Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridge with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 21 November 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.

Data Modelling
Cambridgeshire > Cambridge
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 57 48 73
Rank change year-on-year -9 +25 -5
Contract jobs citing Data Modelling 8 10 11
As % of all contract IT jobs advertised in Cambridge 1.13% 1.61% 1.15%
As % of the Processes & Methodologies category 1.36% 1.95% 1.38%
Number of daily rates quoted 6 11 7
Cambridge median daily rate £520 £463 £425
Median daily rate % change year-on-year +12.43% +8.82% -
10th Percentile £368 £400 £325
90th Percentile £744 £550 £563
Cambridgeshire median daily rate £390 £469 £438
% change year-on-year -16.80% +7.14% +2.94%
Number of hourly rates quoted 0 0 2
Cambridge median hourly rate - - £45.00
Cambridgeshire median hourly rate - - £45.00

Data Modelling 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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Contract vacancies with a requirement for process or methodology skills 590 513 798
As % of all contract IT jobs advertised in Cambridge 83.69% 82.74% 83.13%
Number of daily rates quoted 330 261 541
Cambridge median daily rate £375 £400 £388
Median daily rate % change year-on-year -6.25% +3.23% +6.90%
10th Percentile £215 £250 £263
90th Percentile £564 £550 £525
Cambridgeshire median daily rate £375 £388 £385
% change year-on-year -3.23% +0.65% +6.21%
Number of hourly rates quoted 78 54 32
Cambridge median hourly rate £40.50 £39.38 £38.88
Median hourly rate % change year-on-year +2.86% +1.29% +41.36%
10th Percentile £17.09 £14.63 £14.18
90th Percentile £52.88 £58.00 £60.00
Cambridgeshire median hourly rate £39.00 £37.50 £17.75
% change year-on-year +4.00% +111.27% -35.45%

Data Modelling
Job Vacancy Trend in Cambridge

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Data Modelling in Cambridge

Data Modelling
Contractor Daily Rate Trend in Cambridge

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Cambridge.

Contractor daily rate trend for Data Modelling in Cambridge

Data Modelling
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing Data Modelling in Cambridge over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Modelling in Cambridge

Data Modelling
Contractor Hourly Rate Trend in Cambridge

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Modelling in Cambridge.

Contractor hourly rate trend for Data Modelling in Cambridge

For the 6 months to 21 November 2017, IT contractor jobs citing Data Modelling 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 Cambridge region with a requirement for Data Modelling.

1 4 (50.00%) Java
1 4 (50.00%) XML
1 4 (50.00%) REST
2 3 (37.50%) Data Structures
2 3 (37.50%) C++
2 3 (37.50%) LIMS
2 3 (37.50%) PHP
2 3 (37.50%) MySQL
2 3 (37.50%) Python
3 2 (25.00%) Data Strategy
4 1 (12.50%) Microsoft Excel
4 1 (12.50%) SOA
4 1 (12.50%) RDBMS
4 1 (12.50%) Salesforce.com
4 1 (12.50%) Middleware
4 1 (12.50%) SOAP
4 1 (12.50%) Web Services
4 1 (12.50%) Migration
4 1 (12.50%) Agile Software Development
4 1 (12.50%) Data Analysis
4 1 (12.50%) XSD
4 1 (12.50%) User Acceptance Testing
4 1 (12.50%) Mule
4 1 (12.50%) Data Cleansing
4 1 (12.50%) OAuth
4 1 (12.50%) Visualforce
4 1 (12.50%) Apex Code
4 1 (12.50%) Data Governance
4 1 (12.50%) Data Quality
4 1 (12.50%) GitHub

Data Modelling
Co-occurring IT Skills in Cambridge 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 1 (12.50%) Mule
1 1 (12.50%) Mule ESB
Applications
1 1 (12.50%) Microsoft Excel
Cloud Services
1 1 (12.50%) GitHub
Database & Business Intelligence
1 3 (37.50%) MySQL
2 1 (12.50%) RDBMS
2 1 (12.50%) Relational Database
Job Titles
1 4 (50.00%) Architect
2 3 (37.50%) Automation Developer
2 3 (37.50%) Data Architect
2 3 (37.50%) Developer
2 3 (37.50%) Python Developer
3 1 (12.50%) Analyst
3 1 (12.50%) Data Analyst
3 1 (12.50%) Salesforce Analyst
Libraries, Frameworks & Software Standards
1 4 (50.00%) REST
1 4 (50.00%) XML
2 1 (12.50%) Middleware
2 1 (12.50%) OAuth
2 1 (12.50%) SOAP
2 1 (12.50%) Visualforce
2 1 (12.50%) Web Services
2 1 (12.50%) XSD
Miscellaneous
1 3 (37.50%) Data Structures
1 3 (37.50%) LIMS
2 1 (12.50%) Analytical Skills
Processes & Methodologies
1 2 (25.00%) Data Strategy
2 1 (12.50%) Agile Software Development
2 1 (12.50%) Data Analysis
2 1 (12.50%) Data Cleansing
2 1 (12.50%) Data Flow Diagram
2 1 (12.50%) Data Governance
2 1 (12.50%) Microservices
2 1 (12.50%) Migration
2 1 (12.50%) SOA
2 1 (12.50%) User Acceptance Testing
Programming Languages
1 4 (50.00%) Java
2 3 (37.50%) C++
2 3 (37.50%) PHP
2 3 (37.50%) Python
3 1 (12.50%) Apex Code
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
Vendors
1 1 (12.50%) MuleSoft
1 1 (12.50%) Salesforce.com