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

Location
3 months to
30 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 188 127 159
Rank change year-on-year
-61 +32
Permanent jobs citing Data Modelling 62 133 99
As % of all permanent IT jobs located in the North West 0.95% 1.86% 1.36%
As % of the Processes & Methodologies category 1.10% 2.23% 1.71%
Number of salaries quoted 49 110 93
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 £35,800 £32,500 £31,500
10% offered a salary of more than £65,300 £49,700 £66,000
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
5623 5954 5806
As % of all permanent IT jobs located in the North West 86.15% 83.33% 80.05%
Number of salaries quoted 4563 4732 4929
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 £27,500 £27,000
10% offered a salary of more than £60,000 £55,500 £57,500
UK excluding London average salary £44,500 £42,500 £40,699
% change year-on-year
+4.70% +4.42%

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 30 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 30 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 -21 34 £45,000 +15.38% 11
Cheshire -17 22 £40,000 -
Merseyside +4 4 £67,750 +139.82% 2
Lancashire -6 2 £47,500 -14.98% 6
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 30 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 72 (62.07%) SQL
2 45 (38.79%) Finance
3 44 (37.93%) Business Intelligence
4 43 (37.07%) Data Warehouse
5 40 (34.48%) SQL Server
6 36 (31.03%) SQL Server Integration Services
6 36 (31.03%) Analytical Skills
7 30 (25.86%) SQL Server Reporting Services
8 29 (25.00%) Microsoft
9 27 (23.28%) SQL Server Analysis Services
10 26 (22.41%) ETL
10 26 (22.41%) UML
11 25 (21.55%) Java
12 22 (18.97%) T-SQL
13 21 (18.10%) Relational Database
14 19 (16.38%) Analytics
14 19 (16.38%) OO
14 19 (16.38%) Agile Software Development
14 19 (16.38%) Project Management
15 17 (14.66%) Teradata
15 17 (14.66%) SAP
16 16 (13.79%) MS Excel
16 16 (13.79%) SQL Server 2008
17 15 (12.93%) Business Analysis
18 14 (12.07%) Data Management
18 14 (12.07%) Banking
18 14 (12.07%) Hadoop
19 13 (11.21%) Data Architecture
19 13 (11.21%) Requirements Analysis
19 13 (11.21%) Degree

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

For the 6 months to 30 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 11 (9.48%) Apache Pig
2 7 (6.03%) Apache Spark
2 7 (6.03%) Apache
3 6 (5.17%) SharePoint
4 4 (3.45%) SAS
4 4 (3.45%) Tomcat
4 4 (3.45%) WebSphere
5 2 (1.72%) Confluence
6 1 (0.86%) BizTalk Server
6 1 (0.86%) JBoss
Applications
1 16 (13.79%) MS Excel
2 6 (5.17%) MS Office
2 6 (5.17%) PowerPivot
3 3 (2.59%) MS Visio
4 1 (0.86%) SPSS
4 1 (0.86%) MS PowerPoint
Business Applications
1 4 (3.45%) Dynamics CRM
2 2 (1.72%) Oracle EBS R12
2 2 (1.72%) SAP PP
2 2 (1.72%) Oracle EBS
2 2 (1.72%) Oracle ERP
3 1 (0.86%) Markit EDM
3 1 (0.86%) IntelliMatch
Cloud Services
1 2 (1.72%) Office 365
2 1 (0.86%) Google Cloud Platform
2 1 (0.86%) Microsoft Azure
2 1 (0.86%) Amazon AWS
Communications & Networking
1 3 (2.59%) Network Security
2 1 (0.86%) Broadband
Database & Business Intelligence
1 43 (37.07%) Data Warehouse
2 40 (34.48%) SQL Server
3 36 (31.03%) SQL Server Integration Services
4 30 (25.86%) SQL Server Reporting Services
5 27 (23.28%) SQL Server Analysis Services
6 21 (18.10%) Relational Database
7 16 (13.79%) SQL Server 2008
8 14 (12.07%) Hadoop
9 11 (9.48%) Apache Hive
9 11 (9.48%) BusinessObjects
10 10 (8.62%) RDBMS
10 10 (8.62%) Big Data
11 7 (6.03%) HBase
11 7 (6.03%) Oracle Reports
12 6 (5.17%) DataStage
12 6 (5.17%) OLAP
12 6 (5.17%) Oracle BI EE
12 6 (5.17%) NoSQL
13 5 (4.31%) DTS
14 4 (3.45%) Data Mining
Development Applications
1 6 (5.17%) Visual Studio
2 3 (2.59%) Team Foundation Server
3 2 (1.72%) Balsamiq Mockups
3 2 (1.72%) JIRA
3 2 (1.72%) Talend Open Studio
4 1 (0.86%) Eclipse
4 1 (0.86%) SQL Server Management Studio (SSMS)
General
1 45 (38.79%) Finance
2 14 (12.07%) Banking
3 7 (6.03%) Financial Institution
4 3 (2.59%) Retail
5 2 (1.72%) Manufacturing
5 2 (1.72%) Retail Banking
5 2 (1.72%) German Language
6 1 (0.86%) Billing
6 1 (0.86%) Front Office
6 1 (0.86%) Back Office
6 1 (0.86%) Telecoms
Job Titles
1 38 (32.76%) Analyst
2 37 (31.90%) Developer
3 24 (20.69%) Business Analyst
4 20 (17.24%) Architect
5 14 (12.07%) Systems Analyst
6 13 (11.21%) Business Intelligence Developer
7 8 (6.90%) Solutions Architect
7 8 (6.90%) SQL Developer
8 7 (6.03%) Java Developer
8 7 (6.03%) Consultant
9 6 (5.17%) Business Systems Analyst
9 6 (5.17%) Software Engineer
9 6 (5.17%) Java Software Engineer
10 5 (4.31%) Data Analyst
10 5 (4.31%) Data Architect
10 5 (4.31%) Microstrategy Developer
10 5 (4.31%) Business Intelligence Specialist
10 5 (4.31%) Big Data Architect
10 5 (4.31%) SQL Data Analyst
11 4 (3.45%) Applications Architect
Libraries, Frameworks & Software Standards
1 10 (8.62%) Web Services
2 9 (7.76%) .NET
3 8 (6.90%) J2EE
4 6 (5.17%) MDX
4 6 (5.17%) RESTful
4 6 (5.17%) JAX-RS
5 5 (4.31%) ASP.NET
5 5 (4.31%) XML
6 4 (3.45%) WebSphere MQ
6 4 (3.45%) REST
6 4 (3.45%) WCF
6 4 (3.45%) Hibernate
6 4 (3.45%) Spring
6 4 (3.45%) SOAP
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 12 (10.34%) Management Information System
3 11 (9.48%) Data Integration
4 8 (6.90%) Statistics
5 5 (4.31%) Computer Science
5 5 (4.31%) Data Structures
6 4 (3.45%) Visualisation
6 4 (3.45%) N-Tier
7 2 (1.72%) Data Conversion
8 1 (0.86%) Client/Server
8 1 (0.86%) FMCG
8 1 (0.86%) Hedge funds
8 1 (0.86%) Data Centre
8 1 (0.86%) NHS
8 1 (0.86%) Replication
8 1 (0.86%) Credit Risk
8 1 (0.86%) Market Risk
8 1 (0.86%) Mathematics
Operating Systems
1 12 (10.34%) UNIX
2 7 (6.03%) Linux
3 1 (0.86%) Red Hat Enterprise Linux
Processes & Methodologies
1 44 (37.93%) Business Intelligence
2 26 (22.41%) UML
2 26 (22.41%) ETL
3 19 (16.38%) Agile Software Development
3 19 (16.38%) OO
3 19 (16.38%) Project Management
3 19 (16.38%) Analytics
4 15 (12.93%) Business Analysis
5 14 (12.07%) Data Management
6 13 (11.21%) Requirements Analysis
6 13 (11.21%) Data Architecture
7 12 (10.34%) Data Governance
7 12 (10.34%) MapReduce
8 11 (9.48%) Migration
8 11 (9.48%) Logical Data Model
9 10 (8.62%) Performance Tuning
9 10 (8.62%) Software Engineering
9 10 (8.62%) Multithreading
10 9 (7.76%) Data Analysis
10 9 (7.76%) Stakeholder Management
Programming Languages
1 72 (62.07%) SQL
2 25 (21.55%) Java
3 22 (18.97%) T-SQL
4 7 (6.03%) Python
5 5 (4.31%) C#
6 4 (3.45%) JavaScript
7 3 (2.59%) VBA
8 2 (1.72%) Data Analysis Expressions (DAX)
9 1 (0.86%) R
9 1 (0.86%) VBScript
9 1 (0.86%) VB.NET
Qualifications
1 13 (11.21%) Degree
2 5 (4.31%) Security Cleared
3 4 (3.45%) ISEB
4 3 (2.59%) SC Cleared
5 1 (0.86%) MBA
5 1 (0.86%) IIBA
5 1 (0.86%) CBAP
Quality Assurance & Compliance
1 7 (6.03%) SLA
2 3 (2.59%) Data Quality
3 1 (0.86%) QA
System Software
1 12 (10.34%) HDFS
2 5 (4.31%) GPFS
Systems Management
1 4 (3.45%) Oozie
1 4 (3.45%) Hadoop YARN
Vendors
1 29 (25.00%) Microsoft
2 17 (14.66%) SAP
2 17 (14.66%) Teradata
3 12 (10.34%) Hortonworks
4 11 (9.48%) Cognos
4 11 (9.48%) IBM
4 11 (9.48%) Oracle
5 10 (8.62%) Ab Initio
6 8 (6.90%) Informatica
7 6 (5.17%) MicroStrategy
7 6 (5.17%) Cloudera
8 5 (4.31%) MapR
8 5 (4.31%) HP
9 4 (3.45%) Apple
9 4 (3.45%) Netezza
9 4 (3.45%) Twitter
10 3 (2.59%) Embarcadero
11 2 (1.72%) Hyperion
11 2 (1.72%) Talend
12 1 (0.86%) Cognizant
Manchester, Lancashire
Sentinel IT LLP
Salary: Bonus, Pension, Life Insurance, & More
Posted: 6 hours ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 17 hours ago
Leyland, Lancashire
Midlands and Lancashire CSU
Salary: £39,632 - 47,559 per year + Benefits
Posted: Yesterday
Leyland, Lancashire
Midlands and Lancashire CSU
Salary: £26,041 - 34,876 per year + Benefits
Posted: Yesterday
Leyland, Lancashire
Midlands and Lancashire CSU
Salary: £26,041 - 34,876 per year + Benefits
Posted: Yesterday
Manchester, Lancashire
Head Resourcing
Salary: £45000.00 - £60000.00 per annum
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £40k - £60k plus attractive benefits
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 2 days ago
Manchester, Lancashire
Adalta Recruitment Solutions
Salary: £40000 - £70000 per annum + Benefits
Posted: 3 days ago
North West
Ping IT Recruitment ltd
Salary: From £40,000 to £50,000 per annum
Posted: 6 days ago
Manchester, Lancashire
Accenture
Salary: From £25,000 to £42,000 per annum
Posted: 13 days ago
Blackburn
Applause IT Innovation
Salary: £38000 - £45000 per annum +
Posted: 16 days ago
Manchester, Lancashire
Accenture
Posted: 23 days ago
Manchester, Lancashire
IBM
Posted: 27 days ago