The first table below looks at the demand 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 31 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 North West region.

Location
3 months to
31 Jul 2014
Same period 2013 Same period 2012
Data Modeling
Rank 126 147 106
Rank change year-on-year
+21 -41
Permanent jobs citing Data Modelling 126 93 174
As % of all permanent IT jobs located in the North West 1.75% 1.29% 2.32%
As % of the Processes & Methodologies category 2.15% 1.65% 3.03%
Number of salaries quoted 104 89 149
Average salary £39,000 £47,500 £45,000
Average salary % change year-on-year
-17.89% +5.55%
90% offered a salary of more than £32,500 £31,700 £27,500
10% offered a salary of more than £52,900 £66,000 £60,000
UK excluding London average salary £45,000 £45,000 £45,000
Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5853 5624 5752
As % of all permanent IT jobs located in the North West 81.35% 77.92% 76.83%
Number of salaries quoted 4656 4775 5046
Average salary £40,000 £37,500 £37,500
Average salary % change year-on-year
+6.66% -
90% offered a salary of more than £27,500 £26,500 £26,500
10% offered a salary of more than £57,500 £57,500 £56,000
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 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 31 July 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 31 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
Manchester +7 64 £39,000 -23.90% 3
Cheshire -2 40 £39,750 -16.31% 6
Merseyside +8 13 £28,250 -36.51% 1
Lancashire +4 5 £55,875 -25.50% 1
Cumbria - 4 £35,000 - 3
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 31 July 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 97 (44.29%) Finance
2 81 (36.99%) SQL
3 67 (30.59%) Data Warehouse
4 64 (29.22%) Business Intelligence
5 49 (22.37%) Business Analysis
6 45 (20.55%) Use Case
7 40 (18.26%) UML
8 38 (17.35%) ETL
8 38 (17.35%) Project Management
9 31 (14.16%) SQL Server
10 29 (13.24%) .NET
10 29 (13.24%) Data Management
11 28 (12.79%) Agile Software Development
11 28 (12.79%) Systems Analysis
12 26 (11.87%) Oracle
13 25 (11.42%) Degree
14 24 (10.96%) Data Architecture
15 23 (10.50%) Analytics
15 23 (10.50%) OO
16 22 (10.05%) Microsoft
17 21 (9.59%) OOD
17 21 (9.59%) PRINCE2
17 21 (9.59%) Java
17 21 (9.59%) Computer Science
17 21 (9.59%) Software Engineering
17 21 (9.59%) Big Data
17 21 (9.59%) Data Mapping
18 20 (9.13%) BPMN
18 20 (9.13%) Master Data Management
18 20 (9.13%) SQL Server Reporting Services

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

For the 6 months to 31 July 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 10 (4.57%) SAS
2 5 (2.28%) Oracle Spatial
2 5 (2.28%) Apache Pig
3 2 (0.91%) IBM Notes
4 1 (0.46%) SharePoint Server
4 1 (0.46%) MS Exchange
4 1 (0.46%) SharePoint
4 1 (0.46%) NetWeaver
4 1 (0.46%) BizTalk Server
4 1 (0.46%) Exchange Server 2010
4 1 (0.46%) Exchange Server 2013
Applications
1 16 (7.31%) MS Excel
2 5 (2.28%) MS PowerPoint
3 4 (1.83%) MS Project
4 3 (1.37%) MS Visio
5 2 (0.91%) SPSS
6 1 (0.46%) MS Office
Business Applications
1 5 (2.28%) Oracle Applications
2 4 (1.83%) SAP ERP
3 3 (1.37%) Dynamics CRM
3 3 (1.37%) SAP BPC
4 1 (0.46%) Cognos Business Intelligence
4 1 (0.46%) SAP FI/CO
4 1 (0.46%) SAP MDM
4 1 (0.46%) SAP CO
4 1 (0.46%) SAP SEM
4 1 (0.46%) SAP FI
Cloud Services
1 7 (3.20%) Amazon AWS
2 3 (1.37%) SaaS
3 1 (0.46%) PaaS
3 1 (0.46%) IaaS
Communications & Networking
1 2 (0.91%) Internet
1 2 (0.91%) SMS
2 1 (0.46%) Intranet
2 1 (0.46%) NAS
Database & Business Intelligence
1 67 (30.59%) Data Warehouse
2 31 (14.16%) SQL Server
3 21 (9.59%) Big Data
4 20 (9.13%) SQL Server Reporting Services
4 20 (9.13%) QlikView
5 13 (5.94%) MySQL
6 12 (5.48%) Hadoop
7 11 (5.02%) SQL Server Integration Services
7 11 (5.02%) Crystal Reports
8 10 (4.57%) SQL Server Analysis Services
8 10 (4.57%) SQL Server 2012
9 9 (4.11%) Relational Database
9 9 (4.11%) SQL Server 2008
9 9 (4.11%) SAP Data Services
10 7 (3.20%) SQL Server 2005
10 7 (3.20%) RDBMS
10 7 (3.20%) SAP BW
10 7 (3.20%) Apache Hive
11 6 (2.74%) Oracle Database
11 6 (2.74%) OLAP
Development Applications
1 10 (4.57%) ERwin
2 7 (3.20%) JIRA
3 6 (2.74%) Oracle Forms
4 1 (0.46%) Visual Studio
4 1 (0.46%) Talend Open Studio
4 1 (0.46%) Team Foundation Server
4 1 (0.46%) SQL Server Management Studio (SSMS)
General
1 97 (44.29%) Finance
2 10 (4.57%) Marketing
3 5 (2.28%) Manufacturing
3 5 (2.28%) Advertising
4 4 (1.83%) Banking
5 3 (1.37%) Games
5 3 (1.37%) Retail
5 3 (1.37%) Aerospace
5 3 (1.37%) Legal
6 1 (0.46%) Telecoms
6 1 (0.46%) Pharmaceutical
Job Titles
1 95 (43.38%) Analyst
2 67 (30.59%) Business Analyst
3 35 (15.98%) Developer
4 34 (15.53%) Systems Analyst
5 22 (10.05%) Architect
6 19 (8.68%) Java Developer
7 16 (7.31%) Data Architect
8 13 (5.94%) Business Systems Analyst
8 13 (5.94%) Business Intelligence Analyst
9 11 (5.02%) Consultant
9 11 (5.02%) Senior Developer
10 10 (4.57%) Information Architect
11 8 (3.65%) J2EE Developer
11 8 (3.65%) Senior J2EE Developer
11 8 (3.65%) Senior Java Developer
11 8 (3.65%) Data Modeller
11 8 (3.65%) Java/J2EE Developer
12 7 (3.20%) Data Analyst
12 7 (3.20%) Software Engineer
12 7 (3.20%) Systems Engineer
Libraries, Frameworks & Software Standards
1 29 (13.24%) .NET
2 20 (9.13%) XML
3 17 (7.76%) Hibernate
3 17 (7.76%) Spring
4 10 (4.57%) J2EE
5 8 (3.65%) HTML
6 7 (3.20%) Apache Flex
6 7 (3.20%) Web Services
6 7 (3.20%) AngularJS
7 6 (2.74%) MapReduce
8 5 (2.28%) HTML5
9 3 (1.37%) CSS
10 2 (0.91%) ASP.NET
10 2 (0.91%) .NET Framework
10 2 (0.91%) MDX
11 1 (0.46%) COM
Miscellaneous
1 21 (9.59%) Computer Science
2 13 (5.94%) Data Integration
3 11 (5.02%) Management Information System
4 7 (3.20%) Statistics
5 6 (2.74%) Client/Server
6 5 (2.28%) GIS
6 5 (2.28%) Social Media
6 5 (2.28%) Data Conversion
7 4 (1.83%) Visualisation
8 3 (1.37%) Credit Risk
8 3 (1.37%) Mathematics
8 3 (1.37%) Physics
8 3 (1.37%) Economics
8 3 (1.37%) Data Extraction
9 2 (0.91%) Enterprise Software
9 2 (0.91%) Reference Data
9 2 (0.91%) Replication
10 1 (0.46%) ASIC
10 1 (0.46%) Smart Meter
Operating Systems
1 9 (4.11%) Linux
2 2 (0.91%) Windows
3 1 (0.46%) Windows Server 2008
3 1 (0.46%) Windows Server 2012
Processes & Methodologies
1 64 (29.22%) Business Intelligence
2 49 (22.37%) Business Analysis
3 45 (20.55%) Use Case
4 40 (18.26%) UML
5 38 (17.35%) ETL
5 38 (17.35%) Project Management
6 29 (13.24%) Data Management
7 28 (12.79%) Agile Software Development
7 28 (12.79%) Systems Analysis
8 24 (10.96%) Data Architecture
9 23 (10.50%) Analytics
9 23 (10.50%) OO
10 21 (9.59%) OOD
10 21 (9.59%) PRINCE2
10 21 (9.59%) Software Engineering
10 21 (9.59%) Data Mapping
11 20 (9.13%) BPMN
11 20 (9.13%) Master Data Management
12 14 (6.39%) Data Governance
13 13 (5.94%) Dimensional Modelling
Programming Languages
1 81 (36.99%) SQL
2 21 (9.59%) Java
3 7 (3.20%) C#
4 6 (2.74%) PL/SQL
5 5 (2.28%) T-SQL
6 4 (1.83%) C
7 3 (1.37%) VB
7 3 (1.37%) ABAP
7 3 (1.37%) VBA
8 2 (0.91%) JavaScript
8 2 (0.91%) VB.NET
8 2 (0.91%) VB6
9 1 (0.46%) Python
9 1 (0.46%) C++
Qualifications
1 25 (11.42%) Degree
2 6 (2.74%) Security Cleared
3 5 (2.28%) ISEB
4 4 (1.83%) Microsoft Certification
5 3 (1.37%) NVQ Level 3
6 2 (0.91%) APMP
7 1 (0.46%) MCTS
7 1 (0.46%) MCITP
Quality Assurance & Compliance
1 7 (3.20%) Data Quality
2 6 (2.74%) QA
System Software
1 1 (0.46%) Active Directory
1 1 (0.46%) Hyper-V
Systems Management
1 1 (0.46%) SCCM
1 1 (0.46%) SCOM
Vendors
1 26 (11.87%) Oracle
2 22 (10.05%) Microsoft
3 20 (9.13%) SAP
4 13 (5.94%) Tableau
5 9 (4.11%) Vertica
5 9 (4.11%) Teradata
6 6 (2.74%) Business Objects
7 4 (1.83%) Facebook
7 4 (1.83%) Twitter
7 4 (1.83%) Salesforce.com
7 4 (1.83%) Google
7 4 (1.83%) Netezza
8 3 (1.37%) Informatica
9 2 (0.91%) ServiceNow
9 2 (0.91%) Lotus
9 2 (0.91%) HP
10 1 (0.46%) Ab Initio
10 1 (0.46%) VMware
10 1 (0.46%) Cognos
10 1 (0.46%) Talend
North West, UK
Edward Carter Solutions
Salary: £50,000 per annum + bonus, optional car/allowance and benefits
Posted: 8 hours ago
Warrington, Cheshire
Evolution Recruitment Solutions
Salary: 25,000 - 35,000 + Benefits
Posted: 2 days ago
North West
Rullion IT Plus
Salary: £55000 - £65000 per annum + pension, h/care, 25 days
Posted: 6 days ago
Manchester
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 8 days ago
Chester, Cheshire
Asset Resourcing
Salary: £50000 - £65000 per annum + Bonus + Excellent Benefits Package
Posted: 11 days ago
North West England
Interquest - ITQ Financial - Tunbridge Wells
Salary: £20000 - £50000 per annum + Exceptional Benefits
Posted: 13 days ago
Manchester
Churchill Frank
Salary: £35000 - £40000 per annum + Pension & Training
Posted: 15 days ago
North West England
Progressive Recruitment
Salary: £55000 - £60000 per annum + competitive
Posted: 15 days ago
Lancashire
Reed Technology - UK Posting Account
Salary: £40000 - £45500 per annum
Posted: 20 days ago
Cockermouth
Tectre Limited
Salary: £50,000 - £60,000 per year
Posted: 20 days ago
Cockermouth
Tectre Limited
Salary: £50,000 - £60,000 per year Dependent on Experience
Posted: 20 days ago
Wigan
Computer Futures
Salary: £40000 - £45000 per annum + competitive
Posted: 20 days ago
Chester, Cheshire
MBNA
Posted: 20 days ago
Cockermouth
Tectre Limited
Salary: £50,000 - £60,000 per year Dependent on Experience
Posted: 23 days ago
Birkenhead, Merseyside
Crowder Consulting
Salary: From £30,000 to £42,000 per annum depending on experience
Posted: 23 days ago