The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cheshire 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 104 87 89
Rank change year-on-year
-17 +2
Permanent jobs citing Data Modelling 22 41 30
As % of all permanent IT jobs located in Cheshire 1.28% 2.29% 1.75%
As % of the Processes & Methodologies category 1.47% 2.75% 2.22%
Number of salaries quoted 21 36 27
Average salary £40,000 £40,000 £42,500
Average salary % change year-on-year
- -5.88%
90% offered a salary of more than £37,000 £32,500 £31,000
10% offered a salary of more than £45,000 £45,000 £66,000
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 Cheshire region.

Processes & Methodologies Category
Cheshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1498 1493 1349
As % of all permanent IT jobs located in Cheshire 87.19% 83.27% 78.66%
Number of salaries quoted 1171 1168 1093
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 £28,500 £25,750
10% offered a salary of more than £57,500 £60,000 £60,000
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 Cheshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Cheshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Cheshire

Data Modelling
Salary Trend in Cheshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Cheshire region.

Data Modelling Salary Trend in Cheshire

Data Modelling
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Cheshire region over the 3 months to 30 July 2015.

Data Modelling Salary Histogram in Cheshire

Data Modelling
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Cheshire 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
Warrington -11 11 £41,500 +3.75%
Knutsford - 4 £45,000 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 30 July 2015, IT jobs across the Cheshire 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 27 (81.82%) SQL
2 23 (69.70%) Business Intelligence
3 21 (63.64%) Data Warehouse
4 20 (60.61%) SQL Server Integration Services
5 15 (45.45%) SQL Server Reporting Services
6 14 (42.42%) Finance
7 13 (39.39%) T-SQL
7 13 (39.39%) SQL Server
8 12 (36.36%) ETL
8 12 (36.36%) SQL Server Analysis Services
9 10 (30.30%) Teradata
9 10 (30.30%) Business Analysis
10 9 (27.27%) Analytical Skills
11 8 (24.24%) BusinessObjects
12 7 (21.21%) Analytics
12 7 (21.21%) Performance Tuning
13 6 (18.18%) Data Transformation
13 6 (18.18%) Microsoft
13 6 (18.18%) MicroStrategy
13 6 (18.18%) Migration
13 6 (18.18%) Oracle
13 6 (18.18%) SAP
13 6 (18.18%) UML
13 6 (18.18%) Cognos
13 6 (18.18%) Ab Initio
14 5 (15.15%) SQL Server 2008
14 5 (15.15%) SLA
15 4 (12.12%) ISEB
15 4 (12.12%) Stakeholder Management
15 4 (12.12%) Financial Institution

Data Modelling
Top Related IT Skills in Cheshire by Category

For the 6 months to 30 July 2015, IT jobs across the Cheshire 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 2 (6.06%) SharePoint
Applications
1 2 (6.06%) MS Excel
2 1 (3.03%) MS Visio
Business Applications
1 1 (3.03%) IntelliMatch
Database & Business Intelligence
1 21 (63.64%) Data Warehouse
2 20 (60.61%) SQL Server Integration Services
3 15 (45.45%) SQL Server Reporting Services
4 13 (39.39%) SQL Server
5 12 (36.36%) SQL Server Analysis Services
6 8 (24.24%) BusinessObjects
7 5 (15.15%) SQL Server 2008
8 4 (12.12%) Big Data
8 4 (12.12%) Oracle Reports
8 4 (12.12%) DTS
8 4 (12.12%) Oracle BI EE
9 2 (6.06%) DataStage
9 2 (6.06%) Microsoft Analysis Services
9 2 (6.06%) IBM InfoSphere
10 1 (3.03%) OLAP Cube
10 1 (3.03%) Enterprise Data Warehouse
10 1 (3.03%) Pentaho
10 1 (3.03%) MongoDB
10 1 (3.03%) NoSQL
10 1 (3.03%) OLAP
Development Applications
1 2 (6.06%) Talend Open Studio
General
1 14 (42.42%) Finance
2 4 (12.12%) Financial Institution
3 3 (9.09%) Banking
4 1 (3.03%) Retail
4 1 (3.03%) Retail Banking
Job Titles
1 17 (51.52%) Developer
2 13 (39.39%) Analyst
3 8 (24.24%) Business Intelligence Developer
4 7 (21.21%) Business Analyst
5 5 (15.15%) SQL Developer
5 5 (15.15%) Microstrategy Developer
6 4 (12.12%) SQL Data Analyst
6 4 (12.12%) Data Analyst
7 3 (9.09%) Business Systems Analyst
7 3 (9.09%) Systems Analyst
7 3 (9.09%) Business Developer
7 3 (9.09%) Business Intelligence Analyst
7 3 (9.09%) Business Intelligence Specialist
8 2 (6.06%) Senior Business Analyst
8 2 (6.06%) Senior Analyst
9 1 (3.03%) Applications Support
9 1 (3.03%) ETL Developer
9 1 (3.03%) Microsoft Developer
Miscellaneous
1 9 (27.27%) Analytical Skills
2 4 (12.12%) Data Structures
3 1 (3.03%) Management Information System
Operating Systems
1 4 (12.12%) UNIX
2 1 (3.03%) Linux
Processes & Methodologies
1 23 (69.70%) Business Intelligence
2 12 (36.36%) ETL
3 10 (30.30%) Business Analysis
4 7 (21.21%) Analytics
4 7 (21.21%) Performance Tuning
5 6 (18.18%) Data Transformation
5 6 (18.18%) UML
5 6 (18.18%) Migration
6 4 (12.12%) Stakeholder Management
6 4 (12.12%) E-Commerce
6 4 (12.12%) Data Architecture
6 4 (12.12%) Requirements Engineering
6 4 (12.12%) Data Privacy
6 4 (12.12%) Business Transformation
6 4 (12.12%) Data Governance
6 4 (12.12%) Process Improvement
7 3 (9.09%) Change Control
7 3 (9.09%) Systems Analysis
7 3 (9.09%) Logical Data Model
8 2 (6.06%) Kalman Filter
Programming Languages
1 27 (81.82%) SQL
2 13 (39.39%) T-SQL
Qualifications
1 4 (12.12%) ISEB
2 1 (3.03%) Degree
Quality Assurance & Compliance
1 5 (15.15%) SLA
2 1 (3.03%) QA
2 1 (3.03%) Data Quality
Vendors
1 10 (30.30%) Teradata
2 6 (18.18%) MicroStrategy
2 6 (18.18%) Ab Initio
2 6 (18.18%) Oracle
2 6 (18.18%) SAP
2 6 (18.18%) Cognos
2 6 (18.18%) Microsoft
3 3 (9.09%) HP
4 2 (6.06%) Informatica
4 2 (6.06%) Embarcadero
4 2 (6.06%) IBM
4 2 (6.06%) Talend
5 1 (3.03%) Fiserv
5 1 (3.03%) Tableau
5 1 (3.03%) SunGard