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 28 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Nov 2014
Same period 2013 Same period 2012
Data Modeling
Rank 143 166 134
Rank change year-on-year
+23 -32
Permanent jobs citing Data Modelling 128 81 144
As % of all permanent IT jobs located in the North West 1.71% 1.16% 1.87%
As % of the Processes & Methodologies category 2.04% 1.44% 2.36%
Number of salaries quoted 113 73 126
Average salary £42,500 £45,000 £45,000
Average salary % change year-on-year
-5.55% -
90% offered a salary of more than £30,000 £25,000 £32,500
10% offered a salary of more than £50,600 £65,000 £67,150
UK excluding London average salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%
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
6266 5621 6111
As % of all permanent IT jobs located in the North West 83.51% 80.62% 79.47%
Number of salaries quoted 5393 4701 5369
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 £27,456 £26,500
10% offered a salary of more than £60,000 £53,000 £55,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 28 November 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 28 November 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 +18 72 £42,500 -5.55% 7
Cheshire -3 42 £44,750 +19.33% 4
Merseyside +19 10 £47,000 +4.44%
Lancashire +3 6 £34,000 -47.69% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 28 November 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.

1 124 (52.32%) Finance
2 123 (51.90%) SQL
3 113 (47.68%) Business Intelligence
4 87 (36.71%) Data Warehouse
5 84 (35.44%) SQL Server
6 79 (33.33%) Agile Software Development
7 67 (28.27%) SQL Server Reporting Services
8 66 (27.85%) SQL Server Integration Services
9 63 (26.58%) SQL Server Analysis Services
10 58 (24.47%) SQL Server 2008
11 54 (22.78%) Project Management
12 51 (21.52%) Degree
12 51 (21.52%) Business Analysis
13 44 (18.57%) Data Analysis
13 44 (18.57%) ETL
14 43 (18.14%) CRM
15 42 (17.72%) Microsoft
15 42 (17.72%) UML
16 40 (16.88%) Data Cleansing
16 40 (16.88%) PowerPivot
17 39 (16.46%) SharePoint
18 36 (15.19%) Analytical Skills
19 34 (14.35%) Campaign Management
20 33 (13.92%) Analytics
21 29 (12.24%) Computer Science
22 28 (11.81%) Oracle
23 27 (11.39%) SAP
24 26 (10.97%) Management Information System
25 23 (9.70%) Use Case
25 23 (9.70%) Teradata

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

For the 6 months to 28 November 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 39 (16.46%) SharePoint
2 19 (8.02%) SAS
3 5 (2.11%) Oracle Spatial
4 2 (0.84%) BizTalk Server
4 2 (0.84%) Oracle Workflow
4 2 (0.84%) Elasticsearch
5 1 (0.42%) SharePoint Server
5 1 (0.42%) Exchange Server 2010
5 1 (0.42%) Exchange Server 2013
5 1 (0.42%) NetWeaver
5 1 (0.42%) MS Exchange
Applications
1 40 (16.88%) PowerPivot
2 15 (6.33%) MS Excel
3 6 (2.53%) MS PowerPoint
4 4 (1.69%) MS Visio
4 4 (1.69%) SPSS
5 1 (0.42%) MS Project
Business Applications
1 13 (5.49%) SAP BPC
2 12 (5.06%) SAP FI
2 12 (5.06%) SAP FI/CO
2 12 (5.06%) SAP CO
3 5 (2.11%) Oracle Applications
4 3 (1.27%) SAP ERP
4 3 (1.27%) Dynamics CRM
4 3 (1.27%) SAP MDM
5 1 (0.42%) SAP SEM
5 1 (0.42%) Dynamics AX
Cloud Services
1 1 (0.42%) SaaS
1 1 (0.42%) PaaS
1 1 (0.42%) IaaS
Communications & Networking
1 1 (0.42%) SMS
1 1 (0.42%) NAS
Database & Business Intelligence
1 87 (36.71%) Data Warehouse
2 84 (35.44%) SQL Server
3 67 (28.27%) SQL Server Reporting Services
4 66 (27.85%) SQL Server Integration Services
5 63 (26.58%) SQL Server Analysis Services
6 58 (24.47%) SQL Server 2008
7 20 (8.44%) Data Mining
8 16 (6.75%) SAP BW
9 12 (5.06%) SQL Server 2012
10 11 (4.64%) Oracle Database
11 10 (4.22%) Big Data
12 9 (3.80%) SAS Data Integration Studio
13 8 (3.38%) Relational Database
13 8 (3.38%) SAS Enterprise Guide
14 7 (2.95%) MongoDB
14 7 (2.95%) SAP Data Services
15 6 (2.53%) MySQL
16 5 (2.11%) OLTP
16 5 (2.11%) RDBMS
16 5 (2.11%) Hadoop
Development Applications
1 8 (3.38%) Oracle Forms
2 7 (2.95%) ERwin
3 3 (1.27%) Xcode
4 2 (0.84%) JBuilder
4 2 (0.84%) Rational Rose
5 1 (0.42%) Visual Studio
5 1 (0.42%) Team Foundation Server
5 1 (0.42%) SQL Server Management Studio (SSMS)
General
1 124 (52.32%) Finance
2 14 (5.91%) Marketing
3 13 (5.49%) Manufacturing
3 13 (5.49%) Banking
4 11 (4.64%) Retail
4 11 (4.64%) German Language
5 5 (2.11%) Legal
6 3 (1.27%) Games
7 2 (0.84%) Advertising
7 2 (0.84%) Aerospace
Job Titles
1 93 (39.24%) Analyst
2 66 (27.85%) Business Analyst
3 63 (26.58%) Developer
4 45 (18.99%) Business Intelligence Developer
5 30 (12.66%) Systems Analyst
6 20 (8.44%) Senior Developer
7 19 (8.02%) Senior Business Intelligence Developer
8 15 (6.33%) Business Systems Analyst
9 14 (5.91%) Consultant
9 14 (5.91%) Data Analyst
10 13 (5.49%) Architect
10 13 (5.49%) SAP Business Analyst
11 12 (5.06%) SAP Analyst
12 10 (4.22%) Information Manager
13 9 (3.80%) Delivery Manager
14 8 (3.38%) Technical Leader
14 8 (3.38%) SAS Consultant
15 7 (2.95%) SQL Developer
16 6 (2.53%) VB.NET Developer
16 6 (2.53%) VB Developer
Libraries, Frameworks & Software Standards
1 22 (9.28%) .NET
2 14 (5.91%) XML
3 12 (5.06%) HTML
4 8 (3.38%) ASP.NET
4 8 (3.38%) HTML5
5 6 (2.53%) .NET Framework
6 5 (2.11%) COM
6 5 (2.11%) J2EE
7 3 (1.27%) Classic ASP
7 3 (1.27%) CSS
7 3 (1.27%) Cocoa
7 3 (1.27%) Cocoa Touch
8 2 (0.84%) JSON
8 2 (0.84%) WCF
8 2 (0.84%) WPF
8 2 (0.84%) Web Services
9 1 (0.42%) Hibernate
9 1 (0.42%) ASP.NET MVC
9 1 (0.42%) ASP.NET MVC 3
9 1 (0.42%) MDX
Miscellaneous
1 36 (15.19%) Analytical Skills
2 29 (12.24%) Computer Science
3 26 (10.97%) Management Information System
4 15 (6.33%) Statistics
4 15 (6.33%) Data Integration
5 10 (4.22%) Mathematics
6 9 (3.80%) FMCG
7 6 (2.53%) Visualisation
8 5 (2.11%) Social Media
8 5 (2.11%) Economics
8 5 (2.11%) Physics
8 5 (2.11%) Credit Risk
8 5 (2.11%) Data Extraction
8 5 (2.11%) Client/Server
8 5 (2.11%) GIS
9 3 (1.27%) Data Structures
9 3 (1.27%) Algorithms
9 3 (1.27%) Enterprise Software
10 2 (0.84%) Replication
Operating Systems
1 3 (1.27%) Apple iOS
2 2 (0.84%) Windows
3 1 (0.42%) Windows Server 2008
3 1 (0.42%) Windows Server 2012
Processes & Methodologies
1 113 (47.68%) Business Intelligence
2 79 (33.33%) Agile Software Development
3 54 (22.78%) Project Management
4 51 (21.52%) Business Analysis
5 44 (18.57%) Data Analysis
5 44 (18.57%) ETL
6 43 (18.14%) CRM
7 42 (17.72%) UML
8 40 (16.88%) Data Cleansing
9 34 (14.35%) Campaign Management
10 33 (13.92%) Analytics
11 23 (9.70%) Use Case
12 22 (9.28%) OO
13 21 (8.86%) Performance Tuning
14 19 (8.02%) Logical Data Model
14 19 (8.02%) OOD
15 18 (7.59%) User Acceptance Testing
16 17 (7.17%) Software Engineering
17 16 (6.75%) Requirements Analysis
17 16 (6.75%) Data Management
Programming Languages
1 123 (51.90%) SQL
2 11 (4.64%) Java
3 9 (3.80%) C#
3 9 (3.80%) VB
4 8 (3.38%) T-SQL
4 8 (3.38%) PL/SQL
5 6 (2.53%) JavaScript
5 6 (2.53%) VB.NET
5 6 (2.53%) VB6
6 5 (2.11%) VBA
7 3 (1.27%) Objective-C
7 3 (1.27%) PHP
8 2 (0.84%) C++
8 2 (0.84%) Scala
8 2 (0.84%) R
8 2 (0.84%) Python
8 2 (0.84%) ABAP
9 1 (0.42%) C
Qualifications
1 51 (21.52%) Degree
2 7 (2.95%) Security Cleared
3 5 (2.11%) ISEB
4 4 (1.69%) Microsoft Certification
4 4 (1.69%) MBA
5 2 (0.84%) PhD
5 2 (0.84%) NVQ Level 3
6 1 (0.42%) MCTS
6 1 (0.42%) MCITP
Quality Assurance & Compliance
1 14 (5.91%) SLA
2 7 (2.95%) Data Quality
3 6 (2.53%) QA
4 1 (0.42%) ISO/IEC 27001
System Software
1 3 (1.27%) Oracle RAC
2 1 (0.42%) Hyper-V
2 1 (0.42%) Active Directory
Systems Management
1 1 (0.42%) SCCM
1 1 (0.42%) SCOM
Vendors
1 42 (17.72%) Microsoft
2 28 (11.81%) Oracle
3 27 (11.39%) SAP
4 23 (9.70%) Teradata
5 20 (8.44%) Informatica
6 11 (4.64%) Hyperion
7 10 (4.22%) Tableau
8 3 (1.27%) Vertica
8 3 (1.27%) Apple
8 3 (1.27%) Business Objects
9 2 (0.84%) Salesforce.com
9 2 (0.84%) Facebook
9 2 (0.84%) Twitter
9 2 (0.84%) Google
10 1 (0.42%) VMware
10 1 (0.42%) Cognos
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