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

Location
3 months to
2 Jun 2015
Same period 2014 Same period 2013
Data Modeling
Rank 195 145 166
Rank change year-on-year
-50 +21
Permanent jobs citing Data Modelling 50 114 88
As % of all permanent IT jobs located in the North West 0.83% 1.68% 1.23%
As % of the Processes & Methodologies category 0.97% 2.04% 1.51%
Number of salaries quoted 37 105 76
Average salary £42,500 £42,500 £45,000
Average salary % change year-on-year
- -5.55%
90% offered a salary of more than £31,300 £35,800 £31,500
10% offered a salary of more than £51,800 £55,000 £65,000
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
5162 5589 5832
As % of all permanent IT jobs located in the North West 85.52% 82.57% 81.38%
Number of salaries quoted 4152 4504 4927
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 £26,500 £26,000
10% offered a salary of more than £58,000 £55,500 £55,000
UK excluding London average salary £44,485 £42,500 £40,000
% change year-on-year
+4.66% +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 2 June 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 2 June 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 -37 21 £49,250 +15.88% 11
Cheshire -10 19 £40,000 -11.11% 4
Merseyside +5 6 £35,750 -10.62%
Lancashire -12 4 £30,969 +54.84% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 2 June 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 68 (60.18%) SQL
2 49 (43.36%) SQL Server
3 47 (41.59%) Finance
4 43 (38.05%) Business Intelligence
5 42 (37.17%) Data Warehouse
6 41 (36.28%) SQL Server Integration Services
7 35 (30.97%) Analytical Skills
8 32 (28.32%) SQL Server Reporting Services
9 31 (27.43%) SQL Server Analysis Services
9 31 (27.43%) Agile Software Development
10 28 (24.78%) SQL Server 2008
11 26 (23.01%) Microsoft
11 26 (23.01%) Java
12 25 (22.12%) UML
12 25 (22.12%) ETL
13 21 (18.58%) Relational Database
14 20 (17.70%) SharePoint
14 20 (17.70%) OO
15 16 (14.16%) Data Analysis
16 15 (13.27%) Business Analysis
16 15 (13.27%) SAP
16 15 (13.27%) Oracle
17 14 (12.39%) T-SQL
17 14 (12.39%) Data Cleansing
18 13 (11.50%) Degree
18 13 (11.50%) UNIX
18 13 (11.50%) CRM
19 12 (10.62%) Migration
19 12 (10.62%) Data Architecture
19 12 (10.62%) Performance Tuning

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

For the 6 months to 2 June 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 20 (17.70%) SharePoint
2 7 (6.19%) Apache Pig
2 7 (6.19%) Apache
2 7 (6.19%) Apache Spark
3 6 (5.31%) BizTalk Server
4 5 (4.42%) SAS
5 3 (2.65%) WebSphere
5 3 (2.65%) Tomcat
Applications
1 12 (10.62%) PowerPivot
2 10 (8.85%) MS Excel
3 1 (0.88%) MS PowerPoint
3 1 (0.88%) SPSS
3 1 (0.88%) MS Visio
3 1 (0.88%) MS Office
Business Applications
1 2 (1.77%) Oracle ERP
1 2 (1.77%) Oracle EBS
1 2 (1.77%) SAP PP
1 2 (1.77%) Oracle EBS R12
2 1 (0.88%) Markit EDM
2 1 (0.88%) IntelliMatch
2 1 (0.88%) SAP ERP
Cloud Services
1 6 (5.31%) Microsoft Azure
1 6 (5.31%) Amazon AWS
Communications & Networking
1 3 (2.65%) Network Security
Database & Business Intelligence
1 49 (43.36%) SQL Server
2 42 (37.17%) Data Warehouse
3 41 (36.28%) SQL Server Integration Services
4 32 (28.32%) SQL Server Reporting Services
5 31 (27.43%) SQL Server Analysis Services
6 28 (24.78%) SQL Server 2008
7 21 (18.58%) Relational Database
8 10 (8.85%) Hadoop
9 9 (7.96%) OLAP
9 9 (7.96%) RDBMS
10 7 (6.19%) Apache Hive
10 7 (6.19%) HBase
10 7 (6.19%) Data Mining
10 7 (6.19%) BusinessObjects
11 6 (5.31%) Big Data
12 5 (4.42%) Oracle Reports
12 5 (4.42%) DTS
13 3 (2.65%) WhereScape RED
13 3 (2.65%) NoSQL
13 3 (2.65%) Oracle Database
Development Applications
1 4 (3.54%) Talend Open Studio
2 1 (0.88%) SQL Server Management Studio (SSMS)
2 1 (0.88%) Visual Studio
General
1 47 (41.59%) Finance
2 9 (7.96%) Banking
3 7 (6.19%) Financial Institution
4 4 (3.54%) Back Office
5 2 (1.77%) Manufacturing
5 2 (1.77%) Retail
5 2 (1.77%) German Language
6 1 (0.88%) Front Office
Job Titles
1 37 (32.74%) Developer
2 34 (30.09%) Analyst
3 22 (19.47%) Business Analyst
4 19 (16.81%) Architect
4 19 (16.81%) Business Intelligence Developer
5 15 (13.27%) Systems Analyst
6 14 (12.39%) Solutions Architect
7 9 (7.96%) Business Systems Analyst
8 7 (6.19%) Java Developer
8 7 (6.19%) Consultant
9 6 (5.31%) Software Engineer
9 6 (5.31%) Java Software Engineer
10 5 (4.42%) Business Intelligence Specialist
10 5 (4.42%) Data Analyst
10 5 (4.42%) Lead Developer
10 5 (4.42%) SQL Data Analyst
11 4 (3.54%) Business Intelligence Consultant
11 4 (3.54%) SQL Developer
11 4 (3.54%) ETL Developer
11 4 (3.54%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 11 (9.73%) J2EE
2 10 (8.85%) .NET
2 10 (8.85%) Web Services
3 9 (7.96%) XML
4 7 (6.19%) ASP.NET
5 6 (5.31%) RESTful
5 6 (5.31%) JAX-RS
6 5 (4.42%) MDX
7 3 (2.65%) REST
7 3 (2.65%) Spring
7 3 (2.65%) WCF
7 3 (2.65%) WebSphere MQ
7 3 (2.65%) SOAP
7 3 (2.65%) Hibernate
8 2 (1.77%) COM
Miscellaneous
1 35 (30.97%) Analytical Skills
2 9 (7.96%) Data Integration
2 9 (7.96%) Management Information System
3 8 (7.08%) Statistics
4 6 (5.31%) Data Centre
5 5 (4.42%) Data Structures
6 4 (3.54%) Mathematics
7 3 (2.65%) N-Tier
7 3 (2.65%) Replication
8 2 (1.77%) Data Conversion
9 1 (0.88%) Hedge funds
9 1 (0.88%) Computer Science
9 1 (0.88%) FMCG
9 1 (0.88%) Credit Risk
9 1 (0.88%) Market Risk
9 1 (0.88%) NHS
9 1 (0.88%) Client/Server
Operating Systems
1 13 (11.50%) UNIX
2 11 (9.73%) Linux
Processes & Methodologies
1 43 (38.05%) Business Intelligence
2 31 (27.43%) Agile Software Development
3 25 (22.12%) UML
3 25 (22.12%) ETL
4 20 (17.70%) OO
5 16 (14.16%) Data Analysis
6 15 (13.27%) Business Analysis
7 14 (12.39%) Data Cleansing
8 13 (11.50%) CRM
9 12 (10.62%) Migration
9 12 (10.62%) Data Architecture
9 12 (10.62%) Performance Tuning
10 11 (9.73%) Campaign Management
10 11 (9.73%) Software Engineering
10 11 (9.73%) Project Management
11 10 (8.85%) Requirements Analysis
11 10 (8.85%) Analytics
12 9 (7.96%) Multithreading
12 9 (7.96%) ERP
13 8 (7.08%) OOD
Programming Languages
1 68 (60.18%) SQL
2 26 (23.01%) Java
3 14 (12.39%) T-SQL
4 7 (6.19%) Python
5 6 (5.31%) C#
6 3 (2.65%) PHP
7 2 (1.77%) C
8 1 (0.88%) R
8 1 (0.88%) JavaScript
8 1 (0.88%) VBScript
8 1 (0.88%) VB.NET
8 1 (0.88%) VBA
Qualifications
1 13 (11.50%) Degree
2 3 (2.65%) Security Cleared
2 3 (2.65%) ISEB
3 1 (0.88%) IIBA
3 1 (0.88%) CBAP
3 1 (0.88%) SC Cleared
3 1 (0.88%) MBA
Quality Assurance & Compliance
1 7 (6.19%) SLA
2 1 (0.88%) Data Quality
2 1 (0.88%) QA
System Software
1 8 (7.08%) HDFS
2 1 (0.88%) GPFS
Vendors
1 26 (23.01%) Microsoft
2 15 (13.27%) SAP
2 15 (13.27%) Oracle
3 8 (7.08%) Teradata
3 8 (7.08%) Business Objects
3 8 (7.08%) Hortonworks
4 5 (4.42%) Informatica
4 5 (4.42%) HP
4 5 (4.42%) Ab Initio
5 4 (3.54%) Cognos
5 4 (3.54%) Talend
6 3 (2.65%) IBM
6 3 (2.65%) MicroStrategy
7 2 (1.77%) Hyperion
7 2 (1.77%) Vertica
7 2 (1.77%) Tableau
8 1 (0.88%) Fiserv
8 1 (0.88%) MapR
8 1 (0.88%) Cloudera
8 1 (0.88%) Dundas
Altrincham, Cheshire
Applause IT Innovation
Salary: £25000 - £32000 per annum + bens
Posted: 16 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 18 hours ago
Warrington, Cheshire
Circle Recruitment
Salary: £40000 - £45000 per annum + benefits
Posted: 3 days ago
Manchester, Lancashire
Access Computer Consulting Plc
Salary: Benefits
Posted: 4 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £50000 - £55000 per annum + Benefits
Posted: 4 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 6 days ago
Stockport
Capita - ITIN
Salary: £65000.00 per annum
Posted: 7 days ago
Manchester
Williams and Glyn
Posted: 10 days ago
Manchester, Lancashire
Accenture
Salary: From £25,000 to £42,000 per annum
Posted: 12 days ago
Warrington
Hays IT - Uk Posting account
Salary: £33000.00 - £42000.00 per annum + Benefits, Generous Holiday
Posted: 14 days ago
Blackburn
Applause IT Innovation
Salary: £35000 - £42000 per annum + Benefits
Posted: 17 days ago
Stockport
Capita - ITIN
Salary: £35000.00 - £37000.00 per annum
Posted: 17 days ago
Warrington
Hays IT - Uk Posting account
Salary: £32000.00 - £42000.00 per annum
Posted: 18 days ago
North West
Cognizant
Posted: 19 days ago
Altrincham
Computer Futures
Salary: £39999 - £50000 per annum + competitive
Posted: 20 days ago