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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 163 167 138
Rank change year-on-year
+4 -29
Permanent jobs citing Data Modelling 89 77 147
As % of all permanent IT jobs located in the North West 1.21% 1.13% 1.84%
As % of the Processes & Methodologies category 1.46% 1.40% 2.31%
Number of salaries quoted 77 65 136
Average salary £43,500 £45,000 £45,000
Average salary % change year-on-year
-3.33% -
90% offered a salary of more than £30,000 £25,000 £33,000
10% offered a salary of more than £60,000 £68,500 £65,000
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
6113 5485 6366
As % of all permanent IT jobs located in the North West 82.98% 80.76% 79.82%
Number of salaries quoted 5259 4570 5624
Average salary £40,000 £39,000 £37,500
Average salary % change year-on-year
+2.56% +4.00%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £62,500 £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 19 December 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 19 December 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 53 £40,000 -11.11% 5
Cheshire -21 21 £47,000 +21.29% 4
Merseyside +20 9 £61,500 +66.21% 2
Lancashire +5 6 £34,000 -47.69% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 19 December 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.

1 117 (54.93%) SQL
2 113 (53.05%) Finance
3 109 (51.17%) Business Intelligence
4 83 (38.97%) SQL Server
5 80 (37.56%) Data Warehouse
6 76 (35.68%) Agile Software Development
7 68 (31.92%) SQL Server Integration Services
8 67 (31.46%) SQL Server Reporting Services
9 64 (30.05%) SQL Server Analysis Services
10 59 (27.70%) SQL Server 2008
11 54 (25.35%) Project Management
12 50 (23.47%) Degree
13 45 (21.13%) Data Analysis
14 44 (20.66%) CRM
15 42 (19.72%) Microsoft
15 42 (19.72%) PowerPivot
15 42 (19.72%) Data Cleansing
16 41 (19.25%) ETL
16 41 (19.25%) SharePoint
17 40 (18.78%) Business Analysis
17 40 (18.78%) UML
18 35 (16.43%) Campaign Management
18 35 (16.43%) Analytical Skills
19 33 (15.49%) Analytics
20 26 (12.21%) Management Information System
20 26 (12.21%) Computer Science
21 25 (11.74%) Oracle
22 23 (10.80%) SAP
23 22 (10.33%) Teradata
23 22 (10.33%) Performance Tuning

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

For the 6 months to 19 December 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 41 (19.25%) SharePoint
2 18 (8.45%) SAS
3 3 (1.41%) BizTalk Server
3 3 (1.41%) Oracle Spatial
4 2 (0.94%) Elasticsearch
4 2 (0.94%) Oracle Workflow
5 1 (0.47%) NetWeaver
Applications
1 42 (19.72%) PowerPivot
2 15 (7.04%) MS Excel
3 6 (2.82%) MS PowerPoint
4 4 (1.88%) MS Visio
5 3 (1.41%) SPSS
6 1 (0.47%) MS Project
Business Applications
1 13 (6.10%) SAP BPC
2 12 (5.63%) SAP FI
2 12 (5.63%) SAP FI/CO
2 12 (5.63%) SAP CO
3 3 (1.41%) Dynamics CRM
3 3 (1.41%) Oracle Applications
3 3 (1.41%) SAP ERP
3 3 (1.41%) SAP MDM
4 1 (0.47%) SAP SEM
4 1 (0.47%) Dynamics AX
Cloud Services
1 1 (0.47%) Microsoft Azure
1 1 (0.47%) Amazon AWS
1 1 (0.47%) SaaS
1 1 (0.47%) PaaS
1 1 (0.47%) IaaS
Database & Business Intelligence
1 83 (38.97%) SQL Server
2 80 (37.56%) Data Warehouse
3 68 (31.92%) SQL Server Integration Services
4 67 (31.46%) SQL Server Reporting Services
5 64 (30.05%) SQL Server Analysis Services
6 59 (27.70%) SQL Server 2008
7 20 (9.39%) Data Mining
8 14 (6.57%) SAP BW
9 11 (5.16%) Oracle Database
10 10 (4.69%) SQL Server 2012
11 9 (4.23%) Relational Database
11 9 (4.23%) SAS Data Integration Studio
11 9 (4.23%) Big Data
12 8 (3.76%) SAS Enterprise Guide
13 7 (3.29%) SAP Data Services
14 6 (2.82%) MongoDB
15 5 (2.35%) Hadoop
15 5 (2.35%) RDBMS
16 4 (1.88%) OLTP
16 4 (1.88%) MySQL
Development Applications
1 7 (3.29%) ERwin
2 6 (2.82%) Oracle Forms
3 3 (1.41%) Xcode
4 2 (0.94%) JBuilder
4 2 (0.94%) Rational Rose
General
1 113 (53.05%) Finance
2 13 (6.10%) Banking
2 13 (6.10%) Manufacturing
3 11 (5.16%) Retail
3 11 (5.16%) Marketing
3 11 (5.16%) German Language
4 5 (2.35%) Legal
5 3 (1.41%) Games
6 2 (0.94%) Aerospace
7 1 (0.47%) Back Office
Job Titles
1 77 (36.15%) Analyst
2 62 (29.11%) Developer
3 54 (25.35%) Business Analyst
4 46 (21.60%) Business Intelligence Developer
5 26 (12.21%) Systems Analyst
6 19 (8.92%) Senior Developer
6 19 (8.92%) Senior Business Intelligence Developer
7 17 (7.98%) Architect
8 14 (6.57%) Business Systems Analyst
8 14 (6.57%) Consultant
9 13 (6.10%) Data Analyst
9 13 (6.10%) SAP Business Analyst
10 12 (5.63%) SAP Analyst
11 10 (4.69%) Information Manager
11 10 (4.69%) Solutions Architect
12 9 (4.23%) Delivery Manager
13 8 (3.76%) Technical Leader
13 8 (3.76%) SAS Consultant
14 6 (2.82%) VB6 Developer
14 6 (2.82%) Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 18 (8.45%) .NET
2 16 (7.51%) XML
3 10 (4.69%) HTML
4 9 (4.23%) ASP.NET
5 7 (3.29%) J2EE
6 6 (2.82%) .NET Framework
6 6 (2.82%) HTML5
7 5 (2.35%) COM
8 3 (1.41%) CSS
8 3 (1.41%) Web Services
8 3 (1.41%) Classic ASP
8 3 (1.41%) Cocoa
8 3 (1.41%) Cocoa Touch
9 2 (0.94%) JSON
9 2 (0.94%) MDX
9 2 (0.94%) WCF
9 2 (0.94%) WPF
10 1 (0.47%) ASP.NET MVC
10 1 (0.47%) ASP.NET MVC 4
10 1 (0.47%) ASP.NET MVC 3
Miscellaneous
1 35 (16.43%) Analytical Skills
2 26 (12.21%) Management Information System
2 26 (12.21%) Computer Science
3 15 (7.04%) Statistics
4 12 (5.63%) Data Integration
5 11 (5.16%) Mathematics
6 9 (4.23%) FMCG
7 6 (2.82%) Visualisation
8 5 (2.35%) Economics
8 5 (2.35%) Physics
8 5 (2.35%) Credit Risk
8 5 (2.35%) Data Extraction
9 3 (1.41%) Replication
9 3 (1.41%) Client/Server
9 3 (1.41%) GIS
9 3 (1.41%) Social Media
9 3 (1.41%) Enterprise Software
10 2 (0.94%) Data Structures
10 2 (0.94%) Algorithms
Operating Systems
1 3 (1.41%) Apple iOS
2 1 (0.47%) Windows
Processes & Methodologies
1 109 (51.17%) Business Intelligence
2 76 (35.68%) Agile Software Development
3 54 (25.35%) Project Management
4 45 (21.13%) Data Analysis
5 44 (20.66%) CRM
6 42 (19.72%) Data Cleansing
7 41 (19.25%) ETL
8 40 (18.78%) UML
8 40 (18.78%) Business Analysis
9 35 (16.43%) Campaign Management
10 33 (15.49%) Analytics
11 22 (10.33%) Performance Tuning
12 21 (9.86%) OO
13 18 (8.45%) OOD
14 17 (7.98%) User Acceptance Testing
15 16 (7.51%) Data Management
15 16 (7.51%) Data Transformation
16 15 (7.04%) Software Engineering
17 14 (6.57%) Information Management
18 13 (6.10%) Requirements Analysis
Programming Languages
1 117 (54.93%) SQL
2 11 (5.16%) Java
3 9 (4.23%) VB
4 7 (3.29%) C#
4 7 (3.29%) T-SQL
5 6 (2.82%) PL/SQL
5 6 (2.82%) JavaScript
5 6 (2.82%) VB.NET
5 6 (2.82%) VB6
6 5 (2.35%) VBA
7 4 (1.88%) PHP
8 3 (1.41%) Objective-C
9 2 (0.94%) Scala
9 2 (0.94%) R
9 2 (0.94%) Python
9 2 (0.94%) ABAP
9 2 (0.94%) C++
10 1 (0.47%) C
Qualifications
1 50 (23.47%) Degree
2 6 (2.82%) Security Cleared
3 5 (2.35%) ISEB
4 4 (1.88%) MBA
5 3 (1.41%) Microsoft Certification
6 2 (0.94%) PhD
6 2 (0.94%) NVQ Level 3
Quality Assurance & Compliance
1 14 (6.57%) SLA
2 7 (3.29%) Data Quality
3 4 (1.88%) QA
4 1 (0.47%) ISO/IEC 27001
System Software
1 3 (1.41%) Oracle RAC
Vendors
1 42 (19.72%) Microsoft
2 25 (11.74%) Oracle
3 23 (10.80%) SAP
4 22 (10.33%) Teradata
5 20 (9.39%) Informatica
6 11 (5.16%) Hyperion
7 9 (4.23%) Tableau
8 3 (1.41%) Vertica
8 3 (1.41%) Apple
9 2 (0.94%) Business Objects
10 1 (0.47%) Cognos
10 1 (0.47%) Salesforce.com
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