The following table provides summary statistics for permanent job vacancies advertised in Lancashire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Data Modelling
North West / Lancashire
Rank 52 47 47
Rank change year-on-year -5 0  
Permanent jobs citing Data Modelling 2 4 5
As % of all permanent IT jobs advertised in Lancashire 0.48% 1.20% 1.16%
As % of the Processes & Methodologies category 0.54% 1.40% 1.34%
Number of salaries quoted 2 4 5
Median salary £33,000 £38,979 £30,969
Median salary % change year-on-year -15.33% +25.86%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Lancashire with a requirement for process and methodology skills.

Process & Methodology Skills
Lancashire
Permanent job vacancies with a requirement for process and methodology skills 373 285 374
As % of all permanent IT job vacancies advertised in Lancashire 89.02% 85.84% 86.57%
Number of salaries quoted 341 241 330
Median salary £37,500 £35,000 £37,500
Median salary % change year-on-year +7.14% -6.66%  
90% offered a salary of more than £22,500 £27,500 £24,375
10% offered a salary of more than £55,000 £55,000 £48,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Lancashire

The job posting trend of jobs advertised in Lancashire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Lancashire.

Salary trend for Data Modelling 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 27 March 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
Chorley - 2 £33,000 -
Data Modelling
North West

Data Modelling
Top 24 Related IT Skills in Lancashire

For the 6 months to 27 March 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 Lancashire region with a requirement for Data Modelling.

1 11 (100.00%) SQL
2 10 (90.91%) T-SQL
2 10 (90.91%) SQL Server
2 10 (90.91%) Business Intelligence
3 9 (81.82%) Data Mining
3 9 (81.82%) Power BI
3 9 (81.82%) Tableau
3 9 (81.82%) Data Analytics
3 9 (81.82%) Analytics
3 9 (81.82%) MDX
3 9 (81.82%) VBA
3 9 (81.82%) SQL Server Reporting Services
3 9 (81.82%) Data Analysis
3 9 (81.82%) SQL Server Integration Services
4 1 (9.09%) ISTQB
4 1 (9.09%) Finance
4 1 (9.09%) Microsoft
4 1 (9.09%) ISEB
4 1 (9.09%) Microsoft Certification
4 1 (9.09%) ITIL
4 1 (9.09%) CRM
4 1 (9.09%) Data Warehouse
4 1 (9.09%) Team Foundation Server
4 1 (9.09%) Data Integration

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:

Database & Business Intelligence
1 10 (90.91%) SQL Server
2 9 (81.82%) Data Mining
2 9 (81.82%) Power BI
2 9 (81.82%) SQL Server Integration Services
2 9 (81.82%) SQL Server Reporting Services
3 1 (9.09%) Data Warehouse
Development Applications
1 1 (9.09%) Team Foundation Server
General
1 1 (9.09%) Finance
Job Titles
1 10 (90.91%) Analyst
1 10 (90.91%) SQL Analyst
1 10 (90.91%) SQL Data Analyst
2 9 (81.82%) Data Analyst
2 9 (81.82%) SQL Server Analyst
2 9 (81.82%) SSIS Analyst
2 9 (81.82%) SSRS Analyst
3 1 (9.09%) Business Intelligence Analyst
3 1 (9.09%) MI Manager
3 1 (9.09%) Test Analyst
3 1 (9.09%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 9 (81.82%) MDX
Processes & Methodologies
1 10 (90.91%) Business Intelligence
2 9 (81.82%) Analytics
2 9 (81.82%) Data Analysis
2 9 (81.82%) Data Analytics
3 1 (9.09%) CRM
3 1 (9.09%) Data Integration
3 1 (9.09%) ITIL
Programming Languages
1 11 (100.00%) SQL
2 10 (90.91%) T-SQL
3 9 (81.82%) VBA
Qualifications
1 1 (9.09%) ISEB
1 1 (9.09%) ISTQB
1 1 (9.09%) Microsoft Certification
Vendors
1 9 (81.82%) Tableau
2 1 (9.09%) Microsoft