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

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 146 125 128
Rank change year-on-year
-21 +3
Permanent jobs citing Data Modelling 34 67 61
As % of all permanent IT jobs located in Manchester 0.95% 1.67% 1.48%
As % of the Processes & Methodologies category 1.09% 2.01% 1.84%
Number of salaries quoted 23 59 58
Average salary £45,000 £39,000 £51,250
Average salary % change year-on-year
+15.38% -23.90%
90% offered a salary of more than £35,000 £35,000 £31,500
10% offered a salary of more than £63,000 £52,600 £65,300
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
3123 3330 3313
As % of all permanent IT jobs located in Manchester 87.16% 83.23% 80.51%
Number of salaries quoted 2586 2693 2850
Average salary £42,000 £40,000 £37,500
Average salary % change year-on-year
+5.00% +6.66%
90% offered a salary of more than £28,500 £26,000 £27,500
10% offered a salary of more than £60,000 £55,000 £55,200
UK excluding London average salary £44,500 £42,500 £40,995
% change year-on-year
+4.70% +3.67%

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 29 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 29 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 -7 2 £36,000 -5.88%
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 29 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 (54.84%) SQL
2 25 (40.32%) Finance
3 23 (37.10%) SQL Server
4 22 (35.48%) Microsoft
5 19 (30.65%) Project Management
5 19 (30.65%) Business Intelligence
6 17 (27.42%) UML
7 16 (25.81%) Analytical Skills
8 15 (24.19%) Data Warehouse
9 14 (22.58%) OO
9 14 (22.58%) Java
9 14 (22.58%) SQL Server Integration Services
10 13 (20.97%) SQL Server Reporting Services
10 13 (20.97%) MS Excel
10 13 (20.97%) Relational Database
10 13 (20.97%) SQL Server Analysis Services
10 13 (20.97%) Hadoop
11 12 (19.35%) MapReduce
11 12 (19.35%) Hortonworks
11 12 (19.35%) HDFS
12 11 (17.74%) Analytics
12 11 (17.74%) Apache Pig
12 11 (17.74%) Apache Hive
12 11 (17.74%) Data Integration
12 11 (17.74%) Agile Software Development
13 10 (16.13%) SQL Server 2008
14 9 (14.52%) Data Architecture
14 9 (14.52%) SDLC
14 9 (14.52%) Data Management
14 9 (14.52%) SAP

Data Modelling
Top Related IT Skills in Manchester by Category

For the 6 months to 29 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 11 (17.74%) Apache Pig
2 7 (11.29%) Apache Spark
2 7 (11.29%) Apache
3 4 (6.45%) Tomcat
3 4 (6.45%) SharePoint
3 4 (6.45%) WebSphere
4 2 (3.23%) Confluence
5 1 (1.61%) SAS
5 1 (1.61%) BizTalk Server
Applications
1 13 (20.97%) MS Excel
2 6 (9.68%) PowerPivot
3 5 (8.06%) MS Office
4 2 (3.23%) MS Visio
5 1 (1.61%) SPSS
5 1 (1.61%) MS PowerPoint
Business Applications
1 4 (6.45%) Dynamics CRM
2 2 (3.23%) Oracle EBS R12
2 2 (3.23%) SAP PP
2 2 (3.23%) Oracle EBS
2 2 (3.23%) Oracle ERP
3 1 (1.61%) Markit EDM
Cloud Services
1 2 (3.23%) Office 365
2 1 (1.61%) Google Cloud Platform
2 1 (1.61%) Microsoft Azure
2 1 (1.61%) Amazon AWS
Communications & Networking
1 1 (1.61%) Broadband
Database & Business Intelligence
1 23 (37.10%) SQL Server
2 15 (24.19%) Data Warehouse
3 14 (22.58%) SQL Server Integration Services
4 13 (20.97%) SQL Server Reporting Services
4 13 (20.97%) SQL Server Analysis Services
4 13 (20.97%) Hadoop
4 13 (20.97%) Relational Database
5 11 (17.74%) Apache Hive
6 10 (16.13%) SQL Server 2008
7 7 (11.29%) HBase
8 6 (9.68%) Big Data
9 5 (8.06%) NoSQL
9 5 (8.06%) OLAP
10 4 (6.45%) DB2
10 4 (6.45%) Data Mining
10 4 (6.45%) RDBMS
10 4 (6.45%) DataStage
10 4 (6.45%) Microsoft Power View
11 2 (3.23%) Oracle ODI
11 2 (3.23%) Oracle Database
Development Applications
1 4 (6.45%) Visual Studio
2 3 (4.84%) Team Foundation Server
3 2 (3.23%) Balsamiq Mockups
3 2 (3.23%) JIRA
4 1 (1.61%) SQL Server Management Studio (SSMS)
General
1 25 (40.32%) Finance
2 5 (8.06%) Banking
3 3 (4.84%) Financial Institution
4 2 (3.23%) Manufacturing
4 2 (3.23%) German Language
5 1 (1.61%) Front Office
5 1 (1.61%) Telecoms
5 1 (1.61%) Retail
5 1 (1.61%) Billing
5 1 (1.61%) Retail Banking
Job Titles
1 21 (33.87%) Analyst
2 18 (29.03%) Business Analyst
3 16 (25.81%) Architect
3 16 (25.81%) Developer
4 8 (12.90%) Systems Analyst
5 7 (11.29%) Consultant
5 7 (11.29%) Java Developer
6 5 (8.06%) Data Architect
6 5 (8.06%) Big Data Architect
7 4 (6.45%) Business Intelligence Consultant
7 4 (6.45%) Solutions Architect
7 4 (6.45%) Applications Architect
8 3 (4.84%) Technical Business Analyst
8 3 (4.84%) Microsoft Consultant
8 3 (4.84%) Business Intelligence Developer
8 3 (4.84%) Business Systems Analyst
8 3 (4.84%) MI Developer
8 3 (4.84%) Senior Architect
8 3 (4.84%) Microsoft BI Consultant
9 2 (3.23%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 8 (12.90%) .NET
1 8 (12.90%) Web Services
2 5 (8.06%) MDX
3 4 (6.45%) WCF
3 4 (6.45%) Hibernate
3 4 (6.45%) Spring
3 4 (6.45%) SOAP
3 4 (6.45%) REST
3 4 (6.45%) WebSphere MQ
3 4 (6.45%) J2EE
3 4 (6.45%) ASP.NET
4 3 (4.84%) HTML
4 3 (4.84%) CSS
5 2 (3.23%) LAMP
5 2 (3.23%) COM
5 2 (3.23%) WAMP
Miscellaneous
1 16 (25.81%) Analytical Skills
2 11 (17.74%) Data Integration
3 7 (11.29%) Management Information System
3 7 (11.29%) Statistics
4 5 (8.06%) Computer Science
5 4 (6.45%) N-Tier
5 4 (6.45%) Visualisation
6 2 (3.23%) Data Conversion
7 1 (1.61%) FMCG
7 1 (1.61%) Credit Risk
7 1 (1.61%) Market Risk
7 1 (1.61%) Hedge funds
7 1 (1.61%) Data Structures
7 1 (1.61%) Data Centre
Operating Systems
1 1 (1.61%) UNIX
Processes & Methodologies
1 19 (30.65%) Project Management
1 19 (30.65%) Business Intelligence
2 17 (27.42%) UML
3 14 (22.58%) OO
4 12 (19.35%) MapReduce
5 11 (17.74%) Analytics
5 11 (17.74%) Agile Software Development
6 9 (14.52%) Data Management
6 9 (14.52%) Data Architecture
6 9 (14.52%) SDLC
7 8 (12.90%) Data Governance
7 8 (12.90%) Logical Data Model
7 8 (12.90%) ETL
8 7 (11.29%) Data Analysis
8 7 (11.29%) Requirements Analysis
8 7 (11.29%) CRM
9 6 (9.68%) OOD
9 6 (9.68%) Scrum
10 5 (8.06%) Stakeholder Management
10 5 (8.06%) Information Management
Programming Languages
1 34 (54.84%) SQL
2 14 (22.58%) Java
3 8 (12.90%) T-SQL
4 7 (11.29%) Python
5 5 (8.06%) C#
6 3 (4.84%) JavaScript
7 2 (3.23%) VBA
7 2 (3.23%) Data Analysis Expressions (DAX)
8 1 (1.61%) R
Qualifications
1 7 (11.29%) Degree
2 4 (6.45%) Security Cleared
3 3 (4.84%) SC Cleared
4 1 (1.61%) IIBA
4 1 (1.61%) CBAP
4 1 (1.61%) MBA
Quality Assurance & Compliance
1 2 (3.23%) SLA
1 2 (3.23%) Data Quality
System Software
1 12 (19.35%) HDFS
2 5 (8.06%) GPFS
Systems Management
1 4 (6.45%) Oozie
1 4 (6.45%) Hadoop YARN
Vendors
1 22 (35.48%) Microsoft
2 12 (19.35%) Hortonworks
3 9 (14.52%) SAP
3 9 (14.52%) IBM
4 6 (9.68%) Informatica
4 6 (9.68%) Cloudera
4 6 (9.68%) Teradata
5 5 (8.06%) MapR
6 4 (6.45%) Netezza
6 4 (6.45%) Twitter
6 4 (6.45%) Apple
6 4 (6.45%) Ab Initio
6 4 (6.45%) Cognos
7 3 (4.84%) Oracle
8 2 (3.23%) HP
8 2 (3.23%) Hyperion
9 1 (1.61%) Cognizant
9 1 (1.61%) Embarcadero
9 1 (1.61%) Google
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