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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 87 114 162
Rank change year-on-year
+27 +48
Permanent jobs citing Data Modelling 90 56 34
As % of all permanent IT jobs located in the East Midlands 2.83% 1.79% 0.96%
As % of the Processes & Methodologies category 3.25% 2.11% 1.10%
Number of salaries quoted 67 45 24
Average salary £51,000 £50,000 £55,000
Average salary % change year-on-year
+2.00% -9.09%
90% offered a salary of more than £40,000 £37,900 £42,500
10% offered a salary of more than £65,000 £52,500 £60,000
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
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
2765 2659 3092
As % of all permanent IT jobs located in the East Midlands 87.03% 84.84% 87.72%
Number of salaries quoted 2101 2187 2514
Average salary £42,000 £40,000 £40,000
Average salary % change year-on-year
+5.00% -
90% offered a salary of more than £27,500 £28,000 £28,000
10% offered a salary of more than £60,000 £57,500 £57,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in the East Midlands

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the East Midlands region as a proportion of the total demand within 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 5 February 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 average salaries quoted in IT jobs citing Data Modelling within the East Midlands region over the 3 months to 5 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire +7 32 £50,000 +11.11% 3
Nottinghamshire +22 30 £47,500 +16.25% 5
Derbyshire +4 10 £54,000 -1.81%
Lincolnshire -11 3 £37,500 -25.00%
Leicestershire - 2 £43,750 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East Midlands

For the 6 months to 5 February 2016, IT jobs across the East Midlands region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 63 (45.65%) Business Intelligence
2 55 (39.86%) SQL
3 50 (36.23%) Data Warehouse
4 45 (32.61%) SQL Server
5 42 (30.43%) ETL
5 42 (30.43%) Degree
6 34 (24.64%) SAP
7 33 (23.91%) Analytical Skills
8 31 (22.46%) Data Quality
9 29 (21.01%) Finance
10 27 (19.57%) Microsoft
11 26 (18.84%) SQL Server Integration Services
11 26 (18.84%) SQL Server Reporting Services
12 25 (18.12%) MS Excel
13 24 (17.39%) BusinessObjects
14 22 (15.94%) Agile Software Development
15 20 (14.49%) Data Management
15 20 (14.49%) Analytics
16 18 (13.04%) SAP HANA
16 18 (13.04%) SAP BW
17 17 (12.32%) SAP BI
17 17 (12.32%) Marketing
18 15 (10.87%) Visualisation
18 15 (10.87%) Data Governance
18 15 (10.87%) Logical Data Model
19 14 (10.14%) Relational Database
19 14 (10.14%) Data Visualisation
19 14 (10.14%) Big Data
19 14 (10.14%) SQL Server 2008
19 14 (10.14%) Dimensional Modelling

Data Modelling
Top Related IT Skills in the East Midlands by Category

For the 6 months to 5 February 2016, IT jobs across the East Midlands region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 14 (10.14%) SAS
2 5 (3.62%) NetWeaver
3 4 (2.90%) CICS
3 4 (2.90%) Oracle Workflow
4 3 (2.17%) SharePoint
5 1 (0.72%) ArcGIS
5 1 (0.72%) SharePoint Server
5 1 (0.72%) WebLogic
Applications
1 25 (18.12%) MS Excel
2 7 (5.07%) SPSS
3 3 (2.17%) PowerPivot
Business Applications
1 5 (3.62%) Oracle Assets
1 5 (3.62%) Oracle EBS R12
1 5 (3.62%) Oracle General Ledger
1 5 (3.62%) Oracle Payables
1 5 (3.62%) Oracle Receivables
2 4 (2.90%) Oracle 11i
2 4 (2.90%) Oracle Applications
2 4 (2.90%) Oracle EBS
2 4 (2.90%) Oracle Financials
2 4 (2.90%) Oracle TCA
3 1 (0.72%) Hyperion Planning
3 1 (0.72%) Maximo
3 1 (0.72%) Oracle ERP
Cloud Services
1 4 (2.90%) Cloud Computing
1 4 (2.90%) Google Apps
1 4 (2.90%) Google Cloud Platform
2 1 (0.72%) AdWords
2 1 (0.72%) Microsoft Azure
Communications & Networking
1 2 (1.45%) Internet
1 2 (1.45%) Network Security
2 1 (0.72%) SMS
Database & Business Intelligence
1 50 (36.23%) Data Warehouse
2 45 (32.61%) SQL Server
3 26 (18.84%) SQL Server Integration Services
3 26 (18.84%) SQL Server Reporting Services
4 24 (17.39%) BusinessObjects
5 18 (13.04%) SAP BW
5 18 (13.04%) SAP HANA
6 17 (12.32%) SAP BI
7 14 (10.14%) Big Data
7 14 (10.14%) Relational Database
7 14 (10.14%) SQL Server 2008
8 12 (8.70%) Data Mining
8 12 (8.70%) SQL Server Analysis Services
9 10 (7.25%) Enterprise Data Warehouse
9 10 (7.25%) Hadoop
10 7 (5.07%) DB2
11 6 (4.35%) Oracle Reports
12 5 (3.62%) Oracle BI Publisher
12 5 (3.62%) Oracle Discoverer
12 5 (3.62%) QlikView
Development Applications
1 4 (2.90%) ERwin
1 4 (2.90%) Oracle APEX
1 4 (2.90%) Oracle Forms
2 3 (2.17%) Team Foundation Server
3 2 (1.45%) Talend Open Studio
General
1 29 (21.01%) Finance
2 17 (12.32%) Marketing
3 12 (8.70%) Retail
4 3 (2.17%) Back Office
4 3 (2.17%) Banking
5 2 (1.45%) Retail Banking
6 1 (0.72%) Manufacturing
6 1 (0.72%) Pharmaceutical
Job Titles
1 45 (32.61%) Developer
2 24 (17.39%) Analyst
2 24 (17.39%) Architect
3 17 (12.32%) Business Developer
3 17 (12.32%) Business Intelligence Developer
4 13 (9.42%) DBA
4 13 (9.42%) Senior Developer
5 12 (8.70%) Consultant
6 10 (7.25%) Systems Analyst
7 9 (6.52%) Business Objects Developer
7 9 (6.52%) Data Analyst
7 9 (6.52%) SAP Developer
8 8 (5.80%) Business Intelligence Architect
8 8 (5.80%) Development Analyst
8 8 (5.80%) Information Security Consultant
8 8 (5.80%) Software Analyst
8 8 (5.80%) Software Development Analyst
8 8 (5.80%) SQL DBA
8 8 (5.80%) SQL Developer
8 8 (5.80%) Systems Development Analyst
Libraries, Frameworks & Software Standards
1 8 (5.80%) .NET
2 6 (4.35%) HTML
2 6 (4.35%) XML
3 5 (3.62%) Web Services
4 3 (2.17%) ASP.NET
4 3 (2.17%) WCF
5 2 (1.45%) Ajax
5 2 (1.45%) ASP.NET Web API
5 2 (1.45%) CSS
5 2 (1.45%) jQuery
5 2 (1.45%) REST
6 1 (0.72%) ASP.NET MVC
6 1 (0.72%) JSON
6 1 (0.72%) Kendo UI
6 1 (0.72%) Natural Language Processing
6 1 (0.72%) SAP Basis
6 1 (0.72%) SAP PI
6 1 (0.72%) Twitter Bootstrap
6 1 (0.72%) XSLT
Miscellaneous
1 33 (23.91%) Analytical Skills
2 15 (10.87%) Visualisation
3 13 (9.42%) Data Integration
4 11 (7.97%) Replication
5 10 (7.25%) Computer Science
6 9 (6.52%) Data Structures
6 9 (6.52%) Management Information System
7 8 (5.80%) FMCG
7 8 (5.80%) Mathematics
7 8 (5.80%) Statistics
8 6 (4.35%) Mainframe
8 6 (4.35%) VSAM
9 4 (2.90%) Performance Metrics
10 3 (2.17%) IBM Mainframe
10 3 (2.17%) User Experience
11 2 (1.45%) Algorithms
11 2 (1.45%) Credit Risk
12 1 (0.72%) Digital Media
12 1 (0.72%) Economics
12 1 (0.72%) Physics
Operating Systems
1 4 (2.90%) zOS
Processes & Methodologies
1 63 (45.65%) Business Intelligence
2 42 (30.43%) ETL
3 22 (15.94%) Agile Software Development
4 20 (14.49%) Analytics
4 20 (14.49%) Data Management
5 15 (10.87%) Data Governance
5 15 (10.87%) Logical Data Model
6 14 (10.14%) Data Visualisation
6 14 (10.14%) Dimensional Modelling
6 14 (10.14%) Migration
7 12 (8.70%) Change Management
7 12 (8.70%) Data Analysis
7 12 (8.70%) Mentoring
8 11 (7.97%) Data Migration
8 11 (7.97%) Enterprise Architecture
8 11 (7.97%) Risk Management
9 10 (7.25%) Data Architecture
9 10 (7.25%) Information Security
9 10 (7.25%) Information Security Management
9 10 (7.25%) Security Management
Programming Languages
1 55 (39.86%) SQL
2 14 (10.14%) T-SQL
3 9 (6.52%) ABAP
4 8 (5.80%) C#
5 7 (5.07%) R
6 6 (4.35%) COBOL
7 5 (3.62%) Java
7 5 (3.62%) JavaScript
7 5 (3.62%) PL/SQL
7 5 (3.62%) VBA
8 4 (2.90%) Google Apps Script
9 2 (1.45%) C
10 1 (0.72%) C++
10 1 (0.72%) Data Analysis Expressions (DAX)
10 1 (0.72%) MATLAB
10 1 (0.72%) PHP
10 1 (0.72%) Python
Qualifications
1 42 (30.43%) Degree
2 10 (7.25%) CISA
2 10 (7.25%) CISM
2 10 (7.25%) CISSP
2 10 (7.25%) CRISC
2 10 (7.25%) ISEB
3 8 (5.80%) Microsoft Certification
4 4 (2.90%) (ISC)2 CCSP
4 4 (2.90%) Cisco Certification
4 4 (2.90%) ISSAP
4 4 (2.90%) ISSEP
4 4 (2.90%) SANS
5 2 (1.45%) ECIH
Quality Assurance & Compliance
1 31 (22.46%) Data Quality
2 4 (2.90%) QA
2 4 (2.90%) SEPA
3 3 (2.17%) COBIT
3 3 (2.17%) ISO/IEC 27001
3 3 (2.17%) PCI DSS
4 1 (0.72%) Sarbanes-Oxley
Vendors
1 34 (24.64%) SAP
2 27 (19.57%) Microsoft
3 12 (8.70%) Informatica
3 12 (8.70%) Oracle
4 9 (6.52%) Tableau
5 8 (5.80%) IBM
5 8 (5.80%) Trillium
6 6 (4.35%) Casewise
7 4 (2.90%) Ab Initio
7 4 (2.90%) Google
8 3 (2.17%) Teradata
8 3 (2.17%) TIBCO
9 2 (1.45%) Embarcadero
9 2 (1.45%) Talend
10 1 (0.72%) Alteryx
10 1 (0.72%) Cognos
10 1 (0.72%) HP
10 1 (0.72%) Hyperion
10 1 (0.72%) MicroStrategy
10 1 (0.72%) Sony
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Salary: £45000.00 - £60000.00 per annum
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Salary: £40000 - £41000 per annum
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