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

Location
3 months to
24 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 184 167 154
Rank change year-on-year
-17 -13
Permanent jobs citing Data Modelling 55 89 103
As % of all permanent IT jobs located in the North West 0.85% 1.25% 1.39%
As % of the Processes & Methodologies category 1.01% 1.52% 1.75%
Number of salaries quoted 44 77 83
Average salary £45,250 £45,000 £45,000
Average salary % change year-on-year
+0.55% -
90% offered a salary of more than £32,250 £37,500 £37,975
10% offered a salary of more than £60,000 £56,500 £67,250
UK excluding London average salary £46,500 £45,000 £45,000
% change year-on-year
+3.33% -
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
5433 5856 5892
As % of all permanent IT jobs located in the North West 83.83% 82.49% 79.57%
Number of salaries quoted 4331 4729 4868
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 £27,000 £26,000
10% offered a salary of more than £57,500 £57,500 £55,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 24 April 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 24 April 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 27 £48,000 +6.66% 3
Cheshire +7 13 £41,500 -7.77% 2
Merseyside +14 9 £60,000 +41.17% 2
Lancashire +9 6 £30,969 -4.71% 4
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 24 April 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 77 (63.11%) SQL
2 56 (45.90%) Finance
3 51 (41.80%) SQL Server
4 47 (38.52%) Agile Software Development
5 43 (35.25%) SQL Server Integration Services
6 42 (34.43%) Business Intelligence
7 36 (29.51%) SQL Server 2008
8 32 (26.23%) SQL Server Reporting Services
8 32 (26.23%) SQL Server Analysis Services
8 32 (26.23%) Data Warehouse
9 30 (24.59%) SharePoint
9 30 (24.59%) UML
10 29 (23.77%) Analytical Skills
11 28 (22.95%) Data Analysis
12 26 (21.31%) Data Cleansing
12 26 (21.31%) OO
13 24 (19.67%) Java
13 24 (19.67%) CRM
13 24 (19.67%) PowerPivot
14 22 (18.03%) Campaign Management
15 20 (16.39%) Relational Database
15 20 (16.39%) Project Management
16 18 (14.75%) Microsoft
17 17 (13.93%) ETL
18 15 (12.30%) Oracle
18 15 (12.30%) Requirements Analysis
19 13 (10.66%) UNIX
19 13 (10.66%) SAP
19 13 (10.66%) OOD
20 12 (9.84%) Degree

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

For the 6 months to 24 April 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 30 (24.59%) SharePoint
2 6 (4.92%) BizTalk Server
2 6 (4.92%) Apache Pig
2 6 (4.92%) Apache Spark
2 6 (4.92%) Apache
3 5 (4.10%) SAS
4 2 (1.64%) Oracle Workflow
Applications
1 24 (19.67%) PowerPivot
2 4 (3.28%) MS Excel
3 1 (0.82%) SPSS
3 1 (0.82%) MS PowerPoint
3 1 (0.82%) MS Office
Business Applications
1 2 (1.64%) SAP PP
1 2 (1.64%) Oracle EBS
1 2 (1.64%) Oracle ERP
1 2 (1.64%) Oracle EBS R12
2 1 (0.82%) SAP BPC
2 1 (0.82%) Markit EDM
2 1 (0.82%) IntelliMatch
2 1 (0.82%) SAP FI/CO
2 1 (0.82%) SAP CO
2 1 (0.82%) SAP ERP
2 1 (0.82%) SAP FI
Cloud Services
1 6 (4.92%) Microsoft Azure
1 6 (4.92%) Amazon AWS
Communications & Networking
1 3 (2.46%) Network Security
Database & Business Intelligence
1 51 (41.80%) SQL Server
2 43 (35.25%) SQL Server Integration Services
3 36 (29.51%) SQL Server 2008
4 32 (26.23%) SQL Server Analysis Services
4 32 (26.23%) SQL Server Reporting Services
4 32 (26.23%) Data Warehouse
5 20 (16.39%) Relational Database
6 11 (9.02%) Data Mining
6 11 (9.02%) Hadoop
7 8 (6.56%) OLAP
7 8 (6.56%) Big Data
8 6 (4.92%) HBase
8 6 (4.92%) Oracle Reports
8 6 (4.92%) RDBMS
8 6 (4.92%) Apache Hive
9 5 (4.10%) MongoDB
9 5 (4.10%) Oracle Database 11g
9 5 (4.10%) MySQL
9 5 (4.10%) DTS
9 5 (4.10%) Oracle Database
Development Applications
1 4 (3.28%) Talend Open Studio
2 3 (2.46%) Oracle Forms
2 3 (2.46%) Xcode
3 2 (1.64%) JBuilder
4 1 (0.82%) Visual Studio
4 1 (0.82%) SQL Server Management Studio (SSMS)
General
1 56 (45.90%) Finance
2 8 (6.56%) Banking
2 8 (6.56%) Retail
3 6 (4.92%) Financial Institution
4 4 (3.28%) Back Office
5 3 (2.46%) German Language
5 3 (2.46%) Manufacturing
6 1 (0.82%) Front Office
6 1 (0.82%) Marketing
Job Titles
1 43 (35.25%) Developer
2 41 (33.61%) Analyst
3 31 (25.41%) Business Analyst
4 24 (19.67%) Business Intelligence Developer
5 22 (18.03%) Systems Analyst
6 15 (12.30%) Architect
7 13 (10.66%) Solutions Architect
8 12 (9.84%) Business Systems Analyst
9 7 (5.74%) Consultant
10 6 (4.92%) Software Engineer
10 6 (4.92%) Senior Developer
10 6 (4.92%) Java Developer
10 6 (4.92%) Java Software Engineer
11 5 (4.10%) Lead Developer
11 5 (4.10%) DBA
11 5 (4.10%) Data Analyst
11 5 (4.10%) Development Analyst
11 5 (4.10%) Systems Development Analyst
11 5 (4.10%) Senior Business Intelligence Developer
11 5 (4.10%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 9 (7.38%) Web Services
1 9 (7.38%) XML
2 8 (6.56%) .NET
2 8 (6.56%) ASP.NET
3 7 (5.74%) J2EE
4 6 (4.92%) RESTful
4 6 (4.92%) JAX-RS
5 5 (4.10%) MDX
6 3 (2.46%) Cocoa Touch
6 3 (2.46%) HTML5
6 3 (2.46%) HTML
6 3 (2.46%) Classic ASP
6 3 (2.46%) COM
6 3 (2.46%) Cocoa
7 2 (1.64%) JSON
8 1 (0.82%) .NET Framework
Miscellaneous
1 29 (23.77%) Analytical Skills
2 9 (7.38%) Data Integration
2 9 (7.38%) Management Information System
3 8 (6.56%) Statistics
4 5 (4.10%) Mathematics
4 5 (4.10%) Replication
4 5 (4.10%) Data Structures
5 3 (2.46%) Enterprise Software
5 3 (2.46%) Computer Science
6 2 (1.64%) Data Conversion
7 1 (0.82%) Algorithms
7 1 (0.82%) FMCG
7 1 (0.82%) Visualisation
7 1 (0.82%) Social Media
7 1 (0.82%) Hedge funds
7 1 (0.82%) Credit Risk
7 1 (0.82%) Market Risk
7 1 (0.82%) Client/Server
7 1 (0.82%) NHS
Operating Systems
1 13 (10.66%) UNIX
2 11 (9.02%) Linux
3 3 (2.46%) Apple iOS
Processes & Methodologies
1 47 (38.52%) Agile Software Development
2 42 (34.43%) Business Intelligence
3 30 (24.59%) UML
4 28 (22.95%) Data Analysis
5 26 (21.31%) OO
5 26 (21.31%) Data Cleansing
6 24 (19.67%) CRM
7 22 (18.03%) Campaign Management
8 20 (16.39%) Project Management
9 17 (13.93%) ETL
10 15 (12.30%) Requirements Analysis
11 13 (10.66%) OOD
12 11 (9.02%) Software Engineering
12 11 (9.02%) Migration
12 11 (9.02%) Business Analysis
13 10 (8.20%) Analytics
14 9 (7.38%) Data Architecture
14 9 (7.38%) ERP
15 7 (5.74%) SOA
15 7 (5.74%) Data Management
Programming Languages
1 77 (63.11%) SQL
2 24 (19.67%) Java
3 9 (7.38%) T-SQL
4 7 (5.74%) Python
5 6 (4.92%) C#
6 4 (3.28%) JavaScript
7 3 (2.46%) PHP
7 3 (2.46%) PL/SQL
7 3 (2.46%) Objective-C
8 2 (1.64%) C
8 2 (1.64%) VB.NET
8 2 (1.64%) R
9 1 (0.82%) C++
9 1 (0.82%) VB6
9 1 (0.82%) Scala
9 1 (0.82%) VBScript
9 1 (0.82%) VB
Qualifications
1 12 (9.84%) Degree
2 3 (2.46%) ISEB
2 3 (2.46%) Security Cleared
3 1 (0.82%) PhD
3 1 (0.82%) SC Cleared
Quality Assurance & Compliance
1 1 (0.82%) QA
1 1 (0.82%) Data Quality
System Software
1 7 (5.74%) HDFS
2 3 (2.46%) Oracle RAC
3 1 (0.82%) GPFS
Vendors
1 18 (14.75%) Microsoft
2 15 (12.30%) Oracle
3 13 (10.66%) SAP
4 7 (5.74%) Teradata
4 7 (5.74%) Hortonworks
5 5 (4.10%) Informatica
6 4 (3.28%) Ab Initio
6 4 (3.28%) Vertica
6 4 (3.28%) Talend
7 3 (2.46%) Hyperion
7 3 (2.46%) Apple
7 3 (2.46%) Business Objects
8 2 (1.64%) Cognos
8 2 (1.64%) Tableau
9 1 (0.82%) Dundas
9 1 (0.82%) Fiserv
9 1 (0.82%) MicroStrategy
9 1 (0.82%) SunGard
9 1 (0.82%) Cloudera
9 1 (0.82%) MapR
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