 4 (7.14%) IntelliJ
2 4 (7.14%) Jenkins
2 4 (7.14%) JProfiler
2 4 (7.14%) JUnit
2 4 (7.14%) Maven
2 4 (7.14%) SonarQube
2 4 (7.14%) Visual Studio
3 2 (3.57%) JDeveloper
3 2 (3.57%) Team Foundation Server
4 1 (1.79%) Oracle APEX
4 1 (1.79%) SoapUI
4 1 (1.79%) Subversion
General
1 15 (26.79%) Finance
2 8 (14.29%) Manufacturing
2 8 (14.29%) Pharmaceutical
3 4 (7.14%) Retail
4 3 (5.36%) Back Office
4 3 (5.36%) Marketing
4 3 (5.36%) Publishing
5 1 (1.79%) Banking
Job Titles
1 18 (32.14%) Developer
2 16 (28.57%) Analyst
3 12 (21.43%) Architect
4 8 (14.29%) Business Analyst
5 6 (10.71%) Enterprise Architect
6 5 (8.93%) Business Intelligence Analyst
6 5 (8.93%) SAP BW Developer
6 5 (8.93%) SAP Developer
7 4 (7.14%) Junior
7 4 (7.14%) Solutions Architect
8 3 (5.36%) Data Migration Lead
8 3 (5.36%) Digital Architect
8 3 (5.36%) Digital Solutions Architect
8 3 (5.36%) Junior Analyst
8 3 (5.36%) Junior Business Analyst
9 2 (3.57%) Business Intelligence Developer
9 2 (3.57%) Data Manager
9 2 (3.57%) DBA
9 2 (3.57%) Oracle Applications DBA
9 2 (3.57%) Oracle DBA
Libraries, Frameworks & Software Standards
1 9 (16.07%) .NET
1 9 (16.07%) XML
2 8 (14.29%) jQuery
3 7 (12.50%) AngularJS
3 7 (12.50%) Backbone.js
4 5 (8.93%) Ajax
4 5 (8.93%) JSON
4 5 (8.93%) Web Services
5 4 (7.14%) Hibernate
5 4 (7.14%) Java EE
5 4 (7.14%) JPA
5 4 (7.14%) REST
5 4 (7.14%) SOAP
5 4 (7.14%) Spring
5 4 (7.14%) Spring Boot
5 4 (7.14%) Velocity
6 3 (5.36%) Ember.js
7 2 (3.57%) ASP.NET
8 1 (1.79%) CSS
8 1 (1.79%) Middleware
Miscellaneous
1 9 (16.07%) Analytical Skills
2 4 (7.14%) Mathematics
3 3 (5.36%) Mobile App
4 2 (3.57%) Data Centre
4 2 (3.57%) Data Extraction
4 2 (3.57%) Data Integration
4 2 (3.57%) Data Structures
4 2 (3.57%) Management Information System
4 2 (3.57%) Taxonomies
5 1 (1.79%) Algorithms
5 1 (1.79%) Computer Science
5 1 (1.79%) Driving Licence
5 1 (1.79%) Statistics
5 1 (1.79%) User Experience
Operating Systems
1 1 (1.79%) Android
1 1 (1.79%) Apple iOS
Processes & Methodologies
1 32 (57.14%) Business Intelligence
2 12 (21.43%) Analytics
3 11 (19.64%) ERP
3 11 (19.64%) Mentoring
4 10 (17.86%) Agile Software Development
4 10 (17.86%) ETL
5 8 (14.29%) Data Flow Diagram
5 8 (14.29%) Data Management
5 8 (14.29%) TOGAF
6 7 (12.50%) Logistics
7 6 (10.71%) Business Analysis
7 6 (10.71%) Continuous Improvement
7 6 (10.71%) Data Architecture
7 6 (10.71%) Logical Data Model
7 6 (10.71%) Physical Data Model
7 6 (10.71%) Scrum
8 5 (8.93%) BDD
8 5 (8.93%) Coaching
8 5 (8.93%) Continuous Integration
8 5 (8.93%) Migration
Programming Languages
1 23 (41.07%) SQL
2 10 (17.86%) Java
3 9 (16.07%) JavaScript
4 8 (14.29%) T-SQL
5 5 (8.93%) ABAP
5 5 (8.93%) PL/SQL
6 2 (3.57%) C#
6 2 (3.57%) PowerShell
6 2 (3.57%) R
7 1 (1.79%) PHP
7 1 (1.79%) VBA
Qualifications
1 18 (32.14%) Degree
Quality Assurance & Compliance
1 2 (3.57%) Data Quality
2 1 (1.79%) QA
2 1 (1.79%) SEPA
System Software
1 1 (1.79%) VMware Infrastructure
Vendors
1 17 (30.36%) Microsoft
2 14 (25.00%) Oracle
3 8 (14.29%) JD Edwards
4 6 (10.71%) SAP
5 4 (7.14%) Cognizant
5 4 (7.14%) Perforce
6 3 (5.36%) Adobe
6 3 (5.36%) IBM
6 3 (5.36%) Tableau
7 2 (3.57%) Cognos
8 1 (1.79%) FNZ
8 1 (1.79%) VMware
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