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 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 130 125 126
Rank change year-on-year
-5 +1
Permanent jobs citing Data Modelling 46 59 63
As % of all permanent IT jobs located in the East Midlands 1.42% 1.58% 1.65%
As % of the Processes & Methodologies category 1.63% 1.82% 1.93%
Number of salaries quoted 24 45 59
Median salary £53,750 £47,500 £40,000
Median salary % change year-on-year
+13.15% +18.75%
90% offered a salary of more than £40,000 £35,000 £32,500
10% offered a salary of more than £80,000 £57,500 £50,500
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
2829 3241 3269
As % of all permanent IT jobs located in the East Midlands 87.40% 86.52% 85.80%
Number of salaries quoted 2280 2708 2709
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £27,500 £28,500
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 June 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 26 June 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 +13 16 £80,000 +64.10%
Nottinghamshire -6 10 £55,000 +15.78% 1
Derbyshire +9 5 £42,500 +6.25%
Leicestershire +9 3 £40,000 -8.57%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East Midlands

For the 6 months to 26 June 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 84 (70.59%) Business Intelligence
2 46 (38.66%) SQL
3 43 (36.13%) Data Warehouse
4 40 (33.61%) SAP
5 38 (31.93%) SQL Server
6 34 (28.57%) SAP BI
7 32 (26.89%) SAP HANA
8 31 (26.05%) BusinessObjects
9 29 (24.37%) ABAP
10 28 (23.53%) SAP BW
11 25 (21.01%) ETL
12 24 (20.17%) Retail
13 22 (18.49%) Microsoft
13 22 (18.49%) Analytics
14 21 (17.65%) SQL Server Reporting Services
14 21 (17.65%) SQL Server Integration Services
14 21 (17.65%) Stakeholder Management
15 20 (16.81%) Agile Software Development
15 20 (16.81%) Degree
16 18 (15.13%) Management Information System
16 18 (15.13%) MS Excel
17 17 (14.29%) Data Structures
18 16 (13.45%) Data Management
18 16 (13.45%) Data Architecture
19 15 (12.61%) Data Migration
19 15 (12.61%) Migration
20 14 (11.76%) Data Analytics
20 14 (11.76%) Taxonomies
20 14 (11.76%) SQL Server Analysis Services
21 13 (10.92%) Master Data Management

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 (5.04%) NetWeaver
1 6 (5.04%) SAS
2 4 (3.36%) Oracle Workflow
3 1 (0.84%) SharePoint
3 1 (0.84%) SharePoint Server
3 1 (0.84%) WebLogic
Applications
1 18 (15.13%) MS Excel
2 2 (1.68%) SPSS
3 1 (0.84%) MS Office
3 1 (0.84%) MS Visio
Business Applications
1 5 (4.20%) Oracle Assets
1 5 (4.20%) Oracle EBS R12
1 5 (4.20%) Oracle Payables
1 5 (4.20%) Oracle Receivables
2 4 (3.36%) Oracle 11i
2 4 (3.36%) Oracle Applications
2 4 (3.36%) Oracle EBS
2 4 (3.36%) Oracle Financials
2 4 (3.36%) Oracle TCA
3 1 (0.84%) Dynamics AX
3 1 (0.84%) Hyperion Planning
3 1 (0.84%) Oracle ERP
3 1 (0.84%) Oracle General Ledger
Cloud Services
1 1 (0.84%) Cloud Computing
1 1 (0.84%) Google Analytics
Communications & Networking
1 2 (1.68%) Internet
2 1 (0.84%) GPRS
2 1 (0.84%) GSM
2 1 (0.84%) HTTP
2 1 (0.84%) Network Security
Database & Business Intelligence
1 43 (36.13%) Data Warehouse
2 38 (31.93%) SQL Server
3 34 (28.57%) SAP BI
4 32 (26.89%) SAP HANA
5 31 (26.05%) BusinessObjects
6 28 (23.53%) SAP BW
7 21 (17.65%) SQL Server Integration Services
7 21 (17.65%) SQL Server Reporting Services
8 14 (11.76%) SQL Server Analysis Services
9 10 (8.40%) Data Mining
10 9 (7.56%) SQL Server 2008
11 7 (5.88%) Relational Database
12 5 (4.20%) Big Data
12 5 (4.20%) Oracle BI Publisher
12 5 (4.20%) Oracle Discoverer
12 5 (4.20%) Oracle Reports
13 4 (3.36%) Enterprise Data Warehouse
13 4 (3.36%) SQL Server 2014
14 3 (2.52%) QlikView
14 3 (2.52%) RDBMS
Development Applications
1 4 (3.36%) Oracle APEX
1 4 (3.36%) Oracle Forms
2 2 (1.68%) Visual Studio
3 1 (0.84%) Octopus Deploy
3 1 (0.84%) Ranorex
3 1 (0.84%) Team Foundation Server
3 1 (0.84%) TeamCity
General
1 24 (20.17%) Retail
2 13 (10.92%) Finance
3 5 (4.20%) Marketing
4 2 (1.68%) Manufacturing
4 2 (1.68%) Publishing
5 1 (0.84%) Banking
5 1 (0.84%) Games
5 1 (0.84%) Pharmaceutical
5 1 (0.84%) Telecoms
Job Titles
1 33 (27.73%) Architect
2 31 (26.05%) Developer
3 18 (15.13%) Consultant
4 16 (13.45%) Business Intelligence Architect
4 16 (13.45%) Data Architect
5 15 (12.61%) Analyst
5 15 (12.61%) Business Intelligence Consultant
6 14 (11.76%) SAP Architect
6 14 (11.76%) SAP BI Consultant
6 14 (11.76%) SAP BW Consultant
6 14 (11.76%) SAP Consultant
6 14 (11.76%) SAP HANA Consultant
7 13 (10.92%) SAP BI Architect
8 11 (9.24%) Business Intelligence Developer
9 10 (8.40%) Business Developer
9 10 (8.40%) Business Intelligence Lead
10 9 (7.56%) Data Migration Lead
11 8 (6.72%) Data Warehouse Developer
11 8 (6.72%) SQL Developer
12 6 (5.04%) Business Analyst
Libraries, Frameworks & Software Standards
1 13 (10.92%) .NET
2 7 (5.88%) HTML
3 6 (5.04%) XML
4 4 (3.36%) ASP.NET
5 3 (2.52%) AngularJS
6 2 (1.68%) Ajax
6 2 (1.68%) ASP.NET Web API
6 2 (1.68%) CSS
6 2 (1.68%) jQuery
6 2 (1.68%) Kendo UI
6 2 (1.68%) REST
6 2 (1.68%) Twitter Bootstrap
6 2 (1.68%) WCF
6 2 (1.68%) Web Services
6 2 (1.68%) XSLT
7 1 (0.84%) .NET Framework
7 1 (0.84%) ASP.NET MVC
7 1 (0.84%) Backbone.js
7 1 (0.84%) Natural Language Processing
7 1 (0.84%) Node.js
Miscellaneous
1 18 (15.13%) Management Information System
2 17 (14.29%) Data Structures
3 14 (11.76%) Taxonomies
4 8 (6.72%) Analytical Skills
5 6 (5.04%) User Experience
5 6 (5.04%) Visualisation
6 4 (3.36%) Replication
7 3 (2.52%) Data Integration
7 3 (2.52%) FMCG
7 3 (2.52%) Mathematics
8 1 (0.84%) Algorithms
8 1 (0.84%) CAN bus
8 1 (0.84%) Computer Science
8 1 (0.84%) Fintech
8 1 (0.84%) iPhone
8 1 (0.84%) Life Science
8 1 (0.84%) Mobile App
8 1 (0.84%) Physics
8 1 (0.84%) Statistics
8 1 (0.84%) Telematics
Operating Systems
1 2 (1.68%) Linux
2 1 (0.84%) Android
2 1 (0.84%) Windows
2 1 (0.84%) Windows Mobile
Processes & Methodologies
1 84 (70.59%) Business Intelligence
2 25 (21.01%) ETL
3 22 (18.49%) Analytics
4 21 (17.65%) Stakeholder Management
5 20 (16.81%) Agile Software Development
6 16 (13.45%) Data Architecture
6 16 (13.45%) Data Management
7 15 (12.61%) Data Migration
7 15 (12.61%) Migration
8 14 (11.76%) Data Analytics
9 13 (10.92%) Information Management
9 13 (10.92%) Master Data Management
9 13 (10.92%) SDLC
10 11 (9.24%) Scrum
11 10 (8.40%) Translating Business Requirements
12 9 (7.56%) Data Governance
13 7 (5.88%) ERP
13 7 (5.88%) Logical Data Model
13 7 (5.88%) MVC
13 7 (5.88%) Project Management
Programming Languages
1 46 (38.66%) SQL
2 29 (24.37%) ABAP
3 10 (8.40%) C#
3 10 (8.40%) T-SQL
4 9 (7.56%) PL/SQL
5 5 (4.20%) Java
6 3 (2.52%) JavaScript
7 2 (1.68%) PHP
7 2 (1.68%) Python
8 1 (0.84%) Data Analysis Expressions (DAX)
8 1 (0.84%) MATLAB
8 1 (0.84%) R
8 1 (0.84%) Ruby
8 1 (0.84%) VB.NET
Qualifications
1 20 (16.81%) Degree
2 6 (5.04%) Microsoft Certification
3 4 (3.36%) ISEB
4 3 (2.52%) CISA
4 3 (2.52%) CISM
4 3 (2.52%) CISSP
4 3 (2.52%) CRISC
5 2 (1.68%) CBAP
6 1 (0.84%) (ISC)2 CCSP
6 1 (0.84%) Cisco Certification
6 1 (0.84%) ECIH
6 1 (0.84%) ISSAP
6 1 (0.84%) ISSEP
6 1 (0.84%) SANS
Quality Assurance & Compliance
1 9 (7.56%) Data Quality
2 5 (4.20%) QA
3 4 (3.36%) SEPA
4 3 (2.52%) COBIT
5 2 (1.68%) ISO/IEC 27001
6 1 (0.84%) ISO 9001
6 1 (0.84%) ISO/IEC 20000
6 1 (0.84%) PCI DSS
6 1 (0.84%) TickIT
Vendors
1 40 (33.61%) SAP
2 22 (18.49%) Microsoft
3 7 (5.88%) Oracle
3 7 (5.88%) Tableau
4 6 (5.04%) Informatica
5 3 (2.52%) Cognos
6 2 (1.68%) IBM
6 2 (1.68%) Telerik
7 1 (0.84%) Ab Initio
7 1 (0.84%) Alteryx
7 1 (0.84%) Google
7 1 (0.84%) Hyperion
7 1 (0.84%) JD Edwards
7 1 (0.84%) MicroStrategy