Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
North West > Lancashire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 77 73 71
Rank change year-on-year -4 -2 +9
Permanent jobs citing Data Modelling 3 12 20
As % of all permanent IT jobs advertised in Lancashire 0.34% 1.32% 2.02%
As % of the Processes & Methodologies category 0.39% 1.49% 2.40%
Number of salaries quoted 3 10 19
Lancashire median annual salary £32,500 £35,750 £30,459
Median salary % change year-on-year -9.09% +17.37% -14.20%
10th Percentile £24,850 £32,900 £28,250
90th Percentile £33,750 £44,200 £45,577
North West median annual salary £46,000 £45,000 £43,596
% change year-on-year +2.22% +3.22% +8.99%

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

All Process and Methodology Skills
Lancashire
Permanent vacancies with a requirement for process or methodology skills 760 803 834
As % of all permanent IT jobs advertised in Lancashire 85.78% 88.14% 84.16%
Number of salaries quoted 613 725 672
Lancashire median annual salary £35,000 £37,500 £35,000
Median salary % change year-on-year -6.67% +7.14% -
10th Percentile £23,750 £23,600 £23,138
90th Percentile £53,750 £52,500 £46,250
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Data Modelling
Job Vacancy Trend in Lancashire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Lancashire.

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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Preston -5 2 £32,500 -18.75%
Skelmersdale -6 1 £24,500 -37.58%
Data Modelling
North West

For the 6 months to 23 November 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 3 (100.00%) SQL Server
1 3 (100.00%) SQL
1 3 (100.00%) Degree
2 2 (66.67%) SQL Server Reporting Services
2 2 (66.67%) T-SQL
2 2 (66.67%) Data Architecture
2 2 (66.67%) Business Intelligence
3 1 (33.33%) Marketing Strategy
3 1 (33.33%) Relational Database
3 1 (33.33%) SQL Server Management Studio (SSMS)
3 1 (33.33%) Microsoft Office
3 1 (33.33%) Microsoft Excel
3 1 (33.33%) Data Mining
3 1 (33.33%) Facilities Management
3 1 (33.33%) Marketing
3 1 (33.33%) Computer Science
3 1 (33.33%) Digital Marketing

Data Modelling
Co-occurring 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 (33.33%) Microsoft Excel
1 1 (33.33%) Microsoft Office
Database & Business Intelligence
1 3 (100.00%) SQL Server
2 2 (66.67%) SQL Server Reporting Services
3 1 (33.33%) Data Mining
3 1 (33.33%) Relational Database
Development Applications
1 1 (33.33%) SQL Server Management Studio (SSMS)
General
1 1 (33.33%) Marketing
Job Titles
1 3 (100.00%) Analyst
1 3 (100.00%) Data Analyst
2 2 (66.67%) Database Analyst
3 1 (33.33%) Administrator
3 1 (33.33%) Data Administrator
3 1 (33.33%) Database Specialist
3 1 (33.33%) DBA
3 1 (33.33%) Service Analyst
Miscellaneous
1 1 (33.33%) Computer Science
Processes & Methodologies
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Data Architecture
2 1 (33.33%) Digital Marketing
2 1 (33.33%) Facilities Management
2 1 (33.33%) Marketing Strategy
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) T-SQL
Qualifications
1 3 (100.00%) Degree