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 28 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Jan 2015
Same period 2014 Same period 2013
Data Modeling
Rank 176 172 149
Rank change year-on-year
-4 -23
Permanent jobs citing Data Modelling 66 69 129
As % of all permanent IT jobs located in the North West 0.97% 1.04% 1.63%
As % of the Processes & Methodologies category 1.18% 1.27% 2.02%
Number of salaries quoted 54 48 115
Average salary £45,000 £45,000 £45,000
90% offered a salary of more than £34,300 £25,800 £40,000
10% offered a salary of more than £66,750 £60,000 £65,000
UK excluding London average salary £46,000 £47,500 £45,000
% change year-on-year
-3.15% +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
5616 5444 6390
As % of all permanent IT jobs located in the North West 82.55% 82.24% 80.79%
Number of salaries quoted 4818 4558 5523
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 £26,000
10% offered a salary of more than £60,000 £57,500 £55,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 28 January 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 28 January 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 +15 44 £45,000 -0.55% 17
Cheshire -21 11 £42,500 -5.55% 4
Merseyside +17 7 £63,000 +88.05% 3
Lancashire -7 3 £34,000 -24.44% 1
Cumbria - 1 £45,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 28 January 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.

1 114 (61.29%) SQL
2 104 (55.91%) Business Intelligence
3 97 (52.15%) Finance
4 90 (48.39%) SQL Server
5 77 (41.40%) Agile Software Development
6 76 (40.86%) SQL Server Integration Services
7 73 (39.25%) SQL Server Reporting Services
7 73 (39.25%) Data Warehouse
8 70 (37.63%) SQL Server Analysis Services
9 66 (35.48%) SQL Server 2008
10 53 (28.49%) SharePoint
11 52 (27.96%) CRM
12 51 (27.42%) Data Analysis
13 50 (26.88%) Data Cleansing
13 50 (26.88%) PowerPivot
14 46 (24.73%) Project Management
15 42 (22.58%) Campaign Management
16 40 (21.51%) Degree
17 39 (20.97%) Microsoft
18 38 (20.43%) ETL
19 36 (19.35%) UML
20 31 (16.67%) Analytical Skills
21 27 (14.52%) Business Analysis
22 23 (12.37%) OO
22 23 (12.37%) Data Mining
22 23 (12.37%) Performance Tuning
23 22 (11.83%) Oracle
23 22 (11.83%) Analytics
24 21 (11.29%) Teradata
24 21 (11.29%) Informatica

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

For the 6 months to 28 January 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 53 (28.49%) SharePoint
2 12 (6.45%) SAS
3 6 (3.23%) BizTalk Server
4 2 (1.08%) Oracle Workflow
4 2 (1.08%) Elasticsearch
Applications
1 50 (26.88%) PowerPivot
2 9 (4.84%) MS Excel
3 3 (1.61%) MS Visio
4 2 (1.08%) SPSS
4 2 (1.08%) MS PowerPoint
5 1 (0.54%) MS Project
Business Applications
1 11 (5.91%) SAP FI
1 11 (5.91%) SAP FI/CO
1 11 (5.91%) SAP CO
1 11 (5.91%) SAP BPC
2 3 (1.61%) SAP ERP
2 3 (1.61%) Dynamics CRM
3 2 (1.08%) SAP MDM
4 1 (0.54%) Dynamics AX
Cloud Services
1 5 (2.69%) Microsoft Azure
1 5 (2.69%) Amazon AWS
Database & Business Intelligence
1 90 (48.39%) SQL Server
2 76 (40.86%) SQL Server Integration Services
3 73 (39.25%) Data Warehouse
3 73 (39.25%) SQL Server Reporting Services
4 70 (37.63%) SQL Server Analysis Services
5 66 (35.48%) SQL Server 2008
6 23 (12.37%) Data Mining
7 11 (5.91%) SAP BW
7 11 (5.91%) Big Data
8 9 (4.84%) Relational Database
9 8 (4.30%) Oracle Database
10 7 (3.76%) SAS Data Integration Studio
10 7 (3.76%) SAS Enterprise Guide
11 6 (3.23%) MongoDB
12 5 (2.69%) Hadoop
12 5 (2.69%) SQL Server 2012
12 5 (2.69%) OLAP
12 5 (2.69%) MySQL
13 4 (2.15%) Oracle Reports
13 4 (2.15%) OLTP
Development Applications
1 5 (2.69%) ERwin
2 3 (1.61%) Xcode
2 3 (1.61%) Talend Open Studio
2 3 (1.61%) Oracle Forms
3 2 (1.08%) JBuilder
3 2 (1.08%) Rational Rose
General
1 97 (52.15%) Finance
2 14 (7.53%) Banking
3 11 (5.91%) German Language
3 11 (5.91%) Manufacturing
4 9 (4.84%) Retail
5 7 (3.76%) Marketing
6 3 (1.61%) Back Office
7 2 (1.08%) Legal
Job Titles
1 64 (34.41%) Developer
2 60 (32.26%) Analyst
3 51 (27.42%) Business Intelligence Developer
4 44 (23.66%) Business Analyst
5 22 (11.83%) Architect
5 22 (11.83%) Systems Analyst
6 19 (10.22%) Senior Developer
7 18 (9.68%) Senior Business Intelligence Developer
8 15 (8.06%) Solutions Architect
9 14 (7.53%) Business Systems Analyst
10 11 (5.91%) Consultant
10 11 (5.91%) Data Analyst
10 11 (5.91%) SAP Business Analyst
10 11 (5.91%) SAP Analyst
11 8 (4.30%) Technical Leader
12 7 (3.76%) SAS Consultant
12 7 (3.76%) Information Manager
13 6 (3.23%) Data Warehouse Analyst
13 6 (3.23%) Delivery Manager
14 5 (2.69%) Technical Analyst
Libraries, Frameworks & Software Standards
1 13 (6.99%) XML
2 12 (6.45%) .NET
3 11 (5.91%) ASP.NET
4 9 (4.84%) J2EE
5 7 (3.76%) Web Services
6 4 (2.15%) HTML
6 4 (2.15%) COM
6 4 (2.15%) .NET Framework
7 3 (1.61%) HTML5
7 3 (1.61%) MDX
7 3 (1.61%) Classic ASP
7 3 (1.61%) Cocoa
7 3 (1.61%) Cocoa Touch
8 2 (1.08%) WCF
8 2 (1.08%) WPF
8 2 (1.08%) JSON
9 1 (0.54%) ASP.NET MVC 3
9 1 (0.54%) ASP.NET MVC
9 1 (0.54%) ASP.NET MVC 4
Miscellaneous
1 31 (16.67%) Analytical Skills
2 19 (10.22%) Management Information System
3 18 (9.68%) Computer Science
4 14 (7.53%) Data Integration
5 10 (5.38%) Mathematics
6 9 (4.84%) FMCG
7 8 (4.30%) Statistics
8 6 (3.23%) Visualisation
9 4 (2.15%) Replication
10 3 (1.61%) Enterprise Software
11 2 (1.08%) Credit Risk
11 2 (1.08%) Data Extraction
11 2 (1.08%) Algorithms
11 2 (1.08%) Economics
11 2 (1.08%) Physics
11 2 (1.08%) Social Media
Operating Systems
1 4 (2.15%) Linux
2 3 (1.61%) Apple iOS
3 1 (0.54%) UNIX
3 1 (0.54%) Windows
Processes & Methodologies
1 104 (55.91%) Business Intelligence
2 77 (41.40%) Agile Software Development
3 52 (27.96%) CRM
4 51 (27.42%) Data Analysis
5 50 (26.88%) Data Cleansing
6 46 (24.73%) Project Management
7 42 (22.58%) Campaign Management
8 38 (20.43%) ETL
9 36 (19.35%) UML
10 27 (14.52%) Business Analysis
11 23 (12.37%) OO
11 23 (12.37%) Performance Tuning
12 22 (11.83%) Analytics
13 18 (9.68%) OOD
14 16 (8.60%) Data Transformation
15 12 (6.45%) Information Management
16 11 (5.91%) Requirements Analysis
16 11 (5.91%) User Acceptance Testing
16 11 (5.91%) Migration
17 10 (5.38%) Software Engineering
Programming Languages
1 114 (61.29%) SQL
2 15 (8.06%) Java
3 7 (3.76%) C#
3 7 (3.76%) T-SQL
4 6 (3.23%) VB
4 6 (3.23%) PHP
5 4 (2.15%) VB6
5 4 (2.15%) VB.NET
5 4 (2.15%) JavaScript
6 3 (1.61%) PL/SQL
6 3 (1.61%) C
6 3 (1.61%) Objective-C
7 2 (1.08%) Scala
7 2 (1.08%) R
7 2 (1.08%) C++
7 2 (1.08%) VBA
7 2 (1.08%) Python
Qualifications
1 40 (21.51%) Degree
2 4 (2.15%) MBA
2 4 (2.15%) Security Cleared
3 2 (1.08%) PhD
3 2 (1.08%) ISEB
4 1 (0.54%) SC Cleared
Quality Assurance & Compliance
1 14 (7.53%) SLA
2 4 (2.15%) Data Quality
3 1 (0.54%) ISO/IEC 27001
System Software
1 3 (1.61%) Oracle RAC
Vendors
1 39 (20.97%) Microsoft
2 22 (11.83%) Oracle
3 21 (11.29%) Informatica
3 21 (11.29%) Teradata
4 16 (8.60%) SAP
5 11 (5.91%) Hyperion
6 7 (3.76%) Tableau
7 4 (2.15%) Vertica
8 3 (1.61%) Talend
8 3 (1.61%) Ab Initio
8 3 (1.61%) Apple
9 1 (0.54%) Salesforce.com
9 1 (0.54%) Dundas
9 1 (0.54%) Cognos
Manchester, Lancashire
Lorien Resourcing
Salary: £37000 - £54000 per annum
Posted: 9 hours ago
Manchester, Lancashire
Harvey Nash plc
Salary: £30000 - £40000 per annum
Posted: 10 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £65,000 per annum plus attractive benefits and extensi
Posted: Yesterday
Cheadle
Computer Futures
Salary: £35000 - £45000 per annum + competitive
Posted: Yesterday
City, Liverpool
Axiom Software Solutions
Salary: up to 60k GBP pa + benefits
Posted: 2 days ago
Liverpool Street. City of London
Axiom Software Solutions
Salary: up to 60k GBP pa + benefits
Posted: 2 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 2 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 2 days ago
Blackburn, Lancashire
Applause IT Innovation
Salary: £35000 - £42000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
Lorien Resourcing
Posted: 5 days ago
Stockport, Cheshire
Applause IT Innovation
Salary: £20000 - £25000 per annum + benefits
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum plus attractive benefits, 30 days ho
Posted: 5 days ago
Chester
Hays IT - Uk Posting account
Salary: £40000.00 - £45000.00 per annum + Benefits Package
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 5 days ago
Chester, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £32000.00 - £36000.00 per annum + Benefits Package
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits and extensi
Posted: 6 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £60,000 to £85,000 per annum plus attractive benefits and extensi
Posted: 6 days ago
Liverpool
NFP Group Ltd
Salary: £58000 - £68000 per annum
Posted: 12 days ago
Prestbury, Macclesfield, Cheshire, Manchester...
Guru Careers
Salary: £Neg. + Excellent Benefits
Posted: 21 days ago