The table below looks at the statistics 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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 115 134 154
Rank change year-on-year
+19 +20
Permanent jobs citing Data Modelling 138 125 65
As % of all permanent IT jobs located in Yorkshire 2.06% 1.74% 1.23%
As % of the Processes & Methodologies category 2.32% 2.11% 1.44%
Number of salaries quoted 121 110 50
Average salary £50,000 £45,000 £41,250
Average salary % change year-on-year
+11.11% +9.09%
90% offered a salary of more than £40,000 £33,850 £30,000
10% offered a salary of more than £65,000 £55,500 £50,000
UK excluding London average salary £48,500 £45,000 £45,000
% change year-on-year
+7.77% -
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
5958 5926 4515
As % of all permanent IT jobs located in Yorkshire 88.73% 82.53% 85.27%
Number of salaries quoted 4892 4591 3531
Average salary £42,500 £40,000 £37,500
Average salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £27,500 £27,000
10% offered a salary of more than £60,000 £57,000 £55,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 28 August 2015.

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 28 August 2015. 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 +4 94 £50,000 +11.11% 8
North Yorkshire -4 16 £42,500 +6.25%
East Yorkshire +6 8 £50,000 -
South Yorkshire +3 4 £50,000 +5.26% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 28 August 2015, 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.

1 131 (53.04%) SQL
2 97 (39.27%) SQL Server
3 89 (36.03%) Microsoft
4 84 (34.01%) Agile Software Development
5 80 (32.39%) Business Intelligence
6 79 (31.98%) SQL Server Integration Services
7 74 (29.96%) Finance
8 65 (26.32%) T-SQL
9 57 (23.08%) MS Excel
10 55 (22.27%) SQL Server Reporting Services
11 52 (21.05%) SQL Server Analysis Services
12 51 (20.65%) ETL
13 49 (19.84%) Data Warehouse
13 49 (19.84%) Data Quality
14 44 (17.81%) Business Analysis
15 43 (17.41%) Data Mining
16 42 (17.00%) CRM
17 41 (16.60%) Oracle
18 40 (16.19%) Analytical Skills
19 37 (14.98%) Logical Data Model
20 33 (13.36%) Migration
20 33 (13.36%) Stakeholder Management
20 33 (13.36%) Visualisation
21 32 (12.96%) Data Management
21 32 (12.96%) .NET
22 31 (12.55%) Mentoring
23 30 (12.15%) Oracle Database
23 30 (12.15%) SAP
24 28 (11.34%) PowerPivot
25 26 (10.53%) Data Architecture

Data Modelling
Top Related IT Skills in Yorkshire by Category

For the 6 months to 28 August 2015, 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 9 (3.64%) NServiceBus
2 8 (3.24%) SharePoint
3 7 (2.83%) BizTalk Server
3 7 (2.83%) Joomla!
4 6 (2.43%) Confluence
4 6 (2.43%) NetWeaver
5 4 (1.62%) SAS
5 4 (1.62%) CMS
6 2 (0.81%) Node.js
6 2 (0.81%) Elasticsearch
7 1 (0.40%) WebSphere
7 1 (0.40%) WebLogic
Applications
1 57 (23.08%) MS Excel
2 28 (11.34%) PowerPivot
3 13 (5.26%) MS Visio
4 5 (2.02%) SPSS
4 5 (2.02%) MS Office
5 3 (1.21%) Spreadsheet
Business Applications
1 21 (8.50%) Dynamics CRM
2 13 (5.26%) Dynamics AX
Cloud Services
1 7 (2.83%) Microsoft Azure
1 7 (2.83%) Amazon AWS
2 2 (0.81%) GitHub
3 1 (0.40%) SaaS
3 1 (0.40%) PaaS
Communications & Networking
1 1 (0.40%) LAN
1 1 (0.40%) WAN
1 1 (0.40%) Ethernet
1 1 (0.40%) SAN
1 1 (0.40%) Firewall
1 1 (0.40%) NAS
1 1 (0.40%) F5 BIG-IP LTM
1 1 (0.40%) F5 BIG-IP GTM
Database & Business Intelligence
1 97 (39.27%) SQL Server
2 79 (31.98%) SQL Server Integration Services
3 55 (22.27%) SQL Server Reporting Services
4 52 (21.05%) SQL Server Analysis Services
5 49 (19.84%) Data Warehouse
6 43 (17.41%) Data Mining
7 30 (12.15%) Oracle Database
8 20 (8.10%) Relational Database
8 20 (8.10%) Oracle Database 11g
9 14 (5.67%) SQL Server 2008
10 13 (5.26%) OLAP
11 12 (4.86%) BusinessObjects
12 11 (4.45%) OLTP
13 10 (4.05%) Oracle Database 10g
14 9 (3.64%) Hadoop
14 9 (3.64%) SQL Server 2012
15 8 (3.24%) Oracle OWB
15 8 (3.24%) DB2
16 6 (2.43%) RDBMS
16 6 (2.43%) PowerCenter
Development Applications
1 15 (6.07%) ERwin
2 13 (5.26%) Visual Studio
3 6 (2.43%) Toad
3 6 (2.43%) NUnit
3 6 (2.43%) JIRA
3 6 (2.43%) Oracle APEX
3 6 (2.43%) Balsamiq Mockups
4 2 (0.81%) Jenkins
4 2 (0.81%) Grunt
4 2 (0.81%) Yeoman
4 2 (0.81%) EasyMock
4 2 (0.81%) Git (software)
4 2 (0.81%) Subversion
4 2 (0.81%) Maven
4 2 (0.81%) Ant
4 2 (0.81%) JUnit
5 1 (0.40%) Team Foundation Server
General
1 74 (29.96%) Finance
2 20 (8.10%) Retail
3 11 (4.45%) Banking
4 6 (2.43%) Pharmaceutical
5 4 (1.62%) Manufacturing
6 3 (1.21%) Marketing
7 2 (0.81%) Advertising
7 2 (0.81%) Retail Banking
7 2 (0.81%) Telecoms
7 2 (0.81%) Legal
Job Titles
1 76 (30.77%) Developer
2 68 (27.53%) Analyst
3 46 (18.62%) Business Intelligence Developer
4 39 (15.79%) Business Analyst
5 36 (14.57%) SQL Developer
6 34 (13.77%) Architect
7 32 (12.96%) Business Developer
8 29 (11.74%) Senior Developer
9 25 (10.12%) Consultant
10 23 (9.31%) Senior Business Intelligence Developer
11 21 (8.50%) DBA
12 20 (8.10%) Systems Analyst
13 18 (7.29%) Data Architect
14 17 (6.88%) Senior SQL Developer
15 15 (6.07%) Oracle Developer
16 14 (5.67%) Technical Business Analyst
17 13 (5.26%) Data Modeller
17 13 (5.26%) Dynamics AX Consultant
17 13 (5.26%) Technical Analyst
17 13 (5.26%) Technical Consultant
Libraries, Frameworks & Software Standards
1 32 (12.96%) .NET
2 22 (8.91%) ASP.NET
3 20 (8.10%) HTML
4 17 (6.88%) XML
5 16 (6.48%) Web Services
6 13 (5.26%) WPF
6 13 (5.26%) Managed Extensibility Framework
7 8 (3.24%) WCF
7 8 (3.24%) CSS
8 7 (2.83%) ASP.NET MVC
8 7 (2.83%) HTML5
9 6 (2.43%) jQuery
9 6 (2.43%) MDX
10 5 (2.02%) COM
11 3 (1.21%) REST
12 2 (0.81%) JPA
12 2 (0.81%) Sass
12 2 (0.81%) AngularJS
12 2 (0.81%) Twitter Bootstrap
12 2 (0.81%) JDBC
Miscellaneous
1 40 (16.19%) Analytical Skills
2 33 (13.36%) Visualisation
3 24 (9.72%) Management Information System
4 15 (6.07%) Data Conversion
5 13 (5.26%) Client/Server
6 11 (4.45%) Data Integration
7 7 (2.83%) Statistics
8 5 (2.02%) Data Protection Act
8 5 (2.02%) NHS
8 5 (2.02%) Mobile App
8 5 (2.02%) Data Centre
9 4 (1.62%) Reference Data
9 4 (1.62%) Data Extraction
10 3 (1.21%) Data Structures
11 1 (0.40%) Enterprise Storage
11 1 (0.40%) Mathematics
Operating Systems
1 5 (2.02%) UNIX
1 5 (2.02%) Linux
2 2 (0.81%) Apple iOS
3 1 (0.40%) Windows Server 2003
3 1 (0.40%) Red Hat Enterprise Linux
3 1 (0.40%) Windows
3 1 (0.40%) AIX
Processes & Methodologies
1 84 (34.01%) Agile Software Development
2 80 (32.39%) Business Intelligence
3 51 (20.65%) ETL
4 44 (17.81%) Business Analysis
5 42 (17.00%) CRM
6 37 (14.98%) Logical Data Model
7 33 (13.36%) Migration
7 33 (13.36%) Stakeholder Management
8 32 (12.96%) Data Management
9 31 (12.55%) Mentoring
10 26 (10.53%) ERP
10 26 (10.53%) Data Architecture
11 25 (10.12%) Validation
12 24 (9.72%) Enterprise Architecture
12 24 (9.72%) Use Case
13 19 (7.69%) Data Migration
13 19 (7.69%) Change Management
13 19 (7.69%) SDLC
14 16 (6.48%) User Stories
14 16 (6.48%) Data Governance
Programming Languages
1 131 (53.04%) SQL
2 65 (26.32%) T-SQL
3 19 (7.69%) C#
4 18 (7.29%) PL/SQL
5 14 (5.67%) VB.NET
6 13 (5.26%) X++
6 13 (5.26%) Java
7 8 (3.24%) JavaScript
7 8 (3.24%) PHP
8 6 (2.43%) PowerShell
8 6 (2.43%) VBA
9 4 (1.62%) Python
9 4 (1.62%) Tcl
10 2 (0.81%) Shell Script
10 2 (0.81%) MATLAB
10 2 (0.81%) R
Qualifications
1 19 (7.69%) Degree
2 7 (2.83%) Microsoft Certification
3 4 (1.62%) Oracle Certification
3 4 (1.62%) CIMA
3 4 (1.62%) ISEB
3 4 (1.62%) Security Cleared
4 3 (1.21%) MCAD
5 1 (0.40%) SC Cleared
Quality Assurance & Compliance
1 49 (19.84%) Data Quality
2 5 (2.02%) QA
2 5 (2.02%) ISO 9001
2 5 (2.02%) ISO 14001
2 5 (2.02%) ISO/IEC 27001
3 1 (0.40%) COBIT
3 1 (0.40%) SLA
System Software
1 1 (0.40%) VMware Infrastructure
Vendors
1 89 (36.03%) Microsoft
2 41 (16.60%) Oracle
3 30 (12.15%) SAP
4 21 (8.50%) Tableau
5 13 (5.26%) Trillium
6 9 (3.64%) IBM
7 8 (3.24%) Informatica
7 8 (3.24%) Teradata
8 6 (2.43%) Embarcadero
8 6 (2.43%) Sybase
9 3 (1.21%) Cognos
10 2 (0.81%) Pega
10 2 (0.81%) CheckPoint
11 1 (0.40%) VMware
11 1 (0.40%) F5
11 1 (0.40%) Nokia
11 1 (0.40%) Red Hat
11 1 (0.40%) Cisco
11 1 (0.40%) HP
Leeds, Yorkshire
Cordant Group PLC
Salary: Benefits
Posted: 15 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £44,000 to £47,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 4 days ago
Halifax, West Yorkshire
OSM Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
Leeds
InfoURGE Technologies
Salary: Competitive
Posted: 7 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 17 days ago
Doncaster
Nigel Frank International Limited - Newcastle
Salary: £35000 - £48000 per annum + Pension & Medical Insurance
Posted: 23 days ago