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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 51 52 62
Rank change year-on-year
+1 +10
Permanent jobs citing Data Modelling 12 4 6
As % of all permanent IT jobs located in Lancashire 2.26% 0.91% 1.17%
As % of the Processes & Methodologies category 2.58% 1.12% 1.34%
Number of salaries quoted 10 4 3
Median salary £33,000 £30,459 £34,000
Median salary % change year-on-year
+8.34% -10.41%
90% offered a salary of more than £32,900 £30,459 £32,000
10% offered a salary of more than £41,950 £31,888 £35,200
UK excluding London median salary £47,500 £48,045 £45,000
% change year-on-year
-1.13% +6.76%
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
465 358 448
As % of all permanent IT jobs located in Lancashire 87.57% 81.36% 87.16%
Number of salaries quoted 422 275 385
Median salary £39,000 £37,500 £35,000
Median salary % change year-on-year
+4.00% +7.14%
90% offered a salary of more than £23,500 £28,000 £26,500
10% offered a salary of more than £50,000 £47,500 £56,500
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
Salary Histogram in Lancashire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Lancashire region over the 3 months to 9 December 2016.

Data Modelling Salary Histogram 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 9 December 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
Chorley - 7 £33,000 -
Preston - 3 £40,000 -
Burnley - 1 £32,000 -
Nelson - 1 £59,500 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Lancashire

For the 6 months to 9 December 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 12 (100.00%) SQL
2 9 (75.00%) SQL Server
2 9 (75.00%) Business Intelligence
3 8 (66.67%) T-SQL
4 7 (58.33%) SQL Server Reporting Services
4 7 (58.33%) Data Analysis
4 7 (58.33%) SQL Server Integration Services
4 7 (58.33%) MDX
4 7 (58.33%) Tableau
4 7 (58.33%) Power BI
5 6 (50.00%) Data Analytics
5 6 (50.00%) Analytics
5 6 (50.00%) VBA
5 6 (50.00%) Data Mining
6 3 (25.00%) CRM
6 3 (25.00%) Microsoft
6 3 (25.00%) Data Integration
7 2 (16.67%) Data Warehouse
7 2 (16.67%) ITIL
7 2 (16.67%) Microsoft Certification
8 1 (8.33%) SPSS
8 1 (8.33%) Customer Intelligence
8 1 (8.33%) ETL
8 1 (8.33%) B2B
8 1 (8.33%) IBM
8 1 (8.33%) MS Excel
8 1 (8.33%) MS Access
8 1 (8.33%) OLAP
8 1 (8.33%) ISEB
8 1 (8.33%) 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 (8.33%) MS Excel
1 1 (8.33%) SPSS
Database & Business Intelligence
1 9 (75.00%) SQL Server
2 7 (58.33%) Power BI
2 7 (58.33%) SQL Server Integration Services
2 7 (58.33%) SQL Server Reporting Services
3 6 (50.00%) Data Mining
4 2 (16.67%) Data Warehouse
5 1 (8.33%) MS Access
5 1 (8.33%) OLAP
5 1 (8.33%) SQL Server 2012
5 1 (8.33%) SQL Server Analysis Services
Development Applications
1 1 (8.33%) Team Foundation Server
General
1 1 (8.33%) Finance
1 1 (8.33%) Marketing
Job Titles
1 7 (58.33%) Analyst
1 7 (58.33%) SQL Analyst
1 7 (58.33%) SQL Data Analyst
2 6 (50.00%) Data Analyst
2 6 (50.00%) SQL Server Analyst
2 6 (50.00%) SSIS Analyst
2 6 (50.00%) SSRS Analyst
3 2 (16.67%) MI Manager
4 1 (8.33%) Business Intelligence Analyst
4 1 (8.33%) Business Intelligence Developer
4 1 (8.33%) Data Manager
4 1 (8.33%) Developer
4 1 (8.33%) Insight Manager
4 1 (8.33%) Report Manager
4 1 (8.33%) SSAS Developer
4 1 (8.33%) SSIS Developer
4 1 (8.33%) SSRS Developer
4 1 (8.33%) Test Analyst
4 1 (8.33%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 7 (58.33%) MDX
Miscellaneous
1 3 (25.00%) Data Integration
2 1 (8.33%) Visualisation
Processes & Methodologies
1 9 (75.00%) Business Intelligence
2 7 (58.33%) Data Analysis
3 6 (50.00%) Analytics
3 6 (50.00%) Data Analytics
4 3 (25.00%) CRM
5 2 (16.67%) ITIL
6 1 (8.33%) B2B
6 1 (8.33%) Customer Intelligence
6 1 (8.33%) Customer Segmentation
6 1 (8.33%) Data Transformation
6 1 (8.33%) Data Visualisation
6 1 (8.33%) ETL
6 1 (8.33%) Propensity Modelling
6 1 (8.33%) Stakeholder Management
Programming Languages
1 12 (100.00%) SQL
2 8 (66.67%) T-SQL
3 6 (50.00%) VBA
4 1 (8.33%) Data Analysis Expressions (DAX)
Qualifications
1 2 (16.67%) Microsoft Certification
2 1 (8.33%) ISEB
2 1 (8.33%) ISTQB
Vendors
1 7 (58.33%) Tableau
2 3 (25.00%) Microsoft
3 1 (8.33%) IBM