Period
to 17 November 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Physical Data Model skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Physical Data Model over the 6 months to 17 November 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Physical Data Model
England > Yorkshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 192 179 211
Rank change year-on-year -13 +32 -8
Contract jobs citing Physical Data Model 2 6 6
As % of all contract IT jobs advertised in Yorkshire 0.041% 0.14% 0.11%
As % of the Processes & Methodologies category 0.047% 0.16% 0.13%
Number of daily rates quoted 2 5 5
Yorkshire median daily rate £363 £575 £575
Median daily rate % change year-on-year -36.96% - +64.29%
10th Percentile £321 £408 £455
90th Percentile £394 £591 £750
England median daily rate £550 £500 £471
% change year-on-year +10.00% +6.27% +7.54%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £18.50 - -

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

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 4,256 3,758 4,698
As % of all contract IT jobs advertised in Yorkshire 86.45% 85.31% 85.53%
Number of daily rates quoted 2,880 2,502 3,058
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £280 £256 £263
90th Percentile £550 £550 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +1.19%
Number of hourly rates quoted 117 102 135
Yorkshire median hourly rate £17.00 £15.00 £14.75
Median hourly rate % change year-on-year +13.33% +1.69% +1.72%
10th Percentile £11.00 £9.82 £10.85
90th Percentile £43.25 £40.00 £40.30
England median hourly rate £22.00 £23.50 £22.85
% change year-on-year -6.38% +2.87% +3.84%

Physical Data Model
Job Vacancy Trend in Yorkshire

Job postings citing Physical Data Model as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Physical Data Model in Yorkshire

Physical Data Model
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Physical Data Model in Yorkshire.

Contractor daily rate trend for Physical Data Model in Yorkshire

Physical Data Model
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Physical Data Model within the Yorkshire region over the 6 months to 17 November 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -12 2 £363 -0.68%
Physical Data Model
England

For the 6 months to 17 November 2018, IT contractor jobs citing Physical Data Model also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Yorkshire region with a requirement for Physical Data Model.

1 2 (100.00%) Data Modelling
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Microsoft
2 1 (50.00%) Migration
2 1 (50.00%) SQL Server Reporting Services
2 1 (50.00%) Data Analysis
2 1 (50.00%) Microsoft PowerPoint
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) Requirements Analysis
2 1 (50.00%) JIRA
2 1 (50.00%) QlikView
2 1 (50.00%) SQL Server Analysis Services
2 1 (50.00%) Data Migration
2 1 (50.00%) Git (software)
2 1 (50.00%) Requirements Engineering
2 1 (50.00%) Process Improvement
2 1 (50.00%) Kimball Methodology
2 1 (50.00%) User Stories
2 1 (50.00%) Relational Database
2 1 (50.00%) Data Structures
2 1 (50.00%) Logical Data Model
2 1 (50.00%) ETL Development
2 1 (50.00%) Collaborative Working
2 1 (50.00%) SQL
2 1 (50.00%) T-SQL
2 1 (50.00%) SQL Server
2 1 (50.00%) Microsoft Office
2 1 (50.00%) Microsoft Excel
2 1 (50.00%) Data Warehouse

Physical Data Model
Co-occurring IT Skills in Yorkshire 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 (50.00%) Microsoft Excel
1 1 (50.00%) Microsoft Office
1 1 (50.00%) Microsoft PowerPoint
Database & Business Intelligence
1 1 (50.00%) Data Warehouse
1 1 (50.00%) QlikView
1 1 (50.00%) Relational Database
1 1 (50.00%) SQL Server
1 1 (50.00%) SQL Server Analysis Services
1 1 (50.00%) SQL Server Integration Services
1 1 (50.00%) SQL Server Reporting Services
Development Applications
1 1 (50.00%) Git (software)
1 1 (50.00%) JIRA
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Business Analyst
1 1 (50.00%) Business Intelligence Developer
1 1 (50.00%) Developer
1 1 (50.00%) SSIS Developer
Miscellaneous
1 1 (50.00%) Data Structures
Processes & Methodologies
1 2 (100.00%) Data Modelling
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Collaborative Working
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Migration
2 1 (50.00%) ETL
2 1 (50.00%) ETL Development
2 1 (50.00%) Kimball Methodology
2 1 (50.00%) Logical Data Model
2 1 (50.00%) Migration
2 1 (50.00%) Process Improvement
2 1 (50.00%) Requirements Analysis
2 1 (50.00%) Requirements Engineering
2 1 (50.00%) User Stories
Programming Languages
1 1 (50.00%) SQL
1 1 (50.00%) T-SQL
Vendors
1 1 (50.00%) Microsoft