The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Manchester region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 153 116 128
Rank change year-on-year
-37 +12
Permanent jobs citing Data Modelling 29 67 64
As % of all permanent IT jobs located in Manchester 0.85% 1.72% 1.51%
As % of the Processes & Methodologies category 0.99% 2.08% 1.84%
Number of salaries quoted 21 62 56
Average salary £45,000 £39,500 £46,500
Average salary % change year-on-year
+13.92% -15.05%
90% offered a salary of more than £35,000 £37,000 £31,500
10% offered a salary of more than £52,500 £55,000 £65,500
UK excluding London average salary £45,000 £45,000 £45,000
Data Modelling
North West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Manchester region.

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
2922 3225 3471
As % of all permanent IT jobs located in Manchester 86.07% 82.65% 81.77%
Number of salaries quoted 2421 2616 3016
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 £26,000 £27,500
10% offered a salary of more than £60,000 £54,000 £55,500
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 Manchester

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Manchester region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Manchester

Data Modelling
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Manchester region.

Data Modelling Salary Trend in Manchester

Data Modelling
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Modelling across the Manchester region over the 3 months to 3 July 2015.

Data Modelling Salary Histogram in Manchester

Data Modelling
Job Locations in Manchester

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Manchester region over the 3 months to 3 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
Stockport -12 2 £36,000 -5.88%
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 3 July 2015, IT jobs across the Manchester 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 34 (56.67%) SQL
2 30 (50.00%) SQL Server
3 24 (40.00%) Finance
4 22 (36.67%) Microsoft
5 21 (35.00%) Business Intelligence
6 20 (33.33%) SQL Server Integration Services
7 19 (31.67%) SQL Server Reporting Services
7 19 (31.67%) SQL Server Analysis Services
8 17 (28.33%) Agile Software Development
9 16 (26.67%) Project Management
9 16 (26.67%) SQL Server 2008
9 16 (26.67%) Analytical Skills
10 15 (25.00%) UML
11 14 (23.33%) OO
11 14 (23.33%) Data Warehouse
11 14 (23.33%) Relational Database
12 13 (21.67%) Data Analysis
13 12 (20.00%) MS Excel
13 12 (20.00%) CRM
13 12 (20.00%) SharePoint
14 11 (18.33%) Java
14 11 (18.33%) PowerPivot
15 10 (16.67%) Data Cleansing
15 10 (16.67%) .NET
15 10 (16.67%) Web Services
16 9 (15.00%) SAP
16 9 (15.00%) Hadoop
17 8 (13.33%) Hortonworks
17 8 (13.33%) MapReduce
17 8 (13.33%) HDFS

Data Modelling
Top Related IT Skills in Manchester by Category

For the 6 months to 3 July 2015, IT jobs across the Manchester 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 12 (20.00%) SharePoint
2 7 (11.67%) Apache
2 7 (11.67%) Apache Pig
2 7 (11.67%) Apache Spark
3 4 (6.67%) WebSphere
3 4 (6.67%) Tomcat
4 3 (5.00%) BizTalk Server
5 1 (1.67%) SAS
5 1 (1.67%) Confluence
Applications
1 12 (20.00%) MS Excel
2 11 (18.33%) PowerPivot
3 4 (6.67%) MS Office
4 2 (3.33%) MS Visio
5 1 (1.67%) SPSS
5 1 (1.67%) MS PowerPoint
Business Applications
1 3 (5.00%) Dynamics CRM
2 2 (3.33%) Oracle EBS R12
2 2 (3.33%) SAP PP
2 2 (3.33%) Oracle EBS
2 2 (3.33%) Oracle ERP
3 1 (1.67%) Markit EDM
Cloud Services
1 3 (5.00%) Microsoft Azure
1 3 (5.00%) Amazon AWS
2 1 (1.67%) Office 365
2 1 (1.67%) Google Cloud Platform
Communications & Networking
1 1 (1.67%) Broadband
Database & Business Intelligence
1 30 (50.00%) SQL Server
2 20 (33.33%) SQL Server Integration Services
3 19 (31.67%) SQL Server Reporting Services
3 19 (31.67%) SQL Server Analysis Services
4 16 (26.67%) SQL Server 2008
5 14 (23.33%) Relational Database
5 14 (23.33%) Data Warehouse
6 9 (15.00%) Hadoop
7 8 (13.33%) Data Mining
8 7 (11.67%) Apache Hive
8 7 (11.67%) HBase
9 6 (10.00%) OLAP
10 4 (6.67%) RDBMS
11 3 (5.00%) Microsoft Power View
12 2 (3.33%) Big Data
12 2 (3.33%) Oracle ODI
12 2 (3.33%) Oracle Database
12 2 (3.33%) Oracle Database 10g
12 2 (3.33%) Essbase
12 2 (3.33%) Oracle Reports
Development Applications
1 3 (5.00%) Visual Studio
1 3 (5.00%) Team Foundation Server
2 1 (1.67%) Balsamiq Mockups
2 1 (1.67%) SQL Server Management Studio (SSMS)
2 1 (1.67%) JIRA
General
1 24 (40.00%) Finance
2 3 (5.00%) Financial Institution
3 2 (3.33%) German Language
3 2 (3.33%) Manufacturing
4 1 (1.67%) Banking
4 1 (1.67%) Billing
4 1 (1.67%) Front Office
4 1 (1.67%) Telecoms
Job Titles
1 20 (33.33%) Developer
1 20 (33.33%) Analyst
2 17 (28.33%) Business Analyst
3 11 (18.33%) Architect
4 8 (13.33%) Systems Analyst
4 8 (13.33%) Consultant
4 8 (13.33%) Business Intelligence Developer
5 7 (11.67%) Java Developer
6 6 (10.00%) Solutions Architect
7 5 (8.33%) Business Intelligence Consultant
8 4 (6.67%) Business Systems Analyst
8 4 (6.67%) Microsoft BI Consultant
8 4 (6.67%) Applications Architect
8 4 (6.67%) Microsoft Consultant
9 3 (5.00%) MI Developer
10 2 (3.33%) Business Intelligence Specialist
10 2 (3.33%) Senior Business Intelligence Consultant
10 2 (3.33%) SAP Analyst
10 2 (3.33%) Oracle Consultant
10 2 (3.33%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 10 (16.67%) .NET
1 10 (16.67%) Web Services
2 6 (10.00%) ASP.NET
3 5 (8.33%) MDX
4 4 (6.67%) WCF
4 4 (6.67%) Hibernate
4 4 (6.67%) Spring
4 4 (6.67%) SOAP
4 4 (6.67%) REST
4 4 (6.67%) J2EE
4 4 (6.67%) WebSphere MQ
5 3 (5.00%) HTML
5 3 (5.00%) CSS
6 2 (3.33%) LAMP
6 2 (3.33%) COM
6 2 (3.33%) WAMP
Miscellaneous
1 16 (26.67%) Analytical Skills
2 7 (11.67%) Statistics
3 6 (10.00%) Data Integration
4 4 (6.67%) N-Tier
5 3 (5.00%) Management Information System
5 3 (5.00%) Visualisation
5 3 (5.00%) Data Centre
6 2 (3.33%) Data Conversion
7 1 (1.67%) Hedge funds
7 1 (1.67%) Data Structures
7 1 (1.67%) FMCG
7 1 (1.67%) Computer Science
7 1 (1.67%) Credit Risk
7 1 (1.67%) Market Risk
Operating Systems
1 1 (1.67%) UNIX
Processes & Methodologies
1 21 (35.00%) Business Intelligence
2 17 (28.33%) Agile Software Development
3 16 (26.67%) Project Management
4 15 (25.00%) UML
5 14 (23.33%) OO
6 13 (21.67%) Data Analysis
7 12 (20.00%) CRM
8 10 (16.67%) Data Cleansing
9 8 (13.33%) MapReduce
9 8 (13.33%) SDLC
10 7 (11.67%) Campaign Management
10 7 (11.67%) Analytics
11 6 (10.00%) Data Architecture
11 6 (10.00%) OOD
11 6 (10.00%) ETL
11 6 (10.00%) Requirements Analysis
12 5 (8.33%) Scrum
12 5 (8.33%) ERP
13 4 (6.67%) Business Analysis
13 4 (6.67%) Unit Testing
Programming Languages
1 34 (56.67%) SQL
2 11 (18.33%) Java
3 7 (11.67%) T-SQL
3 7 (11.67%) Python
4 6 (10.00%) C#
5 3 (5.00%) JavaScript
6 2 (3.33%) VBA
7 1 (1.67%) R
7 1 (1.67%) Data Analysis Expressions (DAX)
Qualifications
1 3 (5.00%) Degree
2 1 (1.67%) Security Cleared
2 1 (1.67%) IIBA
2 1 (1.67%) CBAP
2 1 (1.67%) MBA
Quality Assurance & Compliance
1 2 (3.33%) SLA
1 2 (3.33%) Data Quality
System Software
1 8 (13.33%) HDFS
2 1 (1.67%) GPFS
Vendors
1 22 (36.67%) Microsoft
2 9 (15.00%) SAP
3 8 (13.33%) Hortonworks
4 5 (8.33%) Oracle
5 4 (6.67%) IBM
6 2 (3.33%) HP
6 2 (3.33%) Hyperion
6 2 (3.33%) Informatica
6 2 (3.33%) Cloudera
7 1 (1.67%) MapR
7 1 (1.67%) Teradata
7 1 (1.67%) Google
7 1 (1.67%) Cognizant
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