The first table below looks at the demand for Data Modelling skills in IT jobs advertised for the Yorkshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the Yorkshire region.

Location
3 months to
30 Jul 2014
Same period 2013 Same period 2012
Data Modeling
Rank 126 163 121
Rank change year-on-year
+37 -42
Permanent jobs citing Data Modelling 129 59 112
As % of all permanent IT jobs located in Yorkshire 1.83% 1.11% 2.02%
As % of the Processes & Methodologies category 2.27% 1.35% 2.58%
Number of salaries quoted 115 36 107
Average salary £45,000 £42,500 £37,500
Average salary % change year-on-year
+5.88% +13.33%
90% offered a salary of more than £32,500 £30,000 £32,000
10% offered a salary of more than £50,000 £50,000 £50,000
UK excluding London average salary £45,000 £45,000 £45,000
Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
5672 4376 4337
As % of all permanent IT jobs located in Yorkshire 80.32% 82.22% 78.17%
Number of salaries quoted 4425 3374 3548
Average salary £40,000 £37,500 £37,000
Average salary % change year-on-year
+6.66% +1.35%
90% offered a salary of more than £28,000 £26,000 £26,000
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
Data Modelling
England

Data Modelling
Jobs Demand Trend in Yorkshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Yorkshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Yorkshire

Data Modelling
Salary Trend in Yorkshire

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

Data Modelling Salary Trend in Yorkshire

Data Modelling
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Yorkshire region over the 3 months to 30 July 2014.

Data Modelling Salary Histogram in Yorkshire

Data Modelling
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Yorkshire region over the 3 months to 30 July 2014. 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
West Yorkshire +1 89 £45,000 +5.88% 15
North Yorkshire +3 23 £37,000 +13.84%
South Yorkshire -13 8 £47,500 -5.00%
East Yorkshire - 5 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 30 July 2014, IT jobs across the Yorkshire 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.

1 154 (62.35%) Business Intelligence
2 130 (52.63%) Data Warehouse
3 84 (34.01%) SQL
4 78 (31.58%) Finance
5 72 (29.15%) Agile Software Development
6 61 (24.70%) Microsoft
7 59 (23.89%) SQL Server
8 56 (22.67%) Data Management
9 55 (22.27%) ETL
10 52 (21.05%) ERwin
11 51 (20.65%) SQL Server Integration Services
12 50 (20.24%) T-SQL
13 49 (19.84%) SQL Server Analysis Services
14 47 (19.03%) SQL Server Reporting Services
15 41 (16.60%) Oracle
15 41 (16.60%) MS Excel
16 40 (16.19%) Business Analysis
17 38 (15.38%) Master Data Management
18 28 (11.34%) SQL Server 2008
18 28 (11.34%) OLAP
18 28 (11.34%) .NET
19 27 (10.93%) SharePoint
20 26 (10.53%) SQL Server 2005
21 25 (10.12%) Data Migration
21 25 (10.12%) Migration
22 24 (9.72%) Web Services
23 21 (8.50%) Information Management
23 21 (8.50%) Degree
23 21 (8.50%) Kimball Methodology
24 20 (8.10%) Marketing

Data Modelling
Top Related IT Skills in Yorkshire by Category

For the 6 months to 30 July 2014, IT jobs across the Yorkshire 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 27 (10.93%) SharePoint
2 4 (1.62%) Confluence
2 4 (1.62%) IBM Notes
3 3 (1.21%) SAS
4 2 (0.81%) SharePoint 2010
5 1 (0.40%) Oracle Workflow
5 1 (0.40%) OpenEdge
5 1 (0.40%) Oracle Spatial
Applications
1 41 (16.60%) MS Excel
2 14 (5.67%) Spreadsheet
2 14 (5.67%) MS Office
3 11 (4.45%) MS Visio
4 8 (3.24%) InfoPath
4 8 (3.24%) SPSS
5 7 (2.83%) MS PowerPoint
6 1 (0.40%) MS Project
Business Applications
1 3 (1.21%) Dynamics CRM
2 1 (0.40%) Cognos TM1
Communications & Networking
1 4 (1.62%) Internet
2 3 (1.21%) Intranet
Database & Business Intelligence
1 130 (52.63%) Data Warehouse
2 59 (23.89%) SQL Server
3 51 (20.65%) SQL Server Integration Services
4 49 (19.84%) SQL Server Analysis Services
5 47 (19.03%) SQL Server Reporting Services
6 28 (11.34%) SQL Server 2008
6 28 (11.34%) OLAP
7 26 (10.53%) SQL Server 2005
8 19 (7.69%) Star Schema
8 19 (7.69%) Relational Database
9 18 (7.29%) Microsoft Analysis Services
10 17 (6.88%) Oracle Database
11 15 (6.07%) Oracle OWB
12 9 (3.64%) Oracle Reports
12 9 (3.64%) Big Data
13 8 (3.24%) SQL Server 2012
14 7 (2.83%) RDBMS
15 6 (2.43%) MySQL
15 6 (2.43%) PostgreSQL
16 5 (2.02%) QlikView
Development Applications
1 52 (21.05%) ERwin
2 5 (2.02%) Oracle Forms
2 5 (2.02%) JIRA
2 5 (2.02%) Oracle APEX
3 4 (1.62%) Balsamiq Mockups
3 4 (1.62%) Visual Studio
3 4 (1.62%) TestDirector
4 3 (1.21%) Team Foundation Server
4 3 (1.21%) SQL Server Management Studio (SSMS)
5 2 (0.81%) Subversion
5 2 (0.81%) Lombardi
5 2 (0.81%) Talend Open Studio
6 1 (0.40%) WebSpeed
6 1 (0.40%) Eclipse
6 1 (0.40%) VSS/SourceSafe
General
1 78 (31.58%) Finance
2 20 (8.10%) Marketing
3 9 (3.64%) Retail
4 7 (2.83%) Banking
5 5 (2.02%) Legal
6 3 (1.21%) Retail Banking
7 2 (0.81%) Telecoms
7 2 (0.81%) Automotive
8 1 (0.40%) Manufacturing
8 1 (0.40%) Multimedia
Job Titles
1 67 (27.13%) Analyst
2 61 (24.70%) Developer
3 49 (19.84%) Data Modeller
4 45 (18.22%) Business Analyst
5 34 (13.77%) Architect
6 30 (12.15%) SQL Developer
7 23 (9.31%) Business Developer
7 23 (9.31%) Data Architect
7 23 (9.31%) SQL Server Developer
8 20 (8.10%) Senior Analyst
9 16 (6.48%) DBA
10 15 (6.07%) MI Analyst
10 15 (6.07%) Business Objects Developer
11 14 (5.67%) Business Intelligence Developer
12 13 (5.26%) Senior Developer
12 13 (5.26%) Data Analyst
13 10 (4.05%) SQL DBA
13 10 (4.05%) Senior Data Analyst
13 10 (4.05%) Senior Business Analyst
14 9 (3.64%) Development DBA
Libraries, Frameworks & Software Standards
1 28 (11.34%) .NET
2 24 (9.72%) Web Services
3 19 (7.69%) XML
4 11 (4.45%) MDX
5 9 (3.64%) HTML
6 8 (3.24%) CSS
6 8 (3.24%) Middleware
7 5 (2.02%) XSLT
8 4 (1.62%) HTML5
8 4 (1.62%) Ajax
8 4 (1.62%) jQuery
8 4 (1.62%) .NET Framework
8 4 (1.62%) EDI
9 3 (1.21%) WSDL
9 3 (1.21%) SOAP
10 2 (0.81%) ASP.NET MVC
10 2 (0.81%) ASP.NET
11 1 (0.40%) SAP XI
Miscellaneous
1 16 (6.48%) Management Information System
2 10 (4.05%) Data Integration
3 6 (2.43%) Social Media
3 6 (2.43%) Mathematics
4 4 (1.62%) Visualisation
5 3 (1.21%) W3C
5 3 (1.21%) N-Tier
5 3 (1.21%) TRADACOMS
6 2 (0.81%) VLE
6 2 (0.81%) Data Extraction
6 2 (0.81%) Psychology
7 1 (0.40%) GIS
7 1 (0.40%) Client/Server
7 1 (0.40%) Computer Science
7 1 (0.40%) FMCG
7 1 (0.40%) Replication
7 1 (0.40%) Enterprise Software
Operating Systems
1 3 (1.21%) UNIX
2 1 (0.40%) Windows
2 1 (0.40%) AIX
2 1 (0.40%) Linux
Processes & Methodologies
1 154 (62.35%) Business Intelligence
2 72 (29.15%) Agile Software Development
3 56 (22.67%) Data Management
4 55 (22.27%) ETL
5 40 (16.19%) Business Analysis
6 38 (15.38%) Master Data Management
7 25 (10.12%) Data Migration
7 25 (10.12%) Migration
8 21 (8.50%) Information Management
8 21 (8.50%) Kimball Methodology
9 20 (8.10%) Data Analysis
9 20 (8.10%) Project Management
10 19 (7.69%) Data Mapping
11 18 (7.29%) CRM
11 18 (7.29%) UML
12 16 (6.48%) Inmon Methodology
13 15 (6.07%) Data Architecture
14 13 (5.26%) Workflow
14 13 (5.26%) Analytics
15 12 (4.86%) Requirements Analysis
Programming Languages
1 84 (34.01%) SQL
2 50 (20.24%) T-SQL
3 12 (4.86%) JavaScript
4 7 (2.83%) VB
4 7 (2.83%) C#
4 7 (2.83%) PL/SQL
5 3 (1.21%) Java
6 2 (0.81%) R
6 2 (0.81%) XPath
6 2 (0.81%) Perl
6 2 (0.81%) VBA
7 1 (0.40%) Progress 4GL
7 1 (0.40%) SAS Macro
Qualifications
1 21 (8.50%) Degree
2 18 (7.29%) MCAD
2 18 (7.29%) Microsoft Certification
3 9 (3.64%) Security Cleared
4 5 (2.02%) HND
5 4 (1.62%) ISEB
5 4 (1.62%) OCP
5 4 (1.62%) Oracle Certification
6 1 (0.40%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 9 (3.64%) QA
1 9 (3.64%) Data Quality
2 4 (1.62%) Basel II
3 2 (0.81%) CRD IV
3 2 (0.81%) SLA
System Software
1 1 (0.40%) Active Directory
Systems Management
1 5 (2.02%) Oracle EDQ
2 2 (0.81%) Forefront Identity Manager
Vendors
1 61 (24.70%) Microsoft
2 41 (16.60%) Oracle
3 18 (7.29%) Business Objects
4 6 (2.43%) Minitab
5 4 (1.62%) Informatica
5 4 (1.62%) Lotus
6 3 (1.21%) Siebel
6 3 (1.21%) SAP
6 3 (1.21%) DataFlux
6 3 (1.21%) Datanomic
7 2 (0.81%) Talend
7 2 (0.81%) CA
8 1 (0.40%) EMC
8 1 (0.40%) Citrix
8 1 (0.40%) IBM
8 1 (0.40%) Progress
8 1 (0.40%) Cognos
8 1 (0.40%) Blackboard
8 1 (0.40%) Guidewire
8 1 (0.40%) Tableau
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