Period
to 11 December 2017

The following table provides summary statistics for contract job vacancies advertised in Northamptonshire 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 11 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
East Midlands > Northamptonshire
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 59 71 58
Rank change year-on-year +12 -13 +1
Contract jobs citing Physical Data Model 4 5 1
As % of all contract IT jobs advertised in Northamptonshire 0.60% 0.55% 0.14%
As % of the Processes & Methodologies category 0.70% 0.64% 0.17%
Number of daily rates quoted 3 0 1
Northamptonshire median daily rate £500 - £340
East Midlands median daily rate £488 - £425
Number of hourly rates quoted 0 0 0
Northamptonshire median hourly rate - - -
East Midlands 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 Northamptonshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Northamptonshire
Contract vacancies with a requirement for process or methodology skills 569 785 592
As % of all contract IT jobs advertised in Northamptonshire 84.80% 87.13% 80.98%
Number of daily rates quoted 355 564 416
Northamptonshire median daily rate £400 £418 £425
Median daily rate % change year-on-year -4.19% -1.76% -
10th Percentile £220 £225 £259
90th Percentile £550 £575 £575
East Midlands median daily rate £390 £400 £375
% change year-on-year -2.50% +6.67% -
Number of hourly rates quoted 7 20 15
Northamptonshire median hourly rate £12.50 £13.75 £17.00
Median hourly rate % change year-on-year -9.09% -19.12% +13.33%
10th Percentile £10.29 £10.50 £9.55
90th Percentile £14.80 £32.95 £18.52
East Midlands median hourly rate £15.45 £14.00 £16.00
% change year-on-year +10.36% -12.50% -3.03%

Physical Data Model
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Physical Data Model in Northamptonshire

Physical Data Model
Contractor Daily Rate Trend in Northamptonshire

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

Contractor daily rate trend for Physical Data Model in Northamptonshire

Physical Data Model
Contract Job Locations in Northamptonshire

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 Northamptonshire region over the 6 months to 11 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
Northampton - 1 £550 -
Physical Data Model
East Midlands

For the 6 months to 11 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 Northamptonshire region with a requirement for Physical Data Model.

1 4 (100.00%) Data Modelling
1 4 (100.00%) Logical Data Model
2 3 (75.00%) Migration
2 3 (75.00%) Data Management
2 3 (75.00%) Data Migration
3 2 (50.00%) Data Conversion
3 2 (50.00%) Talend Open Studio
3 2 (50.00%) Data Quality
3 2 (50.00%) Talend
3 2 (50.00%) Data Transformation
3 2 (50.00%) Data Structures
3 2 (50.00%) ERwin
3 2 (50.00%) UML
3 2 (50.00%) Data Warehouse
3 2 (50.00%) ERP
4 1 (25.00%) ETL
4 1 (25.00%) PowerDesigner
4 1 (25.00%) SQL
4 1 (25.00%) T-SQL
4 1 (25.00%) Oracle
4 1 (25.00%) SQL Server
4 1 (25.00%) Oracle EBS
4 1 (25.00%) Validation
4 1 (25.00%) Banking
4 1 (25.00%) Visualisation
4 1 (25.00%) Enterprise Modelling
4 1 (25.00%) Data Visualisation
4 1 (25.00%) Data Extraction
4 1 (25.00%) Data Mapping
4 1 (25.00%) Data Architecture

Physical Data Model
Co-occurring IT Skills in Northamptonshire 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 (25.00%) Oracle EBS
Database & Business Intelligence
1 2 (50.00%) Data Warehouse
2 1 (25.00%) SQL Server
2 1 (25.00%) SQL Server Integration Services
Development Applications
1 2 (50.00%) ERwin
1 2 (50.00%) Talend Open Studio
2 1 (25.00%) PowerDesigner
General
1 1 (25.00%) Banking
Job Titles
1 3 (75.00%) Data Modeller
2 1 (25.00%) Analyst
2 1 (25.00%) Data Analyst
2 1 (25.00%) Data Manager
2 1 (25.00%) Data Model Manager
Miscellaneous
1 2 (50.00%) Data Structures
Processes & Methodologies
1 4 (100.00%) Data Modelling
1 4 (100.00%) Logical Data Model
2 3 (75.00%) Data Management
2 3 (75.00%) Data Migration
2 3 (75.00%) Migration
3 2 (50.00%) Data Conversion
3 2 (50.00%) Data Transformation
3 2 (50.00%) ERP
3 2 (50.00%) UML
4 1 (25.00%) Data Architecture
4 1 (25.00%) Data Cleansing
4 1 (25.00%) Data Extraction
4 1 (25.00%) Data Mapping
4 1 (25.00%) Data Visualisation
4 1 (25.00%) Enterprise Modelling
4 1 (25.00%) ETL
4 1 (25.00%) Validation
4 1 (25.00%) Visualisation
Programming Languages
1 1 (25.00%) SQL
1 1 (25.00%) T-SQL
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
Vendors
1 2 (50.00%) Talend
2 1 (25.00%) Oracle