Period
to 14 December 2017

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 14 December 2017 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 > East Midlands
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 143 144 143
Rank change year-on-year +1 -1 -10
Contract jobs citing Physical Data Model 5 7 3
As % of all contract IT jobs advertised in the East Midlands 0.16% 0.21% 0.095%
As % of the Processes & Methodologies category 0.19% 0.26% 0.12%
Number of daily rates quoted 4 0 3
East Midlands median daily rate £488 - £425
10th Percentile £463 - £355
90th Percentile £553 - £478
England median daily rate £500 £458 £450
% change year-on-year +9.29% +1.67% -
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate - - -

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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 2649 2670 2483
As % of all contract IT jobs advertised in the East Midlands 82.88% 81.65% 78.30%
Number of daily rates quoted 1680 1695 1577
East Midlands median daily rate £388 £400 £375
Median daily rate % change year-on-year -3.13% +6.67% -
10th Percentile £242 £225 £225
90th Percentile £550 £575 £525
England median daily rate £450 £430 £425
% change year-on-year +4.65% +1.18% +6.25%
Number of hourly rates quoted 92 73 88
East Midlands median hourly rate £16.50 £14.00 £16.00
Median hourly rate % change year-on-year +17.86% -12.50% -3.03%
10th Percentile £9.37 £8.76 £10.37
90th Percentile £47.95 £42.00 £37.88
England median hourly rate £25.00 £24.41 £22.06
% change year-on-year +2.42% +10.67% +16.09%

Physical Data Model
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Physical Data Model in the East Midlands

Physical Data Model
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Physical Data Model in the East Midlands

Physical Data Model
Contract Job Locations in the East Midlands

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 East Midlands region over the 6 months to 14 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire +9 4 £500 -
Leicestershire - 1 £475 -
Physical Data Model
England

For the 6 months to 14 December 2017, IT contractor jobs citing Physical Data Model also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the East Midlands region with a requirement for Physical Data Model.

1 5 (100.00%) Data Modelling
1 5 (100.00%) Logical Data Model
2 3 (60.00%) Data Migration
2 3 (60.00%) Data Warehouse
2 3 (60.00%) Migration
2 3 (60.00%) Data Management
3 2 (40.00%) SQL Server Integration Services
3 2 (40.00%) Data Conversion
3 2 (40.00%) Talend Open Studio
3 2 (40.00%) ERP
3 2 (40.00%) ERwin
3 2 (40.00%) ETL
3 2 (40.00%) SQL
3 2 (40.00%) T-SQL
3 2 (40.00%) SQL Server
3 2 (40.00%) UML
3 2 (40.00%) Data Quality
3 2 (40.00%) Talend
3 2 (40.00%) Data Transformation
3 2 (40.00%) Data Structures
4 1 (20.00%) ETL Development
4 1 (20.00%) SQL Server 2014
4 1 (20.00%) SQL Server 2016
4 1 (20.00%) Data Analysis Expressions (DAX)
4 1 (20.00%) Kimball Methodology
4 1 (20.00%) PowerPivot
4 1 (20.00%) Data Cleansing
4 1 (20.00%) Oracle
4 1 (20.00%) Business Intelligence
4 1 (20.00%) Microsoft

Physical Data Model
Co-occurring IT Skills in the East Midlands 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:

Business Applications
1 1 (20.00%) Oracle EBS
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
2 2 (40.00%) SQL Server
2 2 (40.00%) SQL Server Integration Services
3 1 (20.00%) PowerPivot
3 1 (20.00%) SQL Server 2014
3 1 (20.00%) SQL Server 2016
3 1 (20.00%) SQL Server Reporting Services
Development Applications
1 2 (40.00%) ERwin
1 2 (40.00%) Talend Open Studio
2 1 (20.00%) PowerDesigner
General
1 1 (20.00%) Banking
1 1 (20.00%) Legal
1 1 (20.00%) Retail
Job Titles
1 3 (60.00%) Data Modeller
2 1 (20.00%) Analyst
2 1 (20.00%) Business Intelligence Developer
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Manager
2 1 (20.00%) Data Model Manager
2 1 (20.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) MDX
Miscellaneous
1 2 (40.00%) Data Structures
Processes & Methodologies
1 5 (100.00%) Data Modelling
1 5 (100.00%) Logical Data Model
2 3 (60.00%) Data Management
2 3 (60.00%) Data Migration
2 3 (60.00%) Migration
3 2 (40.00%) Data Conversion
3 2 (40.00%) Data Transformation
3 2 (40.00%) ERP
3 2 (40.00%) ETL
3 2 (40.00%) UML
4 1 (20.00%) Business Intelligence
4 1 (20.00%) Data Architecture
4 1 (20.00%) Data Cleansing
4 1 (20.00%) Data Extraction
4 1 (20.00%) Data Mapping
4 1 (20.00%) Enterprise Modelling
4 1 (20.00%) ETL Development
4 1 (20.00%) Kimball Methodology
4 1 (20.00%) Validation
4 1 (20.00%) Visualisation
Programming Languages
1 2 (40.00%) SQL
1 2 (40.00%) T-SQL
2 1 (20.00%) Data Analysis Expressions (DAX)
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 2 (40.00%) Talend
2 1 (20.00%) Microsoft
2 1 (20.00%) Oracle