The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the North West region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 22 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 147 171 143
Rank change year-on-year
+24 -28
Permanent jobs citing Data Modelling 121 77 124
As % of all permanent IT jobs located in the North West 1.64% 1.13% 1.68%
As % of the Processes & Methodologies category 1.95% 1.42% 2.12%
Number of salaries quoted 99 74 106
Average salary £42,500 £47,500 £47,500
Average salary % change year-on-year
-10.52% -
90% offered a salary of more than £32,500 £32,500 £33,125
10% offered a salary of more than £51,600 £60,000 £60,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
6197 5414 5838
As % of all permanent IT jobs located in the North West 83.87% 79.30% 79.05%
Number of salaries quoted 5042 4584 5021
Average salary £40,000 £38,500 £37,500
Average salary % change year-on-year
+3.89% +2.66%
90% offered a salary of more than £27,500 £27,000 £27,000
10% offered a salary of more than £60,000 £57,500 £55,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Modelling
Jobs Demand Trend in the North West

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

Data Modelling Jobs Demand Trend in the North West

Data Modelling
Salary Trend in the North West

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

Data Modelling Salary Trend in the North West

Data Modelling
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Modelling across the North West region over the 3 months to 22 September 2014.

Data Modelling Salary Histogram in the North West

Data Modelling
Job Locations in the North West

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the North West region over the 3 months to 22 September 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
Manchester -4 55 £42,500 -10.52% 10
Cheshire +24 48 £42,500 +41.66% 9
Merseyside +11 12 £45,000 +23.28% 8
Cumbria +4 3 £33,314 +2.50% 1
Lancashire -3 3 £55,875 -14.03% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 22 September 2014, IT jobs across the North West 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.

1 122 (50.62%) Finance
2 113 (46.89%) SQL
3 89 (36.93%) Data Warehouse
4 86 (35.68%) Business Intelligence
5 78 (32.37%) Agile Software Development
6 64 (26.56%) Business Analysis
7 55 (22.82%) SQL Server
8 50 (20.75%) ETL
9 47 (19.50%) Degree
10 44 (18.26%) UML
11 42 (17.43%) Project Management
12 40 (16.60%) Use Case
12 40 (16.60%) SQL Server Reporting Services
13 39 (16.18%) SQL Server Integration Services
13 39 (16.18%) Microsoft
14 38 (15.77%) SQL Server Analysis Services
15 31 (12.86%) Computer Science
16 29 (12.03%) .NET
16 29 (12.03%) SQL Server 2008
17 28 (11.62%) SAP
18 27 (11.20%) Analytics
19 26 (10.79%) Analytical Skills
19 26 (10.79%) Oracle
20 25 (10.37%) Systems Analysis
21 24 (9.96%) OO
22 23 (9.54%) XML
23 22 (9.13%) CRM
24 21 (8.71%) Data Management
24 21 (8.71%) OOD
24 21 (8.71%) Management Information System

Data Modelling
Top Related IT Skills in the North West by Category

For the 6 months to 22 September 2014, IT jobs across the North West 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 15 (6.22%) SharePoint
1 15 (6.22%) SAS
2 5 (2.07%) Oracle Spatial
3 2 (0.83%) Elasticsearch
3 2 (0.83%) BizTalk Server
4 1 (0.41%) NetWeaver
4 1 (0.41%) MS Exchange
4 1 (0.41%) SharePoint Server
4 1 (0.41%) Exchange Server 2013
4 1 (0.41%) Exchange Server 2010
Applications
1 19 (7.88%) MS Excel
2 16 (6.64%) PowerPivot
3 7 (2.90%) MS PowerPoint
4 5 (2.07%) MS Visio
5 4 (1.66%) SPSS
6 2 (0.83%) MS Project
7 1 (0.41%) MS Office
Business Applications
1 11 (4.56%) SAP BPC
2 9 (3.73%) SAP FI
2 9 (3.73%) SAP FI/CO
2 9 (3.73%) SAP CO
3 5 (2.07%) Oracle Applications
3 5 (2.07%) SAP ERP
4 4 (1.66%) Dynamics CRM
5 3 (1.24%) SAP MDM
6 1 (0.41%) SAP SEM
6 1 (0.41%) Dynamics AX
Cloud Services
1 7 (2.90%) Amazon AWS
2 3 (1.24%) SaaS
3 1 (0.41%) IaaS
3 1 (0.41%) PaaS
Communications & Networking
1 1 (0.41%) Intranet
1 1 (0.41%) SMS
1 1 (0.41%) NAS
Database & Business Intelligence
1 89 (36.93%) Data Warehouse
2 55 (22.82%) SQL Server
3 40 (16.60%) SQL Server Reporting Services
4 39 (16.18%) SQL Server Integration Services
5 38 (15.77%) SQL Server Analysis Services
6 29 (12.03%) SQL Server 2008
7 14 (5.81%) SAP BW
8 13 (5.39%) MySQL
9 12 (4.98%) SQL Server 2012
9 12 (4.98%) Data Mining
10 11 (4.56%) SAP Data Services
11 10 (4.15%) Big Data
12 8 (3.32%) Oracle Database
12 8 (3.32%) QlikView
13 7 (2.90%) SQL Server 2005
14 6 (2.49%) MongoDB
14 6 (2.49%) Relational Database
15 5 (2.07%) SQL Server 2000
15 5 (2.07%) OLTP
15 5 (2.07%) RDBMS
Development Applications
1 8 (3.32%) ERwin
2 7 (2.90%) JIRA
3 6 (2.49%) Oracle Forms
4 2 (0.83%) Rational Rose
5 1 (0.41%) Visual Studio
5 1 (0.41%) SQL Server Management Studio (SSMS)
5 1 (0.41%) Talend Open Studio
5 1 (0.41%) Team Foundation Server
General
1 122 (50.62%) Finance
2 12 (4.98%) Manufacturing
3 11 (4.56%) Marketing
4 10 (4.15%) Banking
5 8 (3.32%) German Language
6 5 (2.07%) Legal
6 5 (2.07%) Advertising
6 5 (2.07%) Retail
7 3 (1.24%) Aerospace
7 3 (1.24%) Games
8 1 (0.41%) Telecoms
Job Titles
1 106 (43.98%) Analyst
2 71 (29.46%) Business Analyst
3 50 (20.75%) Developer
4 34 (14.11%) Systems Analyst
5 22 (9.13%) Business Intelligence Developer
6 19 (7.88%) Architect
7 18 (7.47%) Senior Developer
8 17 (7.05%) Java Developer
9 15 (6.22%) Business Systems Analyst
10 14 (5.81%) Data Analyst
11 11 (4.56%) Senior Business Intelligence Developer
12 10 (4.15%) SAP Business Analyst
12 10 (4.15%) Data Architect
13 9 (3.73%) Consultant
13 9 (3.73%) SAP Analyst
14 8 (3.32%) Delivery Manager
15 7 (2.90%) Systems Engineer
15 7 (2.90%) Java/J2EE Developer
15 7 (2.90%) J2EE Developer
15 7 (2.90%) Senior J2EE Developer
Libraries, Frameworks & Software Standards
1 29 (12.03%) .NET
2 23 (9.54%) XML
3 15 (6.22%) Hibernate
3 15 (6.22%) Spring
4 10 (4.15%) J2EE
5 9 (3.73%) HTML
6 7 (2.90%) Web Services
6 7 (2.90%) Apache Flex
6 7 (2.90%) AngularJS
7 6 (2.49%) ASP.NET
8 5 (2.07%) HTML5
9 4 (1.66%) .NET Framework
10 3 (1.24%) COM
10 3 (1.24%) CSS
10 3 (1.24%) MDX
11 2 (0.83%) WCF
11 2 (0.83%) WPF
12 1 (0.41%) ASP.NET MVC 4
12 1 (0.41%) ASP.NET MVC 3
12 1 (0.41%) ASP.NET MVC
Miscellaneous
1 31 (12.86%) Computer Science
2 26 (10.79%) Analytical Skills
3 21 (8.71%) Management Information System
4 12 (4.98%) Statistics
5 11 (4.56%) Data Integration
6 7 (2.90%) Mathematics
7 5 (2.07%) GIS
7 5 (2.07%) Client/Server
7 5 (2.07%) Physics
7 5 (2.07%) Credit Risk
7 5 (2.07%) Economics
7 5 (2.07%) Social Media
7 5 (2.07%) FMCG
7 5 (2.07%) Data Extraction
8 3 (1.24%) Visualisation
9 2 (0.83%) Enterprise Software
9 2 (0.83%) Replication
Operating Systems
1 9 (3.73%) Linux
2 3 (1.24%) Windows
3 1 (0.41%) Windows Server 2012
3 1 (0.41%) Windows Server 2008
Processes & Methodologies
1 86 (35.68%) Business Intelligence
2 78 (32.37%) Agile Software Development
3 64 (26.56%) Business Analysis
4 50 (20.75%) ETL
5 44 (18.26%) UML
6 42 (17.43%) Project Management
7 40 (16.60%) Use Case
8 27 (11.20%) Analytics
9 25 (10.37%) Systems Analysis
10 24 (9.96%) OO
11 22 (9.13%) CRM
12 21 (8.71%) Data Management
12 21 (8.71%) OOD
13 19 (7.88%) Data Analysis
13 19 (7.88%) Software Engineering
14 17 (7.05%) Performance Tuning
14 17 (7.05%) BPMN
15 16 (6.64%) Data Mapping
15 16 (6.64%) PRINCE2
16 13 (5.39%) User Acceptance Testing
Programming Languages
1 113 (46.89%) SQL
2 20 (8.30%) Java
3 9 (3.73%) C#
4 7 (2.90%) VB
5 6 (2.49%) PL/SQL
6 5 (2.07%) T-SQL
7 4 (1.66%) VB6
7 4 (1.66%) VB.NET
7 4 (1.66%) VBA
8 3 (1.24%) ABAP
8 3 (1.24%) JavaScript
9 2 (0.83%) PHP
10 1 (0.41%) C
Qualifications
1 47 (19.50%) Degree
2 6 (2.49%) Security Cleared
2 6 (2.49%) ISEB
3 4 (1.66%) Microsoft Certification
4 3 (1.24%) NVQ Level 3
5 2 (0.83%) MBA
6 1 (0.41%) MCITP
6 1 (0.41%) MCTS
Quality Assurance & Compliance
1 10 (4.15%) Data Quality
1 10 (4.15%) SLA
2 6 (2.49%) QA
3 1 (0.41%) ISO/IEC 27001
System Software
1 1 (0.41%) Active Directory
1 1 (0.41%) Hyper-V
Systems Management
1 1 (0.41%) SCCM
1 1 (0.41%) SCOM
Vendors
1 39 (16.18%) Microsoft
2 28 (11.62%) SAP
3 26 (10.79%) Oracle
4 20 (8.30%) Teradata
5 14 (5.81%) Informatica
6 13 (5.39%) Tableau
7 8 (3.32%) Hyperion
8 7 (2.90%) Vertica
9 5 (2.07%) Business Objects
10 4 (1.66%) Facebook
10 4 (1.66%) Twitter
10 4 (1.66%) Google
10 4 (1.66%) Salesforce.com
11 2 (0.83%) ServiceNow
11 2 (0.83%) HP
12 1 (0.41%) VMware
12 1 (0.41%) Talend
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Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
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Merseyside
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Hays IT - Uk Posting account
Salary: £35000.00 - £45000.00 per annum + Excellent Benefits
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