The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Lancashire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 54 47 67
Rank change year-on-year
-7 +20
Permanent jobs citing Data Modelling 1 17 5
As % of all permanent IT jobs located in Lancashire 0.26% 3.41% 0.97%
As % of the Processes & Methodologies category 0.31% 4.04% 1.14%
Number of salaries quoted 1 16 2
Median salary £40,000 £30,459 £55,875
Median salary % change year-on-year
+31.32% -45.48%
UK excluding London median salary £47,500 £47,500 £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 Lancashire region.

Processes & Methodologies Category
Lancashire
Permanent IT job ads with a match in the
Processes & Methodologies category
326 421 438
As % of all permanent IT jobs located in Lancashire 85.56% 84.54% 85.38%
Number of salaries quoted 293 351 352
Median salary £40,000 £35,000 £37,500
Median salary % change year-on-year
+14.28% -6.66%
90% offered a salary of more than £27,550 £29,000 £24,000
10% offered a salary of more than £52,500 £50,000 £45,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Lancashire

The demand trend of job ads across the Lancashire 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 Lancashire

Data Modelling
Salary Trend in Lancashire

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

Data Modelling Salary Trend in Lancashire

Data Modelling
Job Locations in Lancashire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Lancashire region over the 3 months to 28 August 2016. 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
(Click see detailed
statistics and trends)
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
Skelmersdale - 1 £40,000 -
Data Modelling
North West

Data Modelling
Top 27 Related IT Skills in Lancashire

For the 6 months to 28 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 Lancashire region with a requirement for Data Modelling.

1 6 (100.00%) SQL
1 6 (100.00%) Business Intelligence
2 4 (66.67%) QlikView
3 3 (50.00%) Performance Optimisation
3 3 (50.00%) SQL Server Integration Services
3 3 (50.00%) ETL
3 3 (50.00%) SQL Server Reporting Services
3 3 (50.00%) Microsoft
3 3 (50.00%) Manufacturing
3 3 (50.00%) SQL Server
4 2 (33.33%) OLAP
4 2 (33.33%) MS Excel
4 2 (33.33%) Data Warehouse
4 2 (33.33%) T-SQL
4 2 (33.33%) Finance
4 2 (33.33%) SQL Server Analysis Services
5 1 (16.67%) PowerPivot
5 1 (16.67%) SQL Server 2012
5 1 (16.67%) Data Analysis Expressions (DAX)
5 1 (16.67%) Relational Database
5 1 (16.67%) MDX
5 1 (16.67%) Analytical Skills
5 1 (16.67%) OLAP Cube
5 1 (16.67%) Enterprise Data Warehouse
5 1 (16.67%) Power BI
5 1 (16.67%) VBScript
5 1 (16.67%) VBA

Data Modelling
Top Related IT Skills in Lancashire 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 (33.33%) MS Excel
Database & Business Intelligence
1 4 (66.67%) QlikView
2 3 (50.00%) SQL Server
2 3 (50.00%) SQL Server Integration Services
2 3 (50.00%) SQL Server Reporting Services
3 2 (33.33%) Data Warehouse
3 2 (33.33%) OLAP
3 2 (33.33%) SQL Server Analysis Services
4 1 (16.67%) Enterprise Data Warehouse
4 1 (16.67%) OLAP Cube
4 1 (16.67%) Power BI
4 1 (16.67%) PowerPivot
4 1 (16.67%) Relational Database
4 1 (16.67%) SQL Server 2012
General
1 3 (50.00%) Manufacturing
2 2 (33.33%) Finance
Job Titles
1 5 (83.33%) Developer
2 4 (66.67%) Business Intelligence Developer
3 3 (50.00%) QlikView Developer
4 2 (33.33%) Analyst
4 2 (33.33%) Business Intelligence Analyst
5 1 (16.67%) Analyst Developer
5 1 (16.67%) Business Intelligence Data Analyst
5 1 (16.67%) Data Analyst
5 1 (16.67%) Developer Analyst
5 1 (16.67%) Microsoft BI Developer
5 1 (16.67%) Microsoft Developer
5 1 (16.67%) QlikView Analyst
5 1 (16.67%) SQL Analyst
5 1 (16.67%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (16.67%) MDX
Miscellaneous
1 1 (16.67%) Analytical Skills
Processes & Methodologies
1 6 (100.00%) Business Intelligence
2 3 (50.00%) ETL
2 3 (50.00%) Performance Optimisation
Programming Languages
1 6 (100.00%) SQL
2 2 (33.33%) T-SQL
3 1 (16.67%) Data Analysis Expressions (DAX)
3 1 (16.67%) VBA
3 1 (16.67%) VBScript
Vendors
1 3 (50.00%) Microsoft