The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Warrington region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 47 57 50
Rank change year-on-year
+10 -7
Permanent jobs citing Data Modelling 6 7 22
As % of all permanent IT jobs located in Warrington 2.08% 1.37% 4.29%
As % of the Processes & Methodologies category 2.23% 1.49% 4.95%
Number of salaries quoted 4 7 22
Median salary £35,000 £41,500 £39,750
Median salary % change year-on-year
-15.66% +4.40%
90% offered a salary of more than £31,500 £37,000 £32,500
10% offered a salary of more than £36,750 £42,500 £45,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
Cheshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Warrington region.

Processes & Methodologies Category
Warrington
Permanent IT job ads with a match in the
Processes & Methodologies category
269 470 444
As % of all permanent IT jobs located in Warrington 93.08% 91.80% 86.55%
Number of salaries quoted 226 407 372
Median salary £38,000 £37,500 £35,000
Median salary % change year-on-year
+1.33% +7.14%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £52,500 £54,000 £52,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Warrington

The demand trend of job ads across the Warrington 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 Warrington

Data Modelling
Salary Trend in Warrington

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

Data Modelling Salary Trend in Warrington

Data Modelling
Top 30 Related IT Skills in Warrington

For the 6 months to 25 August 2016, 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 Warrington region with a requirement for Data Modelling.

1 5 (83.33%) SQL
1 5 (83.33%) T-SQL
1 5 (83.33%) SQL Server Reporting Services
1 5 (83.33%) Kimball Methodology
1 5 (83.33%) SQL Server Integration Services
2 4 (66.67%) SQL Server 2014
2 4 (66.67%) Performance Tuning
2 4 (66.67%) SQL Server
2 4 (66.67%) Visual Studio
2 4 (66.67%) ETL
2 4 (66.67%) Snowflake Schema
2 4 (66.67%) Star Schema
3 3 (50.00%) Business Intelligence
3 3 (50.00%) Data Warehouse
4 1 (16.67%) QlikView
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) Visualisation
4 1 (16.67%) Tableau
4 1 (16.67%) Data Quality
4 1 (16.67%) Big Data
4 1 (16.67%) Linked Data
4 1 (16.67%) Business Analysis
4 1 (16.67%) Data Analysis
4 1 (16.67%) Analytical Skills
4 1 (16.67%) Enterprise Data Warehouse
4 1 (16.67%) Qlik Sense
4 1 (16.67%) Driving Licence
4 1 (16.67%) Power BI
4 1 (16.67%) Finance
4 1 (16.67%) Advertising

Data Modelling
Top Related IT Skills in Warrington 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 1 (16.67%) MS Excel
Database & Business Intelligence
1 5 (83.33%) SQL Server Integration Services
1 5 (83.33%) SQL Server Reporting Services
2 4 (66.67%) Snowflake Schema
2 4 (66.67%) SQL Server
2 4 (66.67%) SQL Server 2014
2 4 (66.67%) Star Schema
3 3 (50.00%) Data Warehouse
4 1 (16.67%) Big Data
4 1 (16.67%) Enterprise Data Warehouse
4 1 (16.67%) Power BI
4 1 (16.67%) Qlik Sense
4 1 (16.67%) QlikView
4 1 (16.67%) SQL Server Analysis Services
Development Applications
1 4 (66.67%) Visual Studio
General
1 1 (16.67%) Advertising
1 1 (16.67%) Finance
Job Titles
1 3 (50.00%) Developer
2 2 (33.33%) Analyst
2 2 (33.33%) Business Intelligence Developer
2 2 (33.33%) Report Writer
3 1 (16.67%) Analyst Developer
3 1 (16.67%) Data Analyst
3 1 (16.67%) Procurement Analyst
3 1 (16.67%) SQL Analyst
3 1 (16.67%) SQL Developer
3 1 (16.67%) SSAS Developer
3 1 (16.67%) SSIS Developer
3 1 (16.67%) SSRS Developer
Miscellaneous
1 1 (16.67%) Analytical Skills
1 1 (16.67%) Driving Licence
1 1 (16.67%) Linked Data
1 1 (16.67%) Mathematics
1 1 (16.67%) Visualisation
Processes & Methodologies
1 5 (83.33%) Kimball Methodology
2 4 (66.67%) ETL
2 4 (66.67%) Performance Tuning
3 3 (50.00%) Business Intelligence
4 1 (16.67%) Business Analysis
4 1 (16.67%) Data Analysis
4 1 (16.67%) Data Management
4 1 (16.67%) Spend Analysis
Programming Languages
1 5 (83.33%) SQL
1 5 (83.33%) T-SQL
2 1 (16.67%) VBA
Qualifications
1 1 (16.67%) Degree
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 1 (16.67%) Microsoft
1 1 (16.67%) Tableau