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 6 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
6 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 193 139 160
Rank change year-on-year
-54 +21
Permanent jobs citing Data Modelling 58 115 102
As % of all permanent IT jobs located in the North West 0.91% 1.65% 1.38%
As % of the Processes & Methodologies category 1.06% 2.00% 1.70%
Number of salaries quoted 46 103 91
Average salary £42,500 £39,000 £47,500
Average salary % change year-on-year
+8.97% -17.89%
90% offered a salary of more than £35,000 £32,500 £31,500
10% offered a salary of more than £52,500 £55,000 £66,000
UK excluding London average salary £45,500 £45,000 £45,000
% change year-on-year
+1.11% -
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
5473 5762 5994
As % of all permanent IT jobs located in the North West 85.78% 82.64% 81.01%
Number of salaries quoted 4423 4582 5130
Average salary £40,000 £40,000 £37,500
Average salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £27,000 £26,500
10% offered a salary of more than £60,000 £55,500 £57,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 6 July 2015.

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 6 July 2015. 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 -34 29 £45,000 +13.92% 9
Cheshire -15 20 £40,000 -7.51% 1
Merseyside +7 6 £51,250 +113.54% 1
Lancashire -3 3 £47,500 - 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 6 July 2015, 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 73 (62.93%) SQL
2 48 (41.38%) SQL Server
3 46 (39.66%) Business Intelligence
4 45 (38.79%) Data Warehouse
5 44 (37.93%) Finance
6 42 (36.21%) SQL Server Integration Services
7 36 (31.03%) Analytical Skills
8 34 (29.31%) SQL Server Reporting Services
9 31 (26.72%) SQL Server Analysis Services
10 29 (25.00%) Microsoft
11 26 (22.41%) ETL
12 25 (21.55%) Agile Software Development
13 24 (20.69%) Java
14 23 (19.83%) UML
14 23 (19.83%) Relational Database
15 22 (18.97%) SQL Server 2008
16 21 (18.10%) T-SQL
17 20 (17.24%) OO
18 18 (15.52%) Project Management
19 17 (14.66%) SAP
20 16 (13.79%) MS Excel
21 14 (12.07%) Business Analysis
21 14 (12.07%) Data Analysis
21 14 (12.07%) Analytics
22 13 (11.21%) UNIX
22 13 (11.21%) Oracle
22 13 (11.21%) SharePoint
23 12 (10.34%) Web Services
23 12 (10.34%) Requirements Analysis
24 11 (9.48%) Degree

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

For the 6 months to 6 July 2015, 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 13 (11.21%) SharePoint
2 7 (6.03%) Apache
2 7 (6.03%) Apache Pig
2 7 (6.03%) Apache Spark
3 4 (3.45%) WebSphere
3 4 (3.45%) Tomcat
3 4 (3.45%) SAS
4 3 (2.59%) BizTalk Server
5 1 (0.86%) Confluence
5 1 (0.86%) JBoss
Applications
1 16 (13.79%) MS Excel
2 10 (8.62%) PowerPivot
3 5 (4.31%) MS Office
4 3 (2.59%) MS Visio
5 1 (0.86%) SPSS
5 1 (0.86%) MS PowerPoint
Business Applications
1 3 (2.59%) Dynamics CRM
2 2 (1.72%) SAP PP
2 2 (1.72%) Oracle EBS
2 2 (1.72%) Oracle ERP
2 2 (1.72%) Oracle EBS R12
3 1 (0.86%) Markit EDM
3 1 (0.86%) IntelliMatch
3 1 (0.86%) SAP ERP
Cloud Services
1 3 (2.59%) Microsoft Azure
1 3 (2.59%) Amazon AWS
2 1 (0.86%) Office 365
2 1 (0.86%) Google Cloud Platform
Communications & Networking
1 3 (2.59%) Network Security
2 1 (0.86%) Broadband
Database & Business Intelligence
1 48 (41.38%) SQL Server
2 45 (38.79%) Data Warehouse
3 42 (36.21%) SQL Server Integration Services
4 34 (29.31%) SQL Server Reporting Services
5 31 (26.72%) SQL Server Analysis Services
6 23 (19.83%) Relational Database
7 22 (18.97%) SQL Server 2008
8 10 (8.62%) Hadoop
8 10 (8.62%) RDBMS
9 9 (7.76%) BusinessObjects
10 8 (6.90%) OLAP
11 7 (6.03%) Oracle Reports
11 7 (6.03%) Data Mining
11 7 (6.03%) Apache Hive
11 7 (6.03%) HBase
12 6 (5.17%) Big Data
13 5 (4.31%) DTS
13 5 (4.31%) Oracle BI EE
14 3 (2.59%) Oracle Database
14 3 (2.59%) Microsoft Analysis Services
Development Applications
1 5 (4.31%) Visual Studio
2 4 (3.45%) Talend Open Studio
3 3 (2.59%) Team Foundation Server
4 1 (0.86%) Balsamiq Mockups
4 1 (0.86%) SQL Server Management Studio (SSMS)
4 1 (0.86%) Eclipse
4 1 (0.86%) JIRA
General
1 44 (37.93%) Finance
2 8 (6.90%) Banking
3 7 (6.03%) Financial Institution
4 2 (1.72%) Back Office
4 2 (1.72%) Manufacturing
4 2 (1.72%) German Language
5 1 (0.86%) Retail
5 1 (0.86%) Billing
5 1 (0.86%) Telecoms
5 1 (0.86%) Front Office
Job Titles
1 41 (35.34%) Developer
2 36 (31.03%) Analyst
3 22 (18.97%) Business Analyst
4 17 (14.66%) Architect
4 17 (14.66%) Business Intelligence Developer
5 14 (12.07%) Systems Analyst
6 11 (9.48%) Solutions Architect
7 8 (6.90%) Consultant
8 7 (6.03%) Java Developer
8 7 (6.03%) SQL Developer
9 6 (5.17%) Java Software Engineer
9 6 (5.17%) Business Systems Analyst
9 6 (5.17%) Software Engineer
10 5 (4.31%) Business Intelligence Consultant
10 5 (4.31%) Data Analyst
10 5 (4.31%) Microstrategy Developer
10 5 (4.31%) Business Intelligence Specialist
10 5 (4.31%) SQL Data Analyst
11 4 (3.45%) Microsoft BI Consultant
11 4 (3.45%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 12 (10.34%) Web Services
2 11 (9.48%) .NET
3 9 (7.76%) J2EE
4 7 (6.03%) ASP.NET
5 6 (5.17%) XML
5 6 (5.17%) MDX
5 6 (5.17%) RESTful
5 6 (5.17%) JAX-RS
6 4 (3.45%) SOAP
6 4 (3.45%) REST
6 4 (3.45%) WCF
6 4 (3.45%) Hibernate
6 4 (3.45%) Spring
6 4 (3.45%) WebSphere MQ
7 3 (2.59%) HTML
7 3 (2.59%) CSS
8 2 (1.72%) WAMP
8 2 (1.72%) LAMP
8 2 (1.72%) COM
Miscellaneous
1 36 (31.03%) Analytical Skills
2 9 (7.76%) Management Information System
3 8 (6.90%) Statistics
4 6 (5.17%) Data Integration
5 5 (4.31%) Data Structures
6 4 (3.45%) N-Tier
7 3 (2.59%) Data Centre
7 3 (2.59%) Visualisation
8 2 (1.72%) Data Conversion
8 2 (1.72%) Replication
8 2 (1.72%) Mathematics
9 1 (0.86%) Computer Science
9 1 (0.86%) Credit Risk
9 1 (0.86%) Market Risk
9 1 (0.86%) NHS
9 1 (0.86%) Client/Server
9 1 (0.86%) FMCG
9 1 (0.86%) Hedge funds
Operating Systems
1 13 (11.21%) UNIX
2 11 (9.48%) Linux
3 1 (0.86%) Red Hat Enterprise Linux
Processes & Methodologies
1 46 (39.66%) Business Intelligence
2 26 (22.41%) ETL
3 25 (21.55%) Agile Software Development
4 23 (19.83%) UML
5 20 (17.24%) OO
6 18 (15.52%) Project Management
7 14 (12.07%) Data Analysis
7 14 (12.07%) Business Analysis
7 14 (12.07%) Analytics
8 12 (10.34%) Requirements Analysis
9 11 (9.48%) CRM
9 11 (9.48%) Performance Tuning
10 10 (8.62%) Software Engineering
10 10 (8.62%) Multithreading
11 9 (7.76%) Data Cleansing
11 9 (7.76%) Data Architecture
11 9 (7.76%) Migration
12 8 (6.90%) MapReduce
12 8 (6.90%) SDLC
13 7 (6.03%) Data Transformation
Programming Languages
1 73 (62.93%) SQL
2 24 (20.69%) Java
3 21 (18.10%) T-SQL
4 7 (6.03%) Python
5 6 (5.17%) C#
6 4 (3.45%) JavaScript
7 3 (2.59%) VBA
8 1 (0.86%) PHP
8 1 (0.86%) VBScript
8 1 (0.86%) VB.NET
8 1 (0.86%) R
8 1 (0.86%) Data Analysis Expressions (DAX)
Qualifications
1 11 (9.48%) Degree
2 3 (2.59%) ISEB
2 3 (2.59%) Security Cleared
3 1 (0.86%) IIBA
3 1 (0.86%) CBAP
3 1 (0.86%) MBA
3 1 (0.86%) SC Cleared
Quality Assurance & Compliance
1 7 (6.03%) SLA
2 3 (2.59%) Data Quality
3 1 (0.86%) QA
System Software
1 8 (6.90%) HDFS
2 1 (0.86%) GPFS
Vendors
1 29 (25.00%) Microsoft
2 17 (14.66%) SAP
3 13 (11.21%) Oracle
4 10 (8.62%) Business Objects
5 9 (7.76%) Teradata
6 8 (6.90%) Hortonworks
7 7 (6.03%) Ab Initio
8 6 (5.17%) Cognos
9 5 (4.31%) HP
9 5 (4.31%) Informatica
9 5 (4.31%) MicroStrategy
10 4 (3.45%) IBM
10 4 (3.45%) Talend
11 2 (1.72%) Cloudera
11 2 (1.72%) Tableau
11 2 (1.72%) Hyperion
12 1 (0.86%) Google
12 1 (0.86%) Dundas
12 1 (0.86%) Fiserv
12 1 (0.86%) Cognizant
Manchester, Lancashire
IBM
Posted: 3 days ago
Liverpool, Merseyside
Mouchel Infrastructure Services
Salary: From £14,000 to £16,000 per annum depending on experience
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 4 days ago
Cheshire
Opus IT Consulting
Salary: £20000.00 - £22000.00 per annum + Benefits
Posted: 4 days ago
Altrincham, Cheshire
Applause IT Innovation
Salary: £25000 - £32000 per annum + bens
Posted: 4 days ago
Preston, Lancashire
Applause IT Innovation
Salary: £40000 - £50000 per annum + bens
Posted: 4 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 5 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 6 days ago
Manchester, Lancashire
Sopra Steria Recruitment
Salary: From £45,000 to £55,000 per annum
Posted: 11 days ago
Manchester
Applause IT Innovation
Salary: £25000 - £35000 per annum + Fantastic Training + Benefits
Posted: 14 days ago
Blackburn
Applause IT Innovation
Salary: £38000 - £45000 per annum +
Posted: 24 days ago