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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / East Midlands
Rank 112 91 109
Rank change year-on-year
-21 +18
Permanent jobs citing Data Modelling 49 74 57
As % of all permanent IT jobs located in the East Midlands 1.69% 2.38% 1.80%
As % of the Processes & Methodologies category 1.94% 2.72% 2.08%
Number of salaries quoted 38 55 52
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 £44,317 £44,000 £29,350
10% offered a salary of more than £77,500 £65,000 £52,500
UK excluding London median salary £47,500 £47,500 £47,500

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
2528 2724 2742
As % of all permanent IT jobs located in the East Midlands 87.29% 87.70% 86.36%
Number of salaries quoted 2022 2090 2229
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £57,500 £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 27 February 2017.

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 27 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
Northamptonshire +16 25 £50,000 -4.76% 7
Nottinghamshire -21 13 £50,000 -2.43% 4
Leicestershire -3 6 £45,908 +41.25% 2
Derbyshire +9 4 £75,000 +38.88% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East Midlands

For the 6 months to 27 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 East Midlands region with a requirement for Data Modelling.

1 41 (51.25%) Business Intelligence
2 35 (43.75%) SQL
3 29 (36.25%) Agile Software Development
4 24 (30.00%) Data Warehouse
5 23 (28.75%) Microsoft
6 20 (25.00%) SQL Server
7 18 (22.50%) Degree
7 18 (22.50%) Data Architecture
8 17 (21.25%) SQL Server Reporting Services
8 17 (21.25%) T-SQL
9 16 (20.00%) Oracle
9 16 (20.00%) Finance
10 15 (18.75%) Manufacturing
10 15 (18.75%) ERP
10 15 (18.75%) SQL Server Analysis Services
11 14 (17.50%) SQL Server Integration Services
11 14 (17.50%) MS Excel
12 13 (16.25%) Migration
12 13 (16.25%) Data Management
12 13 (16.25%) Analytics
13 12 (15.00%) Data Flow Diagram
14 11 (13.75%) Scrum
14 11 (13.75%) ETL
14 11 (13.75%) JD Edwards
14 11 (13.75%) Pharmaceutical
14 11 (13.75%) XML
14 11 (13.75%) Data Quality
14 11 (13.75%) Analytical Skills
14 11 (13.75%) Data Structures
14 11 (13.75%) Dynamics AX

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 6 (7.50%) Oracle Workflow
2 5 (6.25%) Oracle SOA Suite
2 5 (6.25%) SAS
3 4 (5.00%) CMS
3 4 (5.00%) WebLogic
4 2 (2.50%) Adobe Experience Manager
4 2 (2.50%) SharePoint
4 2 (2.50%) Skype for Business
Applications
1 14 (17.50%) MS Excel
2 3 (3.75%) SPSS
3 2 (2.50%) MS Office
3 2 (2.50%) MS Visio
Business Applications
1 11 (13.75%) Dynamics AX
2 5 (6.25%) Oracle EBS
3 4 (5.00%) Oracle 11i
3 4 (5.00%) Oracle Applications
3 4 (5.00%) Oracle BPM
3 4 (5.00%) Oracle EBS R12
4 1 (1.25%) Salesforce.com CRM
Cloud Services
1 3 (3.75%) Force.com
2 2 (2.50%) Office 365
2 2 (2.50%) SaaS
Communications & Networking
1 3 (3.75%) LAN
1 3 (3.75%) WAN
2 2 (2.50%) Skype
2 2 (2.50%) SMS
2 2 (2.50%) VoIP
3 1 (1.25%) Firewall
3 1 (1.25%) TCP/IP
3 1 (1.25%) VLAN
Database & Business Intelligence
1 24 (30.00%) Data Warehouse
2 20 (25.00%) SQL Server
3 17 (21.25%) SQL Server Reporting Services
4 15 (18.75%) SQL Server Analysis Services
5 14 (17.50%) SQL Server Integration Services
6 10 (12.50%) Power BI
7 9 (11.25%) Big Data
8 6 (7.50%) SQL Server 2016
9 5 (6.25%) RDBMS
9 5 (6.25%) Relational Database
9 5 (6.25%) SQL Server 2008
10 4 (5.00%) Oracle BI Publisher
10 4 (5.00%) Oracle Database
10 4 (5.00%) Oracle Database 10g
10 4 (5.00%) Oracle Reports
10 4 (5.00%) PowerCenter
11 3 (3.75%) QlikView
12 2 (2.50%) BusinessObjects
12 2 (2.50%) BusinessObjects Business Intelligence
12 2 (2.50%) SAP BW
Development Applications
1 7 (8.75%) Eclipse
2 4 (5.00%) Git (software)
2 4 (5.00%) Gradle
2 4 (5.00%) IntelliJ
2 4 (5.00%) Jenkins
2 4 (5.00%) JProfiler
2 4 (5.00%) JUnit
2 4 (5.00%) Maven
2 4 (5.00%) Oracle Forms
2 4 (5.00%) SonarQube
3 3 (3.75%) Ant
4 2 (2.50%) JDeveloper
4 2 (2.50%) Octopus Deploy
4 2 (2.50%) Ranorex
4 2 (2.50%) Rational Rose
4 2 (2.50%) TeamCity
5 1 (1.25%) Subversion
5 1 (1.25%) Visual Studio
General
1 16 (20.00%) Finance
2 15 (18.75%) Manufacturing
3 11 (13.75%) Pharmaceutical
4 7 (8.75%) Legal
5 6 (7.50%) Retail
6 4 (5.00%) Marketing
7 2 (2.50%) Billing
7 2 (2.50%) Telecoms
8 1 (1.25%) Advertising
8 1 (1.25%) Banking
8 1 (1.25%) Publishing
Job Titles
1 27 (33.75%) Developer
2 21 (26.25%) Architect
3 18 (22.50%) Analyst
4 13 (16.25%) Business Analyst
5 12 (15.00%) Data Warehouse Developer
6 7 (8.75%) Enterprise Architect
7 6 (7.50%) Data Architect
7 6 (7.50%) Data Migration Lead
8 5 (6.25%) Enterprise Data Architect
8 5 (6.25%) Senior Developer
9 4 (5.00%) BPM Consultant
9 4 (5.00%) Business Intelligence Manager
9 4 (5.00%) Consultant
9 4 (5.00%) Oracle Architect
9 4 (5.00%) Oracle Consultant
9 4 (5.00%) Solutions Architect
10 3 (3.75%) CRM Architect
10 3 (3.75%) Junior
10 3 (3.75%) Junior Business Analyst
10 3 (3.75%) Team Leader
Libraries, Frameworks & Software Standards
1 11 (13.75%) XML
2 10 (12.50%) jQuery
2 10 (12.50%) Web Services
3 9 (11.25%) .NET
3 9 (11.25%) REST
3 9 (11.25%) SOAP
4 6 (7.50%) AngularJS
4 6 (7.50%) Backbone.js
5 5 (6.25%) JSON
6 4 (5.00%) Ajax
6 4 (5.00%) Hibernate
6 4 (5.00%) Java EE
6 4 (5.00%) JPA
6 4 (5.00%) Spring
6 4 (5.00%) Spring Boot
6 4 (5.00%) Velocity
6 4 (5.00%) Visualforce
6 4 (5.00%) WebCenter
7 3 (3.75%) D3.js
8 2 (2.50%) Ember.js
Miscellaneous
1 11 (13.75%) Analytical Skills
1 11 (13.75%) Data Structures
2 4 (5.00%) Management Information System
2 4 (5.00%) Taxonomies
3 2 (2.50%) Computer Science
3 2 (2.50%) Enterprise Software
3 2 (2.50%) Mobile App
3 2 (2.50%) N-Tier
4 1 (1.25%) Data Centre
4 1 (1.25%) Driving Licence
Operating Systems
1 1 (1.25%) Windows
1 1 (1.25%) Windows Server
Processes & Methodologies
1 41 (51.25%) Business Intelligence
2 29 (36.25%) Agile Software Development
3 18 (22.50%) Data Architecture
4 15 (18.75%) ERP
5 13 (16.25%) Analytics
5 13 (16.25%) Data Management
5 13 (16.25%) Migration
6 12 (15.00%) Data Flow Diagram
7 11 (13.75%) Data Migration
7 11 (13.75%) ETL
7 11 (13.75%) Logistics
7 11 (13.75%) Scrum
8 10 (12.50%) Data Analysis
9 8 (10.00%) Continuous Improvement
9 8 (10.00%) CRM
9 8 (10.00%) Data Integration
9 8 (10.00%) Mentoring
9 8 (10.00%) OO
9 8 (10.00%) Use Case
9 8 (10.00%) Workflow
Programming Languages
1 35 (43.75%) SQL
2 17 (21.25%) T-SQL
3 10 (12.50%) Java
3 10 (12.50%) JavaScript
4 6 (7.50%) PowerShell
5 5 (6.25%) PL/SQL
6 4 (5.00%) Apex Code
6 4 (5.00%) SOQL
7 2 (2.50%) ABAP
7 2 (2.50%) R
8 1 (1.25%) C#
Qualifications
1 18 (22.50%) Degree
Quality Assurance & Compliance
1 11 (13.75%) Data Quality
System Software
1 2 (2.50%) Active Directory
2 1 (1.25%) VMware Infrastructure
Vendors
1 23 (28.75%) Microsoft
2 16 (20.00%) Oracle
3 11 (13.75%) JD Edwards
4 4 (5.00%) Cognizant
4 4 (5.00%) Informatica
4 4 (5.00%) Perforce
4 4 (5.00%) Salesforce.com
4 4 (5.00%) SAP
5 2 (2.50%) Adobe
5 2 (2.50%) IBM
5 2 (2.50%) Tableau
6 1 (1.25%) FNZ
6 1 (1.25%) VMware
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