Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 22 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
East of England > Cambridgeshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 82 64 83
Rank change year-on-year -18 +19 +17
Contract jobs citing Data Modelling 13 19 25
As % of all contract IT jobs advertised in Cambridgeshire 0.91% 1.69% 1.60%
As % of the Processes & Methodologies category 1.10% 2.06% 2.02%
Number of daily rates quoted 9 18 10
Cambridgeshire median daily rate £390 £469 £438
Median daily rate % change year-on-year -16.80% +7.14% +2.94%
10th Percentile £361 £400 £325
90th Percentile £740 £550 £533
East of England median daily rate £450 £450 £450
Number of hourly rates quoted 0 0 2
Cambridgeshire median hourly rate - - £45.00
East of England median hourly rate £17.50 - £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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 1185 921 1238
As % of all contract IT jobs advertised in Cambridgeshire 83.39% 81.94% 79.31%
Number of daily rates quoted 597 436 738
Cambridgeshire median daily rate £375 £388 £385
Median daily rate % change year-on-year -3.23% +0.65% +6.21%
10th Percentile £223 £213 £258
90th Percentile £538 £550 £538
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 116 94 82
Cambridgeshire median hourly rate £39.00 £37.50 £17.75
Median hourly rate % change year-on-year +4.00% +111.27% -35.45%
10th Percentile £11.88 £13.58 £11.50
90th Percentile £49.75 £47.50 £51.13
East of England median hourly rate £31.50 £32.00 £23.75
% change year-on-year -1.56% +34.74% -1.53%

Data Modelling
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Modelling in Cambridgeshire

Data Modelling
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Data Modelling in Cambridgeshire

Data Modelling
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Data Modelling in Cambridgeshire over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Modelling in Cambridgeshire

Data Modelling
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Data Modelling in Cambridgeshire

Data Modelling
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Cambridgeshire region over the 6 months to 22 November 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
Cambridge -6 8 £520 +12.43% 1
Peterborough -15 1 - - 2
Data Modelling
East of England

For the 6 months to 22 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 Cambridgeshire region with a requirement for Data Modelling.

1 4 (30.77%) REST
1 4 (30.77%) XML
1 4 (30.77%) Java
2 3 (23.08%) PHP
2 3 (23.08%) MySQL
2 3 (23.08%) Python
2 3 (23.08%) C++
2 3 (23.08%) LIMS
2 3 (23.08%) Use Case
2 3 (23.08%) Business Process Modelling
2 3 (23.08%) Data Structures
3 2 (15.38%) Analytical Skills
3 2 (15.38%) Data Governance
3 2 (15.38%) Data Strategy
3 2 (15.38%) Business Analysis
4 1 (7.69%) Agile Software Development
4 1 (7.69%) Information Management
4 1 (7.69%) Data Analysis
4 1 (7.69%) Data Protection Act
4 1 (7.69%) User Acceptance Testing
4 1 (7.69%) Time Management
4 1 (7.69%) Mule
4 1 (7.69%) Data Protection
4 1 (7.69%) Data Cleansing
4 1 (7.69%) OAuth
4 1 (7.69%) Information Assurance
4 1 (7.69%) Domain-Driven Design
4 1 (7.69%) Visualforce
4 1 (7.69%) Apex Code
4 1 (7.69%) Management Information System

Data Modelling
Co-occurring IT Skills in Cambridgeshire 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 (7.69%) Mule
1 1 (7.69%) Mule ESB
Applications
1 1 (7.69%) Microsoft Excel
Cloud Services
1 1 (7.69%) GitHub
Database & Business Intelligence
1 3 (23.08%) MySQL
2 1 (7.69%) Data Lake
2 1 (7.69%) RDBMS
2 1 (7.69%) Relational Database
General
1 1 (7.69%) Finance
Job Titles
1 5 (38.46%) Analyst
1 5 (38.46%) Architect
2 4 (30.77%) Developer
3 3 (23.08%) Automation Developer
3 3 (23.08%) Business Analyst
3 3 (23.08%) Data Architect
3 3 (23.08%) Python Developer
4 2 (15.38%) Data Analyst
5 1 (7.69%) Analyst Developer
5 1 (7.69%) Financial Analyst
5 1 (7.69%) Information Architect
5 1 (7.69%) Salesforce Analyst
Libraries, Frameworks & Software Standards
1 4 (30.77%) REST
1 4 (30.77%) XML
2 1 (7.69%) FpML
2 1 (7.69%) Middleware
2 1 (7.69%) OAuth
2 1 (7.69%) SOAP
2 1 (7.69%) Visualforce
2 1 (7.69%) Web Services
2 1 (7.69%) XSD
Miscellaneous
1 3 (23.08%) Data Structures
1 3 (23.08%) LIMS
2 2 (15.38%) Analytical Skills
3 1 (7.69%) Data Protection Act
3 1 (7.69%) Management Information System
Processes & Methodologies
1 3 (23.08%) Business Process Modelling
1 3 (23.08%) Use Case
2 2 (15.38%) Business Analysis
2 2 (15.38%) Data Governance
2 2 (15.38%) Data Strategy
3 1 (7.69%) Agile Software Development
3 1 (7.69%) Data Analysis
3 1 (7.69%) Data Cleansing
3 1 (7.69%) Data Flow Diagram
3 1 (7.69%) Data Protection
3 1 (7.69%) Domain Models
3 1 (7.69%) Domain-Driven Design
3 1 (7.69%) Information Assurance
3 1 (7.69%) Information Management
3 1 (7.69%) Microservices
3 1 (7.69%) Migration
3 1 (7.69%) SOA
3 1 (7.69%) Time Management
3 1 (7.69%) User Acceptance Testing
3 1 (7.69%) Workflow
Programming Languages
1 4 (30.77%) Java
2 3 (23.08%) C++
2 3 (23.08%) PHP
2 3 (23.08%) Python
3 1 (7.69%) Apex Code
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 1 (7.69%) MuleSoft
1 1 (7.69%) Salesforce.com