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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Modelling
North West / Cheshire
Rank 78 - 117
Rank change year-on-year
- 0
Permanent jobs citing Data Modelling 9 0 12
As % of all permanent IT jobs located in Cheshire 0.92% - 0.64%
As % of the Processes & Methodologies category 1.05% - 0.72%
Number of salaries quoted 6 0 8
Median salary £37,500 - £42,000
90% offered a salary of more than £36,750 - £34,700
10% offered a salary of more than £50,000 - £44,750
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
856 1095 1669
As % of all permanent IT jobs located in Cheshire 87.44% 84.49% 89.54%
Number of salaries quoted 666 955 1348
Median salary £41,500 £40,000 £40,000
Median salary % change year-on-year
+3.75% -
90% offered a salary of more than £29,000 £27,000 £27,500
10% offered a salary of more than £60,000 £61,215 £54,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Cheshire

The demand trend of job ads across the Cheshire region citing Data Modelling as a proportion of all IT jobs with a match in 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 19 February 2017.

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 median salaries quoted in IT jobs citing Data Modelling within the Cheshire region over the 3 months to 19 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warrington - 6 £37,500 -
Chester - 1 - - 3
Sandbach - 1 - - 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 19 February 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cheshire region with a requirement for Data Modelling.

1 25 (83.33%) SQL
2 20 (66.67%) Business Intelligence
3 17 (56.67%) SQL Server
4 15 (50.00%) ETL
4 15 (50.00%) SQL Server Integration Services
5 14 (46.67%) Data Warehouse
5 14 (46.67%) SQL Server Reporting Services
6 12 (40.00%) Data Mining
6 12 (40.00%) SQL Server Analysis Services
7 10 (33.33%) Teradata
8 9 (30.00%) Microsoft
8 9 (30.00%) Relational Database
9 8 (26.67%) Data Quality
9 8 (26.67%) Kimball Methodology
9 8 (26.67%) Microsoft Azure
10 7 (23.33%) Data Integration
10 7 (23.33%) Analytics
10 7 (23.33%) Power BI
10 7 (23.33%) T-SQL
11 6 (20.00%) Data Analysis
11 6 (20.00%) Unit Testing
12 5 (16.67%) Statistical Analysis
12 5 (16.67%) QlikView
12 5 (16.67%) Finance
13 4 (13.33%) Agile Software Development
13 4 (13.33%) Retail
13 4 (13.33%) Visual Studio
13 4 (13.33%) Snowflake Schema
13 4 (13.33%) Star Schema
13 4 (13.33%) Predictive Analytics

Data Modelling
Top Related IT Skills in Cheshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 2 (6.67%) MS Excel
Business Applications
1 3 (10.00%) Exstream
Cloud Services
1 8 (26.67%) Microsoft Azure
2 1 (3.33%) Cloud Computing
2 1 (3.33%) Force.com
Database & Business Intelligence
1 17 (56.67%) SQL Server
2 15 (50.00%) SQL Server Integration Services
3 14 (46.67%) Data Warehouse
3 14 (46.67%) SQL Server Reporting Services
4 12 (40.00%) Data Mining
4 12 (40.00%) SQL Server Analysis Services
5 9 (30.00%) Relational Database
6 7 (23.33%) Power BI
7 5 (16.67%) QlikView
8 4 (13.33%) Azure SQL Database
8 4 (13.33%) Big Data
8 4 (13.33%) Snowflake Schema
8 4 (13.33%) Star Schema
9 2 (6.67%) Qlik Sense
10 1 (3.33%) BusinessObjects
10 1 (3.33%) OLTP
10 1 (3.33%) SQL Server 2008
10 1 (3.33%) SQL Server 2014
Development Applications
1 4 (13.33%) Visual Studio
2 1 (3.33%) Oracle APEX
General
1 5 (16.67%) Finance
2 4 (13.33%) Retail
3 3 (10.00%) Banking
3 3 (10.00%) Corporate Banking
4 2 (6.67%) Pharmaceutical
Job Titles
1 17 (56.67%) Developer
2 11 (36.67%) Analyst
3 7 (23.33%) Database Developer
4 5 (16.67%) Business Intelligence Analyst
5 4 (13.33%) Business Intelligence Developer
5 4 (13.33%) SSIS Developer
5 4 (13.33%) SSRS Developer
6 3 (10.00%) Business Analyst
6 3 (10.00%) Data Warehouse Developer
6 3 (10.00%) Senior Analyst
6 3 (10.00%) Senior Business Analyst
6 3 (10.00%) SQL Analyst
6 3 (10.00%) SQL Developer
6 3 (10.00%) Systems Analyst
7 2 (6.67%) Architect
7 2 (6.67%) Azure Developer
7 2 (6.67%) SAP Analyst
7 2 (6.67%) SQL Database Developer
8 1 (3.33%) Business Developer
8 1 (3.33%) Consultant
Libraries, Frameworks & Software Standards
1 3 (10.00%) HTML
2 1 (3.33%) .NET
2 1 (3.33%) DHTML
2 1 (3.33%) Java EE
2 1 (3.33%) JDBC
2 1 (3.33%) ODBC
2 1 (3.33%) RESTful
2 1 (3.33%) Visualforce
Miscellaneous
1 7 (23.33%) Data Integration
2 3 (10.00%) Analytical Skills
2 3 (10.00%) Data Structures
3 2 (6.67%) Mathematics
3 2 (6.67%) Statistics
3 2 (6.67%) Visualisation
4 1 (3.33%) Computer Science
Operating Systems
1 1 (3.33%) Linux
1 1 (3.33%) Windows
1 1 (3.33%) Windows Server
Processes & Methodologies
1 20 (66.67%) Business Intelligence
2 15 (50.00%) ETL
3 8 (26.67%) Kimball Methodology
4 7 (23.33%) Analytics
5 6 (20.00%) Data Analysis
5 6 (20.00%) Unit Testing
6 5 (16.67%) Statistical Analysis
7 4 (13.33%) Agile Software Development
7 4 (13.33%) Performance Tuning
7 4 (13.33%) Predictive Analytics
8 3 (10.00%) Business Analysis
8 3 (10.00%) Continuous Integration
8 3 (10.00%) Logical Data Model
8 3 (10.00%) Physical Data Model
8 3 (10.00%) Project Management
8 3 (10.00%) Scrum
8 3 (10.00%) TDD
8 3 (10.00%) Translating Business Requirements
9 2 (6.67%) Data Cleansing
9 2 (6.67%) Data Visualisation
Programming Languages
1 25 (83.33%) SQL
2 7 (23.33%) T-SQL
3 2 (6.67%) VBA
4 1 (3.33%) Apex Code
4 1 (3.33%) C#
4 1 (3.33%) Java
4 1 (3.33%) JavaScript
Qualifications
1 3 (10.00%) IIBA
1 3 (10.00%) ISEB
2 1 (3.33%) Degree
Quality Assurance & Compliance
1 8 (26.67%) Data Quality
2 1 (3.33%) QA
Vendors
1 10 (33.33%) Teradata
2 9 (30.00%) Microsoft
3 3 (10.00%) Cognizant
3 3 (10.00%) HP
4 2 (6.67%) Oracle
4 2 (6.67%) SAP
5 1 (3.33%) Salesforce.com
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: 3 days ago
Chester, Cheshire
Square One Resources
Salary: Up to £43,000 per annum
Posted: 2 days ago
Sandbach, Cheshire
Adria Solutions Ltd
Salary: £1 per annum + Benefits
Posted: 2 days ago
Chester, Cheshire
Spring Technology
Salary: £60000 per annum
Posted: 6 days ago