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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Modelling
North West / Cheshire
Rank 81 96 114
Rank change year-on-year
+15 +18
Permanent jobs citing Data Modelling 9 5 9
As % of all permanent IT jobs located in Cheshire 0.90% 0.38% 0.50%
As % of the Processes & Methodologies category 1.05% 0.46% 0.57%
Number of salaries quoted 7 4 6
Median salary £37,500 £50,000 £42,500
Median salary % change year-on-year
-25.00% +17.64%
90% offered a salary of more than £36,000 £43,000 £38,750
10% offered a salary of more than £39,500 £58,750 £50,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
858 1088 1592
As % of all permanent IT jobs located in Cheshire 85.71% 82.74% 87.86%
Number of salaries quoted 660 952 1354
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £27,000 £26,000
10% offered a salary of more than £60,000 £65,000 £55,000
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
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 21 January 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 +18 6 £37,500 -
Chester - 2 £42,500 - 2
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Cheshire

For the 6 months to 21 January 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 31 (77.50%) SQL
2 25 (62.50%) Business Intelligence
3 22 (55.00%) ETL
4 21 (52.50%) SQL Server
5 17 (42.50%) Data Warehouse
5 17 (42.50%) SQL Server Reporting Services
5 17 (42.50%) SQL Server Integration Services
6 13 (32.50%) Data Mining
6 13 (32.50%) SQL Server Analysis Services
7 12 (30.00%) Teradata
8 11 (27.50%) T-SQL
8 11 (27.50%) Data Analysis
8 11 (27.50%) Data Quality
8 11 (27.50%) Kimball Methodology
8 11 (27.50%) Relational Database
9 10 (25.00%) Power BI
9 10 (25.00%) Analytics
9 10 (25.00%) Microsoft
9 10 (25.00%) Finance
10 9 (22.50%) Microsoft Azure
10 9 (22.50%) Data Integration
11 7 (17.50%) QlikView
11 7 (17.50%) Logical Data Model
11 7 (17.50%) Agile Software Development
11 7 (17.50%) Banking
12 6 (15.00%) Retail
12 6 (15.00%) Snowflake Schema
12 6 (15.00%) Star Schema
12 6 (15.00%) Visual Studio
12 6 (15.00%) Performance Tuning

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:

Application Platforms
1 1 (2.50%) Apache Spark
Applications
1 4 (10.00%) MS Excel
2 2 (5.00%) MS Visio
Business Applications
1 4 (10.00%) Exstream
Cloud Services
1 9 (22.50%) Microsoft Azure
2 1 (2.50%) Cloud Computing
2 1 (2.50%) Data Lake Analytics
2 1 (2.50%) Force.com
Database & Business Intelligence
1 21 (52.50%) SQL Server
2 17 (42.50%) Data Warehouse
2 17 (42.50%) SQL Server Integration Services
2 17 (42.50%) SQL Server Reporting Services
3 13 (32.50%) Data Mining
3 13 (32.50%) SQL Server Analysis Services
4 11 (27.50%) Relational Database
5 10 (25.00%) Power BI
6 7 (17.50%) QlikView
7 6 (15.00%) Snowflake Schema
7 6 (15.00%) Star Schema
8 5 (12.50%) Big Data
9 4 (10.00%) Azure SQL Database
9 4 (10.00%) Qlik Sense
10 3 (7.50%) SQL Server 2014
11 2 (5.00%) BusinessObjects
12 1 (2.50%) Hadoop
12 1 (2.50%) JasperReports
12 1 (2.50%) OLTP
12 1 (2.50%) SQL Server 2008
Development Applications
1 6 (15.00%) Visual Studio
2 1 (2.50%) Eclipse
2 1 (2.50%) Oracle APEX
General
1 10 (25.00%) Finance
2 7 (17.50%) Banking
3 6 (15.00%) Retail
4 5 (12.50%) Corporate Banking
5 2 (5.00%) Pharmaceutical
5 2 (5.00%) Retail Banking
6 1 (2.50%) Advertising
Job Titles
1 20 (50.00%) Developer
2 16 (40.00%) Analyst
3 7 (17.50%) Database Developer
4 6 (15.00%) Business Intelligence Developer
5 5 (12.50%) Business Analyst
5 5 (12.50%) Business Intelligence Analyst
5 5 (12.50%) Senior Analyst
5 5 (12.50%) Senior Business Analyst
5 5 (12.50%) SSIS Developer
5 5 (12.50%) SSRS Developer
6 4 (10.00%) Data Warehouse Developer
7 3 (7.50%) Data Analyst
7 3 (7.50%) SQL Analyst
7 3 (7.50%) SQL Developer
7 3 (7.50%) Systems Analyst
8 2 (5.00%) Azure Developer
8 2 (5.00%) Business Data Analyst
8 2 (5.00%) Data Scientist
8 2 (5.00%) Report Writer
8 2 (5.00%) SAP Analyst
Libraries, Frameworks & Software Standards
1 4 (10.00%) HTML
2 1 (2.50%) .NET
2 1 (2.50%) DHTML
2 1 (2.50%) Visualforce
Miscellaneous
1 9 (22.50%) Data Integration
2 5 (12.50%) Data Structures
3 4 (10.00%) Analytical Skills
3 4 (10.00%) Visualisation
4 3 (7.50%) Mathematics
5 2 (5.00%) Management Information System
5 2 (5.00%) Reference Data
5 2 (5.00%) Statistics
6 1 (2.50%) Driving Licence
6 1 (2.50%) Linked Data
Processes & Methodologies
1 25 (62.50%) Business Intelligence
2 22 (55.00%) ETL
3 11 (27.50%) Data Analysis
3 11 (27.50%) Kimball Methodology
4 10 (25.00%) Analytics
5 7 (17.50%) Agile Software Development
5 7 (17.50%) Logical Data Model
6 6 (15.00%) Business Analysis
6 6 (15.00%) Performance Tuning
6 6 (15.00%) Statistical Analysis
6 6 (15.00%) Unit Testing
7 5 (12.50%) Continuous Integration
7 5 (12.50%) Data Management
7 5 (12.50%) Physical Data Model
7 5 (12.50%) Project Management
7 5 (12.50%) Scrum
7 5 (12.50%) TDD
7 5 (12.50%) Translating Business Requirements
8 4 (10.00%) Predictive Analytics
9 3 (7.50%) Data Cleansing
Programming Languages
1 31 (77.50%) SQL
2 11 (27.50%) T-SQL
3 3 (7.50%) VBA
4 1 (2.50%) Apex Code
4 1 (2.50%) C#
4 1 (2.50%) JavaScript
4 1 (2.50%) Python
4 1 (2.50%) R
Qualifications
1 5 (12.50%) IIBA
1 5 (12.50%) ISEB
2 1 (2.50%) Degree
Quality Assurance & Compliance
1 11 (27.50%) Data Quality
Vendors
1 12 (30.00%) Teradata
2 10 (25.00%) Microsoft
3 5 (12.50%) Cognizant
3 5 (12.50%) HP
4 3 (7.50%) SAP
5 2 (5.00%) Ab Initio
5 2 (5.00%) GoldenSource
5 2 (5.00%) Informatica
5 2 (5.00%) Netezza
5 2 (5.00%) Oracle
5 2 (5.00%) Tableau
6 1 (2.50%) Salesforce.com
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £40000 per annum + bonus + benefits
Posted: 5 days ago
Ince, Cheshire
Networx
Salary: £Competitive Salary
Posted: 11 days ago