Period
to 17 November 2018

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 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 > East Midlands
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 133 146 146
Rank change year-on-year +13 0 -6
Contract jobs citing Physical Data Model 8 6 8
As % of all contract IT jobs advertised in the East Midlands 0.30% 0.19% 0.24%
As % of the Processes & Methodologies category 0.37% 0.22% 0.29%
Number of daily rates quoted 5 5 1
East Midlands median daily rate £385 £475 £288
Median daily rate % change year-on-year -18.95% +65.22% -36.11%
10th Percentile £336 £463 £281
90th Percentile £487 £545 £294
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
East Midlands 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 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 2,180 2,697 2,751
As % of all contract IT jobs advertised in the East Midlands 81.80% 84.47% 82.99%
Number of daily rates quoted 1,421 1,711 1,744
East Midlands median daily rate £400 £400 £400
10th Percentile £275 £250 £249
90th Percentile £550 £550 £575
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +1.19%
Number of hourly rates quoted 100 104 69
East Midlands median hourly rate £14.88 £15.20 £14.00
Median hourly rate % change year-on-year -2.11% +8.57% -13.58%
10th Percentile £9.52 £9.51 £8.76
90th Percentile £37.90 £49.95 £40.50
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 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
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Physical Data Model in the East Midlands over the 6 months to 17 November 2018.

Contractor daily rate histogram 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 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
Derbyshire - 8 £385 -
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 East Midlands region with a requirement for Physical Data Model.

1 8 (100.00%) Oracle
1 8 (100.00%) SQL Server
1 8 (100.00%) DB2
1 8 (100.00%) Web Services
1 8 (100.00%) XML
1 8 (100.00%) Data Warehouse
1 8 (100.00%) Data Modelling
1 8 (100.00%) ETL
1 8 (100.00%) RDBMS
1 8 (100.00%) Snowflake Schema
1 8 (100.00%) Oracle Database 10g
1 8 (100.00%) Informatica
1 8 (100.00%) Teradata
1 8 (100.00%) Agile Software Development
1 8 (100.00%) SQL Server 2005
1 8 (100.00%) Netezza
1 8 (100.00%) DB2 UDB
1 8 (100.00%) Degree
1 8 (100.00%) Computer Science
1 8 (100.00%) Oracle Database 11g
1 8 (100.00%) Unit Testing
1 8 (100.00%) Dimensional Modelling
1 8 (100.00%) Data Integration
1 8 (100.00%) SQL Server 2008
1 8 (100.00%) SQL Server 2012
1 8 (100.00%) Oracle Database
1 8 (100.00%) Performance Monitoring
1 8 (100.00%) Relational Database
1 8 (100.00%) Logical Data Model
1 8 (100.00%) Translating Business Requirements

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:

Database & Business Intelligence
1 8 (100.00%) Data Warehouse
1 8 (100.00%) DB2
1 8 (100.00%) DB2 UDB
1 8 (100.00%) Oracle Database
1 8 (100.00%) Oracle Database 10g
1 8 (100.00%) Oracle Database 11g
1 8 (100.00%) RDBMS
1 8 (100.00%) Relational Database
1 8 (100.00%) Snowflake Schema
1 8 (100.00%) SQL Server
1 8 (100.00%) SQL Server 2005
1 8 (100.00%) SQL Server 2008
1 8 (100.00%) SQL Server 2012
2 7 (87.50%) PowerCenter
Job Titles
1 8 (100.00%) Developer
1 8 (100.00%) Informatica Developer
Libraries, Frameworks & Software Standards
1 8 (100.00%) Web Services
1 8 (100.00%) XML
Miscellaneous
1 8 (100.00%) Computer Science
Processes & Methodologies
1 8 (100.00%) Agile Software Development
1 8 (100.00%) Data Acquisition
1 8 (100.00%) Data Integration
1 8 (100.00%) Data Modelling
1 8 (100.00%) Dimensional Modelling
1 8 (100.00%) ETL
1 8 (100.00%) Logical Data Model
1 8 (100.00%) Performance Monitoring
1 8 (100.00%) Translating Business Requirements
1 8 (100.00%) Unit Testing
Qualifications
1 8 (100.00%) Computer Science Degree
1 8 (100.00%) Degree
1 8 (100.00%) Master's Degree
2 6 (75.00%) Security Cleared
3 5 (62.50%) SC Cleared
4 3 (37.50%) BPSS Clearance
Vendors
1 8 (100.00%) Informatica
1 8 (100.00%) Netezza
1 8 (100.00%) Oracle
1 8 (100.00%) Teradata