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

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Data Modeling
Rank 176 146 153
Rank change year-on-year
-30 +7
Permanent jobs citing Data Modelling 79 109 85
As % of all permanent IT jobs located in the North West 1.17% 1.48% 1.25%
As % of the Processes & Methodologies category 1.37% 1.77% 1.57%
Number of salaries quoted 67 87 82
Average salary £43,596 £40,000 £48,000
Average salary % change year-on-year
+8.98% -16.66%
90% offered a salary of more than £30,459 £32,500 £35,000
10% offered a salary of more than £59,000 £55,300 £66,000
UK excluding London average salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -
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
5783 6159 5426
As % of all permanent IT jobs located in the North West 86.01% 83.58% 79.94%
Number of salaries quoted 4813 4927 4607
Average salary £42,000 £40,000 £38,000
Average salary % change year-on-year
+5.00% +5.26%
90% offered a salary of more than £28,000 £27,500 £26,750
10% offered a salary of more than £60,000 £55,000 £57,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 4 September 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 4 September 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 -1 47 £52,500 +34.61% 10
Lancashire +16 17 £30,459 -45.48% 1
Cheshire -31 14 £45,000 +9.75%
Merseyside -1 1 £66,500 +68.35% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 4 September 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 78 (58.21%) SQL
2 59 (44.03%) Data Warehouse
3 57 (42.54%) Business Intelligence
4 50 (37.31%) Microsoft
4 50 (37.31%) SQL Server
5 45 (33.58%) Finance
6 36 (26.87%) SQL Server Integration Services
6 36 (26.87%) Analytical Skills
7 35 (26.12%) ETL
8 34 (25.37%) SQL Server Reporting Services
9 32 (23.88%) UML
10 31 (23.13%) Data Management
10 31 (23.13%) SQL Server Analysis Services
11 30 (22.39%) Relational Database
12 28 (20.90%) Project Management
13 24 (17.91%) Agile Software Development
13 24 (17.91%) T-SQL
14 21 (15.67%) Java
15 20 (14.93%) Teradata
16 19 (14.18%) SharePoint
16 19 (14.18%) Team Foundation Server
16 19 (14.18%) Analytics
16 19 (14.18%) Logical Data Model
17 18 (13.43%) SQL Server 2008
17 18 (13.43%) Management Information System
18 16 (11.94%) Stakeholder Management
18 16 (11.94%) .NET
19 15 (11.19%) SAP
19 15 (11.19%) MS Excel
19 15 (11.19%) Subversion

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

For the 6 months to 4 September 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 19 (14.18%) SharePoint
2 12 (8.96%) Apache Pig
3 7 (5.22%) Apache Spark
3 7 (5.22%) Apache
3 7 (5.22%) Confluence
4 5 (3.73%) SharePoint 2010
5 4 (2.99%) WebSphere
5 4 (2.99%) Tomcat
6 3 (2.24%) SAS
7 1 (0.75%) JBoss
Applications
1 15 (11.19%) MS Excel
1 15 (11.19%) PowerPivot
2 11 (8.21%) MS Office
3 3 (2.24%) MS Visio
4 1 (0.75%) SPSS
Business Applications
1 9 (6.72%) Dynamics CRM
2 2 (1.49%) SAP PP
3 1 (0.75%) Oracle EBS
3 1 (0.75%) Oracle ERP
3 1 (0.75%) Oracle EBS R12
3 1 (0.75%) Markit EDM
Cloud Services
1 2 (1.49%) Office 365
2 1 (0.75%) Google Cloud Platform
Communications & Networking
1 5 (3.73%) Broadband
2 3 (2.24%) Network Security
Database & Business Intelligence
1 59 (44.03%) Data Warehouse
2 50 (37.31%) SQL Server
3 36 (26.87%) SQL Server Integration Services
4 34 (25.37%) SQL Server Reporting Services
5 31 (23.13%) SQL Server Analysis Services
6 30 (22.39%) Relational Database
7 18 (13.43%) SQL Server 2008
8 15 (11.19%) Hadoop
9 14 (10.45%) RDBMS
9 14 (10.45%) Microsoft Power View
10 12 (8.96%) Apache Hive
11 11 (8.21%) Big Data
12 9 (6.72%) BusinessObjects
13 7 (5.22%) HBase
14 6 (4.48%) DataStage
14 6 (4.48%) Oracle Reports
14 6 (4.48%) IBM InfoSphere
14 6 (4.48%) NoSQL
15 5 (3.73%) DB2
15 5 (3.73%) SQL Server 2012
Development Applications
1 19 (14.18%) Team Foundation Server
2 15 (11.19%) Subversion
3 11 (8.21%) Visual Studio
4 10 (7.46%) Git (software)
5 7 (5.22%) Balsamiq Mockups
5 7 (5.22%) JIRA
6 1 (0.75%) Talend Open Studio
6 1 (0.75%) Eclipse
6 1 (0.75%) SQL Server Management Studio (SSMS)
General
1 45 (33.58%) Finance
2 13 (9.70%) Banking
3 5 (3.73%) Retail
3 5 (3.73%) Billing
3 5 (3.73%) Retail Banking
3 5 (3.73%) Financial Institution
3 5 (3.73%) Telecoms
4 2 (1.49%) Manufacturing
4 2 (1.49%) German Language
5 1 (0.75%) Front Office
Job Titles
1 48 (35.82%) Developer
2 45 (33.58%) Analyst
3 29 (21.64%) Business Analyst
4 21 (15.67%) Architect
5 13 (9.70%) Systems Analyst
5 13 (9.70%) Business Intelligence Developer
6 11 (8.21%) Senior Analyst
7 10 (7.46%) Data Warehouse Developer
8 8 (5.97%) Technical Analyst
8 8 (5.97%) Technical Business Analyst
9 7 (5.22%) Java Developer
9 7 (5.22%) SQL Developer
10 6 (4.48%) Business Systems Analyst
10 6 (4.48%) Data Architect
10 6 (4.48%) DBA
10 6 (4.48%) Solutions Architect
10 6 (4.48%) Senior Developer
10 6 (4.48%) Business Intelligence Specialist
10 6 (4.48%) Big Data Architect
11 5 (3.73%) Security Manager
Libraries, Frameworks & Software Standards
1 16 (11.94%) .NET
2 9 (6.72%) ASP.NET
2 9 (6.72%) Web Services
3 7 (5.22%) J2EE
4 5 (3.73%) XML
4 5 (3.73%) Spring
4 5 (3.73%) MDX
5 4 (2.99%) WCF
5 4 (2.99%) SOAP
5 4 (2.99%) Hibernate
5 4 (2.99%) WebSphere MQ
5 4 (2.99%) REST
6 3 (2.24%) HTML
6 3 (2.24%) CSS
7 2 (1.49%) WAMP
7 2 (1.49%) LAMP
8 1 (0.75%) COM
Miscellaneous
1 36 (26.87%) Analytical Skills
2 18 (13.43%) Management Information System
3 13 (9.70%) Data Structures
4 12 (8.96%) Data Integration
4 12 (8.96%) NHS
5 9 (6.72%) Visualisation
5 9 (6.72%) Statistics
6 7 (5.22%) Computer Science
7 4 (2.99%) N-Tier
8 1 (0.75%) Client/Server
8 1 (0.75%) Replication
8 1 (0.75%) Economics
8 1 (0.75%) Credit Risk
8 1 (0.75%) Market Risk
8 1 (0.75%) Data Conversion
8 1 (0.75%) Hedge funds
Operating Systems
1 5 (3.73%) UNIX
2 1 (0.75%) Red Hat Enterprise Linux
Processes & Methodologies
1 57 (42.54%) Business Intelligence
2 35 (26.12%) ETL
3 32 (23.88%) UML
4 31 (23.13%) Data Management
5 28 (20.90%) Project Management
6 24 (17.91%) Agile Software Development
7 19 (14.18%) Analytics
7 19 (14.18%) Logical Data Model
8 16 (11.94%) Stakeholder Management
9 15 (11.19%) Data Architecture
10 14 (10.45%) SDLC
11 13 (9.70%) MapReduce
11 13 (9.70%) Data Governance
11 13 (9.70%) Migration
12 12 (8.96%) OO
12 12 (8.96%) BPMN
13 11 (8.21%) CRM
13 11 (8.21%) Data Analysis
13 11 (8.21%) Business Analysis
14 10 (7.46%) Systems Analysis
Programming Languages
1 78 (58.21%) SQL
2 24 (17.91%) T-SQL
3 21 (15.67%) Java
4 9 (6.72%) C#
5 7 (5.22%) Python
6 5 (3.73%) JavaScript
7 3 (2.24%) VBA
8 2 (1.49%) Data Analysis Expressions (DAX)
8 2 (1.49%) VB.NET
9 1 (0.75%) C
9 1 (0.75%) VBScript
9 1 (0.75%) C++
9 1 (0.75%) R
Qualifications
1 13 (9.70%) Degree
2 7 (5.22%) Security Cleared
3 5 (3.73%) SC Cleared
4 3 (2.24%) ISEB
5 1 (0.75%) Microsoft Certification
5 1 (0.75%) MBA
5 1 (0.75%) IIBA
5 1 (0.75%) CBAP
Quality Assurance & Compliance
1 7 (5.22%) SLA
2 3 (2.24%) Data Quality
3 1 (0.75%) QA
System Software
1 13 (9.70%) HDFS
2 6 (4.48%) GPFS
Systems Management
1 5 (3.73%) Oozie
1 5 (3.73%) Hadoop YARN
Vendors
1 50 (37.31%) Microsoft
2 20 (14.93%) Teradata
3 15 (11.19%) SAP
3 15 (11.19%) IBM
4 13 (9.70%) Hortonworks
5 12 (8.96%) Cognos
6 11 (8.21%) Tableau
7 10 (7.46%) Oracle
7 10 (7.46%) Ab Initio
8 7 (5.22%) Informatica
8 7 (5.22%) Cloudera
9 6 (4.48%) MapR
9 6 (4.48%) Embarcadero
9 6 (4.48%) MicroStrategy
10 5 (3.73%) Apple
10 5 (3.73%) Netezza
10 5 (3.73%) HP
10 5 (3.73%) Twitter
11 1 (0.75%) Talend
11 1 (0.75%) Cognizant
Manchester, Lancashire
ANSON MCCADE
Salary: From £70,000 to £90,000 per annum plus attractive benefits
Posted: 7 hours ago
Liverpool, Merseyside
ANSON MCCADE
Salary: £40000 - 60000
Posted: 8 hours ago
Greater Manchester
ANSON MCCADE
Salary: £40000 - 60000
Posted: 8 hours ago
North West
Oscar Associates (UK) Ltd
Salary: £40000 - £45000 per annum
Posted: 8 hours ago
Greater Manchester
Interquest - IQ Telecom
Salary: £60000 - £70000 per annum
Posted: 18 hours ago
North West
Experis Ltd
Salary: £80000 per annum + Bonus & Benefits
Posted: 2 days ago
Manchester, Lancashire
Vertical IT
Salary: £35000 - £55000 per annum + pension, annual bonus
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: 2 days ago
Manchester, Lancashire
Oscar Associates (UK) Ltd
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Manchester, Lancashire
McGregor Boyall
Salary: £42000 - £47000 per annum
Posted: 2 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £45000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Accenture
Salary: From £25,000 to £42,000 per annum
Posted: 21 days ago
North West
TRG
Salary: 45000-55000 Per Annum Benefits
Posted: 22 days ago