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

Location
3 months to
20 Nov 2014
Same period 2013 Same period 2012
Data Modeling
Rank 142 162 125
Rank change year-on-year
+20 -37
Permanent jobs citing Data Modelling 124 88 143
As % of all permanent IT jobs located in the North West 1.67% 1.29% 2.00%
As % of the Processes & Methodologies category 1.99% 1.60% 2.51%
Number of salaries quoted 110 80 128
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 £32,950
10% offered a salary of more than £50,000 £64,750 £67,500
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
6223 5507 5693
As % of all permanent IT jobs located in the North West 83.74% 80.59% 79.73%
Number of salaries quoted 5336 4629 4972
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 £55,000 £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 20 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 20 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 +7 71 £42,500 -5.55% 9
Cheshire -2 41 £47,000 +25.33% 5
Merseyside +21 8 £45,000 +16.12% 1
Lancashire -2 6 £34,000 -47.69% 3
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 20 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.

1 128 (52.67%) Finance
2 125 (51.44%) SQL
3 110 (45.27%) Business Intelligence
4 89 (36.63%) Data Warehouse
5 82 (33.74%) SQL Server
6 79 (32.51%) Agile Software Development
7 66 (27.16%) SQL Server Reporting Services
8 64 (26.34%) SQL Server Integration Services
9 62 (25.51%) SQL Server Analysis Services
10 57 (23.46%) SQL Server 2008
11 55 (22.63%) Business Analysis
12 53 (21.81%) Project Management
13 51 (20.99%) Degree
14 44 (18.11%) ETL
15 43 (17.70%) UML
16 42 (17.28%) Data Analysis
17 41 (16.87%) CRM
18 40 (16.46%) Microsoft
19 38 (15.64%) Data Cleansing
19 38 (15.64%) PowerPivot
20 37 (15.23%) SharePoint
21 36 (14.81%) Analytical Skills
22 32 (13.17%) Analytics
22 32 (13.17%) Campaign Management
23 29 (11.93%) Oracle
23 29 (11.93%) Computer Science
24 27 (11.11%) SAP
25 26 (10.70%) Management Information System
25 26 (10.70%) Use Case
26 24 (9.88%) Teradata

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

For the 6 months to 20 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 37 (15.23%) SharePoint
2 19 (7.82%) SAS
3 5 (2.06%) Oracle Spatial
4 2 (0.82%) BizTalk Server
4 2 (0.82%) Oracle Workflow
4 2 (0.82%) Elasticsearch
5 1 (0.41%) SharePoint Server
5 1 (0.41%) Exchange Server 2010
5 1 (0.41%) Exchange Server 2013
5 1 (0.41%) NetWeaver
5 1 (0.41%) MS Exchange
Applications
1 38 (15.64%) PowerPivot
2 15 (6.17%) MS Excel
3 6 (2.47%) MS PowerPoint
4 4 (1.65%) MS Visio
4 4 (1.65%) SPSS
5 1 (0.41%) MS Project
Business Applications
1 13 (5.35%) SAP BPC
2 12 (4.94%) SAP FI
2 12 (4.94%) SAP FI/CO
2 12 (4.94%) SAP CO
3 5 (2.06%) Oracle Applications
4 3 (1.23%) SAP ERP
4 3 (1.23%) Dynamics CRM
4 3 (1.23%) SAP MDM
5 1 (0.41%) SAP SEM
5 1 (0.41%) Dynamics AX
Cloud Services
1 1 (0.41%) Amazon AWS
1 1 (0.41%) SaaS
1 1 (0.41%) PaaS
1 1 (0.41%) IaaS
Communications & Networking
1 1 (0.41%) SMS
1 1 (0.41%) NAS
Database & Business Intelligence
1 89 (36.63%) Data Warehouse
2 82 (33.74%) SQL Server
3 66 (27.16%) SQL Server Reporting Services
4 64 (26.34%) SQL Server Integration Services
5 62 (25.51%) SQL Server Analysis Services
6 57 (23.46%) SQL Server 2008
7 20 (8.23%) Data Mining
8 16 (6.58%) SAP BW
9 13 (5.35%) SQL Server 2012
10 11 (4.53%) Oracle Database
10 11 (4.53%) Big Data
11 9 (3.70%) SAS Data Integration Studio
12 8 (3.29%) Relational Database
12 8 (3.29%) MongoDB
12 8 (3.29%) SAS Enterprise Guide
12 8 (3.29%) MySQL
13 7 (2.88%) SQL Server 2005
13 7 (2.88%) SAP Data Services
14 6 (2.47%) OLTP
15 5 (2.06%) RDBMS
Development Applications
1 8 (3.29%) Oracle Forms
2 7 (2.88%) ERwin
3 3 (1.23%) Xcode
4 2 (0.82%) JBuilder
4 2 (0.82%) Rational Rose
5 1 (0.41%) Visual Studio
5 1 (0.41%) JIRA
5 1 (0.41%) Team Foundation Server
5 1 (0.41%) SQL Server Management Studio (SSMS)
General
1 128 (52.67%) Finance
2 15 (6.17%) Marketing
3 13 (5.35%) Banking
3 13 (5.35%) Manufacturing
4 11 (4.53%) German Language
5 10 (4.12%) Retail
6 5 (2.06%) Legal
7 3 (1.23%) Advertising
7 3 (1.23%) Games
8 2 (0.82%) Aerospace
Job Titles
1 99 (40.74%) Analyst
2 71 (29.22%) Business Analyst
3 62 (25.51%) Developer
4 43 (17.70%) Business Intelligence Developer
5 32 (13.17%) Systems Analyst
6 19 (7.82%) Senior Developer
7 18 (7.41%) Senior Business Intelligence Developer
8 17 (7.00%) Business Systems Analyst
9 14 (5.76%) Consultant
9 14 (5.76%) Data Analyst
10 13 (5.35%) SAP Business Analyst
11 12 (4.94%) Architect
11 12 (4.94%) SAP Analyst
12 9 (3.70%) Delivery Manager
12 9 (3.70%) Information Manager
13 8 (3.29%) Technical Leader
13 8 (3.29%) SAS Consultant
14 7 (2.88%) SQL Developer
15 6 (2.47%) SQL DBA
15 6 (2.47%) Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 22 (9.05%) .NET
2 13 (5.35%) XML
3 12 (4.94%) HTML
4 8 (3.29%) HTML5
5 7 (2.88%) ASP.NET
6 5 (2.06%) .NET Framework
7 4 (1.65%) COM
7 4 (1.65%) J2EE
8 3 (1.23%) Classic ASP
8 3 (1.23%) CSS
8 3 (1.23%) Web Services
8 3 (1.23%) Cocoa
8 3 (1.23%) Cocoa Touch
9 2 (0.82%) Spring
9 2 (0.82%) WCF
9 2 (0.82%) WPF
9 2 (0.82%) JSON
9 2 (0.82%) Hibernate
10 1 (0.41%) MDX
10 1 (0.41%) Apache Flex
Miscellaneous
1 36 (14.81%) Analytical Skills
2 29 (11.93%) Computer Science
3 26 (10.70%) Management Information System
4 15 (6.17%) Statistics
4 15 (6.17%) Data Integration
5 10 (4.12%) Mathematics
6 9 (3.70%) FMCG
7 6 (2.47%) Visualisation
7 6 (2.47%) Social Media
8 5 (2.06%) Economics
8 5 (2.06%) Physics
8 5 (2.06%) Credit Risk
8 5 (2.06%) Data Extraction
8 5 (2.06%) Client/Server
8 5 (2.06%) GIS
9 3 (1.23%) Data Structures
9 3 (1.23%) Algorithms
9 3 (1.23%) Enterprise Software
10 1 (0.41%) Replication
Operating Systems
1 3 (1.23%) Apple iOS
2 2 (0.82%) Windows
3 1 (0.41%) Linux
3 1 (0.41%) Windows Server 2008
3 1 (0.41%) Windows Server 2012
Processes & Methodologies
1 110 (45.27%) Business Intelligence
2 79 (32.51%) Agile Software Development
3 55 (22.63%) Business Analysis
4 53 (21.81%) Project Management
5 44 (18.11%) ETL
6 43 (17.70%) UML
7 42 (17.28%) Data Analysis
8 41 (16.87%) CRM
9 38 (15.64%) Data Cleansing
10 32 (13.17%) Analytics
10 32 (13.17%) Campaign Management
11 26 (10.70%) Use Case
12 23 (9.47%) OO
13 22 (9.05%) Performance Tuning
14 20 (8.23%) Logical Data Model
14 20 (8.23%) OOD
15 17 (7.00%) Systems Analysis
16 16 (6.58%) Software Engineering
16 16 (6.58%) User Acceptance Testing
16 16 (6.58%) Data Transformation
Programming Languages
1 125 (51.44%) SQL
2 12 (4.94%) Java
3 9 (3.70%) C#
4 8 (3.29%) T-SQL
4 8 (3.29%) VB
4 8 (3.29%) PL/SQL
5 6 (2.47%) JavaScript
6 5 (2.06%) VB.NET
6 5 (2.06%) VBA
6 5 (2.06%) VB6
7 3 (1.23%) Objective-C
7 3 (1.23%) PHP
8 2 (0.82%) C++
8 2 (0.82%) ABAP
8 2 (0.82%) Scala
8 2 (0.82%) R
8 2 (0.82%) Python
9 1 (0.41%) C
Qualifications
1 51 (20.99%) Degree
2 7 (2.88%) Security Cleared
3 6 (2.47%) ISEB
4 4 (1.65%) Microsoft Certification
4 4 (1.65%) MBA
5 2 (0.82%) PhD
5 2 (0.82%) NVQ Level 3
6 1 (0.41%) MCTS
6 1 (0.41%) MCITP
Quality Assurance & Compliance
1 14 (5.76%) SLA
2 7 (2.88%) Data Quality
3 6 (2.47%) QA
4 1 (0.41%) ISO/IEC 27001
System Software
1 3 (1.23%) Oracle RAC
2 1 (0.41%) Hyper-V
2 1 (0.41%) Active Directory
Systems Management
1 1 (0.41%) SCCM
1 1 (0.41%) SCOM
Vendors
1 40 (16.46%) Microsoft
2 29 (11.93%) Oracle
3 27 (11.11%) SAP
4 24 (9.88%) Teradata
5 20 (8.23%) Informatica
6 11 (4.53%) Hyperion
7 10 (4.12%) Tableau
8 3 (1.23%) Facebook
8 3 (1.23%) Twitter
8 3 (1.23%) Vertica
8 3 (1.23%) Google
8 3 (1.23%) Apple
8 3 (1.23%) Business Objects
9 2 (0.82%) Salesforce.com
10 1 (0.41%) VMware
10 1 (0.41%) Cognos
Manchester, Lancashire
Circle Recruitment
Salary: £25000 - £37000 per annum + Benefits
Posted: 6 hours ago
Liverpool, Merseyside
Mortimer Spinks
Salary: £65000 per annum + up to 30% bonus and excellent benefits
Posted: Yesterday
Accrington
Applause IT Innovation
Salary: £35000 - £42000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum +attractive benefits, 30 days holida
Posted: Yesterday
Warrington, Cheshire
Evolution Recruitment Solutions
Salary: 30,000 - 40,000 + Benefits
Posted: Yesterday
Chester
Hays IT - Uk Posting account
Salary: £35000.00 - £45000.00 per annum + Benefits Package
Posted: 2 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum attractive benefits, 30 days holiday
Posted: 2 days ago
Chester, Cheshire
Lorien Resourcing
Posted: 3 days ago
Manchester, Lancashire
Lorien Resourcing
Salary: £44000 - £51000 per annum
Posted: 3 days ago
Manchester, Lancashire
Computer People
Salary: £50000.00 - £70000.00 per annum + Excellent benefits
Posted: 3 days ago
Barrow-In-Furness, Cumbria
BAE Systems
Posted: 6 days ago
Cheadle
Computer Futures
Salary: £35000 - £40000 per annum + competitive
Posted: 6 days ago
Chester
Hays IT - Uk Posting account
Salary: £40000.00 - £45000.00 per annum + Benefits
Posted: 9 days ago
Crewe
Computer Futures
Salary: £35000 - £45000 per annum + competitive
Posted: 10 days ago
Manchester
Computer Futures
Salary: £36000 - £40000 per annum + competitive
Posted: 17 days ago
Preston
Progressive Recruitment
Salary: £28000 - £35000 per annum + competitive
Posted: 17 days ago
Manchester
Interquest - ITQ Financial - Tunbridge Wells
Salary: £46000 per annum
Posted: 20 days ago
Manchester, Lancashire
Swinton
Posted: 23 days ago
Chorley
Progressive Recruitment
Salary: £35000 - £36000 per annum + competitive
Posted: 24 days ago