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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Modelling
North West / Lancashire
Rank 54 47 60
Rank change year-on-year
-7 +13
Permanent jobs citing Data Modelling 5 4 2
As % of all permanent IT jobs located in Lancashire 1.10% 1.13% 0.40%
As % of the Processes & Methodologies category 1.22% 1.35% 0.45%
Number of salaries quoted 5 4 2
Median salary £33,000 £31,479 £37,250
Median salary % change year-on-year
+4.83% -15.49%
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 Lancashire region.

Processes & Methodologies Category
Lancashire
Permanent IT job ads with a match in the
Processes & Methodologies category
409 297 446
As % of all permanent IT jobs located in Lancashire 90.09% 84.14% 90.10%
Number of salaries quoted 371 252 390
Median salary £35,000 £35,000 £37,500
Median salary % change year-on-year
- -6.66%
90% offered a salary of more than £21,500 £27,500 £24,375
10% offered a salary of more than £45,500 £55,000 £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 23 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
Chorley - 5 £33,000 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Lancashire

For the 6 months to 23 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 Lancashire region with a requirement for Data Modelling.

1 15 (100.00%) SQL
2 12 (80.00%) SQL Server
2 12 (80.00%) Business Intelligence
3 11 (73.33%) T-SQL
4 10 (66.67%) SQL Server Reporting Services
4 10 (66.67%) Data Analysis
4 10 (66.67%) SQL Server Integration Services
4 10 (66.67%) MDX
4 10 (66.67%) Tableau
4 10 (66.67%) Power BI
5 9 (60.00%) Data Analytics
5 9 (60.00%) Analytics
5 9 (60.00%) VBA
5 9 (60.00%) Data Mining
6 3 (20.00%) CRM
6 3 (20.00%) Microsoft
6 3 (20.00%) Data Integration
7 2 (13.33%) Data Warehouse
7 2 (13.33%) ITIL
7 2 (13.33%) Microsoft Certification
8 1 (6.67%) SPSS
8 1 (6.67%) Customer Intelligence
8 1 (6.67%) ETL
8 1 (6.67%) B2B
8 1 (6.67%) IBM
8 1 (6.67%) MS Excel
8 1 (6.67%) MS Access
8 1 (6.67%) OLAP
8 1 (6.67%) ISEB
8 1 (6.67%) Finance

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 1 (6.67%) MS Excel
1 1 (6.67%) SPSS
1 1 (6.67%) SPSS Modeler
Database & Business Intelligence
1 12 (80.00%) SQL Server
2 10 (66.67%) Power BI
2 10 (66.67%) SQL Server Integration Services
2 10 (66.67%) SQL Server Reporting Services
3 9 (60.00%) Data Mining
4 2 (13.33%) Data Warehouse
5 1 (6.67%) MS Access
5 1 (6.67%) OLAP
5 1 (6.67%) SQL Server 2012
5 1 (6.67%) SQL Server Analysis Services
Development Applications
1 1 (6.67%) Team Foundation Server
General
1 1 (6.67%) Finance
1 1 (6.67%) Marketing
Job Titles
1 10 (66.67%) Analyst
1 10 (66.67%) SQL Analyst
1 10 (66.67%) SQL Data Analyst
2 9 (60.00%) Data Analyst
2 9 (60.00%) SQL Server Analyst
2 9 (60.00%) SSIS Analyst
2 9 (60.00%) SSRS Analyst
3 2 (13.33%) MI Manager
4 1 (6.67%) Business Intelligence Analyst
4 1 (6.67%) Business Intelligence Developer
4 1 (6.67%) Data Manager
4 1 (6.67%) Developer
4 1 (6.67%) Insight Manager
4 1 (6.67%) Report Manager
4 1 (6.67%) SSAS Developer
4 1 (6.67%) SSIS Developer
4 1 (6.67%) SSRS Developer
4 1 (6.67%) Test Analyst
4 1 (6.67%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 10 (66.67%) MDX
Processes & Methodologies
1 12 (80.00%) Business Intelligence
2 10 (66.67%) Data Analysis
3 9 (60.00%) Analytics
3 9 (60.00%) Data Analytics
4 3 (20.00%) CRM
4 3 (20.00%) Data Integration
5 2 (13.33%) ITIL
6 1 (6.67%) B2B
6 1 (6.67%) Customer Intelligence
6 1 (6.67%) Customer Segmentation
6 1 (6.67%) Data Transformation
6 1 (6.67%) Data Visualisation
6 1 (6.67%) ETL
6 1 (6.67%) Propensity Modelling
6 1 (6.67%) Single Customer View
6 1 (6.67%) Stakeholder Management
6 1 (6.67%) Visualisation
Programming Languages
1 15 (100.00%) SQL
2 11 (73.33%) T-SQL
3 9 (60.00%) VBA
4 1 (6.67%) Data Analysis Expressions (DAX)
Qualifications
1 2 (13.33%) Microsoft Certification
2 1 (6.67%) ISEB
2 1 (6.67%) ISTQB
Vendors
1 10 (66.67%) Tableau
2 3 (20.00%) Microsoft
3 1 (6.67%) IBM