Period
to 21 July 2018

The following table provides summary statistics for contract job vacancies advertised in Bedfordshire 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 21 July 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
East of England > Bedfordshire
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 57 - 57
Rank change year-on-year - +57 +2
Contract jobs citing Physical Data Model 4 0 1
As % of all contract IT jobs advertised in Bedfordshire 0.66% - 0.15%
As % of the Processes & Methodologies category 0.73% - 0.18%
Number of daily rates quoted 2 0 1
Bedfordshire median daily rate £425 - £350
10th Percentile £405 - £325
90th Percentile £445 - £375
East of England median daily rate £525 £450 £450
% change year-on-year +16.67% - +2.86%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of 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 Bedfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedfordshire
Contract vacancies with a requirement for process or methodology skills 545 609 564
As % of all contract IT jobs advertised in Bedfordshire 89.34% 89.96% 84.18%
Number of daily rates quoted 363 428 386
Bedfordshire median daily rate £450 £438 £450
Median daily rate % change year-on-year +2.86% -2.78% +5.88%
10th Percentile £263 £300 £280
90th Percentile £588 £575 £606
East of England median daily rate £435 £425 £413
% change year-on-year +2.35% +3.03% +6.45%
Number of hourly rates quoted 15 10 14
Bedfordshire median hourly rate £17.00 £18.00 £45.54
Median hourly rate % change year-on-year -5.56% -60.47% +102.38%
10th Percentile £13.27 £13.69 £15.35
90th Percentile £35.00 £33.90 £50.78
East of England median hourly rate £17.50 £30.00 £22.50
% change year-on-year -41.67% +33.33% -

Physical Data Model
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Physical Data Model in Bedfordshire

Physical Data Model
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for Physical Data Model in Bedfordshire

Physical Data Model
Contract Job Locations in Bedfordshire

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 Bedfordshire region over the 6 months to 21 July 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
Luton - 4 £425 -
Physical Data Model
East of England

For the 6 months to 21 July 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 Bedfordshire region with a requirement for Physical Data Model.

1 4 (100.00%) Data Warehouse
1 4 (100.00%) Data Modelling
1 4 (100.00%) Business Intelligence
1 4 (100.00%) SQL Server
1 4 (100.00%) Agile Software Development
1 4 (100.00%) SQL Server 2008
1 4 (100.00%) Hadoop
1 4 (100.00%) Big Data
1 4 (100.00%) Infrastructure Management
1 4 (100.00%) Logical Data Model
2 3 (75.00%) Data Engineering
2 3 (75.00%) Apache Kudu
2 3 (75.00%) Data Science
2 3 (75.00%) Waterfall
2 3 (75.00%) Apache Hive
2 3 (75.00%) Oozie
2 3 (75.00%) Relational Database
2 3 (75.00%) HDFS
2 3 (75.00%) Impala
2 3 (75.00%) Apache Spark
2 3 (75.00%) Kafka
2 3 (75.00%) Apache Flume
2 3 (75.00%) Analytics
2 3 (75.00%) Amazon AWS
2 3 (75.00%) Retail
2 3 (75.00%) Scrum
2 3 (75.00%) Unix
2 3 (75.00%) Linux
2 3 (75.00%) Python
2 3 (75.00%) OLTP

Physical Data Model
Co-occurring IT Skills in Bedfordshire 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:

Application Platforms
1 3 (75.00%) Apache Spark
Cloud Services
1 3 (75.00%) Amazon AWS
Database & Business Intelligence
1 4 (100.00%) Big Data
1 4 (100.00%) Data Warehouse
1 4 (100.00%) Hadoop
1 4 (100.00%) SQL Server
1 4 (100.00%) SQL Server 2008
2 3 (75.00%) Apache Hive
2 3 (75.00%) Apache Kudu
2 3 (75.00%) Impala
2 3 (75.00%) OLTP
2 3 (75.00%) RDBMS
2 3 (75.00%) Relational Database
General
1 3 (75.00%) Retail
Job Titles
1 3 (75.00%) Architect
2 2 (50.00%) Business Intelligence Architect
2 2 (50.00%) Technical Architect
3 1 (25.00%) Big Data Architect
3 1 (25.00%) Business Consultant
3 1 (25.00%) Business Intelligence Consultant
3 1 (25.00%) Consultant
3 1 (25.00%) Data Architect
3 1 (25.00%) Senior Business Consultant
3 1 (25.00%) Senior Business Intelligence Consultant
3 1 (25.00%) Senior Consultant
Libraries, Frameworks & Software Standards
1 3 (75.00%) Kafka
Operating Systems
1 3 (75.00%) Linux
1 3 (75.00%) Unix
Processes & Methodologies
1 4 (100.00%) Agile Software Development
1 4 (100.00%) Business Intelligence
1 4 (100.00%) Data Modelling
1 4 (100.00%) Infrastructure Management
1 4 (100.00%) Logical Data Model
2 3 (75.00%) Analytics
2 3 (75.00%) Data Engineering
2 3 (75.00%) Data Science
2 3 (75.00%) Scrum
2 3 (75.00%) Waterfall
3 1 (25.00%) Stakeholder Management
Programming Languages
1 3 (75.00%) Python
1 3 (75.00%) Shell Script
System Software
1 3 (75.00%) Apache Flume
1 3 (75.00%) HDFS
Systems Management
1 3 (75.00%) Oozie