Period
to 13 December 2018

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 13 December 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.

Data Modelling
Cambridgeshire > Cambridge
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 50 57 48
Rank change year-on-year +7 -9 +21
Contract jobs citing Data Modelling 15 8 11
As % of all contract IT jobs advertised in Cambridge 2.02% 1.14% 1.74%
As % of the Processes & Methodologies category 2.30% 1.32% 2.05%
Number of daily rates quoted 9 6 11
Cambridge median daily rate £540 £520 £463
Median daily rate % change year-on-year +3.85% +12.43% +5.11%
10th Percentile £423 £368 £400
90th Percentile £663 £744 £550
Cambridgeshire median daily rate £545 £390 £469
% change year-on-year +39.74% -16.80% +10.29%
Number of hourly rates quoted 0 0 0
Cambridge median hourly rate - - -
Cambridgeshire median hourly rate - - -

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 651 606 536
As % of all contract IT jobs advertised in Cambridge 87.62% 86.20% 84.68%
Number of daily rates quoted 346 344 261
Cambridge median daily rate £425 £398 £400
Median daily rate % change year-on-year +6.92% -0.63% +3.23%
10th Percentile £284 £254 £250
90th Percentile £583 £575 £550
Cambridgeshire median daily rate £425 £388 £375
% change year-on-year +9.68% +3.33% -2.60%
Number of hourly rates quoted 52 78 64
Cambridge median hourly rate £42.50 £41.00 £37.50
Median hourly rate % change year-on-year +3.66% +9.33% -2.91%
10th Percentile £17.50 £17.09 £12.53
90th Percentile £52.50 £52.88 £47.50
Cambridgeshire median hourly rate £27.75 £40.00 £37.50
% change year-on-year -30.63% +6.67% +105.48%

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 13 December 2018.

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 13 December 2018, IT contractor jobs citing Data Modelling 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 Cambridge region with a requirement for Data Modelling.

1 6 (40.00%) Agile Software Development
2 5 (33.33%) Business Analysis
3 3 (20.00%) Pharmaceutical
3 3 (20.00%) ETL
3 3 (20.00%) SAS
3 3 (20.00%) Business Intelligence
3 3 (20.00%) Workflow
3 3 (20.00%) Finance
3 3 (20.00%) Degree
3 3 (20.00%) Coaching
3 3 (20.00%) User Stories
3 3 (20.00%) PMO
4 2 (13.33%) Information Architecture
4 2 (13.33%) Analytical Skills
4 2 (13.33%) Mentoring
4 2 (13.33%) Customer Requirements
4 2 (13.33%) Scaled Agile Framework
4 2 (13.33%) Self-Motivation
4 2 (13.33%) Epics
4 2 (13.33%) Visualisation
4 2 (13.33%) Portfolio Management
4 2 (13.33%) JIRA
4 2 (13.33%) Time Management
4 2 (13.33%) Performance Management
4 2 (13.33%) Legal
4 2 (13.33%) OLTP
4 2 (13.33%) OLAP
4 2 (13.33%) Data Warehouse
4 2 (13.33%) XML
4 2 (13.33%) MicroStrategy

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 3 (20.00%) SAS
Applications
1 1 (6.67%) MS Visio
1 1 (6.67%) SPSS
Business Applications
1 1 (6.67%) Dynamics CRM
Cloud Services
1 1 (6.67%) Dynamics 365
1 1 (6.67%) Veeva
Communications & Networking
1 1 (6.67%) Wireless
Database & Business Intelligence
1 2 (13.33%) Data Warehouse
1 2 (13.33%) OLAP
1 2 (13.33%) OLTP
2 1 (6.67%) BusinessObjects
2 1 (6.67%) Data Lake
2 1 (6.67%) Data Mining
2 1 (6.67%) Hadoop
2 1 (6.67%) NoSQL
2 1 (6.67%) SQL Server Reporting Services
Development Applications
1 2 (13.33%) JIRA
General
1 3 (20.00%) Finance
1 3 (20.00%) Pharmaceutical
2 2 (13.33%) Legal
3 1 (6.67%) Automotive
3 1 (6.67%) Manufacturing
3 1 (6.67%) Retail
Job Titles
1 6 (40.00%) Architect
2 4 (26.67%) Analyst
3 3 (20.00%) Business Analyst
3 3 (20.00%) Solutions Architect
4 2 (13.33%) Data Architect
4 2 (13.33%) Developer
4 2 (13.33%) Information Architect
4 2 (13.33%) Senior Analyst
4 2 (13.33%) Senior Business Analyst
5 1 (6.67%) Agile Business Analyst
5 1 (6.67%) AWS Architect
5 1 (6.67%) AWS Solutions Architect
5 1 (6.67%) Data Analyst
5 1 (6.67%) Data Integration Architect
5 1 (6.67%) Database Architect
5 1 (6.67%) ETL Analyst
5 1 (6.67%) Integration Architect
5 1 (6.67%) MicroStrategy Architect
5 1 (6.67%) Senior Data Warehouse Specialist
5 1 (6.67%) Tester
Libraries, Frameworks & Software Standards
1 2 (13.33%) XML
2 1 (6.67%) JSON
2 1 (6.67%) SOAP
2 1 (6.67%) WCF
2 1 (6.67%) Web Services
Miscellaneous
1 2 (13.33%) Analytical Skills
1 2 (13.33%) Self-Motivation
2 1 (6.67%) Biotechnology
2 1 (6.67%) Greenfield Project
2 1 (6.67%) Life Science
2 1 (6.67%) NHS
Processes & Methodologies
1 6 (40.00%) Agile Software Development
2 5 (33.33%) Business Analysis
3 3 (20.00%) Business Intelligence
3 3 (20.00%) Coaching
3 3 (20.00%) ETL
3 3 (20.00%) User Stories
3 3 (20.00%) Workflow
4 2 (13.33%) Customer Requirements
4 2 (13.33%) Epics
4 2 (13.33%) Information Architecture
4 2 (13.33%) Mentoring
4 2 (13.33%) Performance Management
4 2 (13.33%) Portfolio Management
4 2 (13.33%) Scaled Agile Framework
4 2 (13.33%) Time Management
4 2 (13.33%) Visualisation
5 1 (6.67%) Data Management
5 1 (6.67%) Requirements Management
5 1 (6.67%) Statistics
5 1 (6.67%) Waterfall
Programming Languages
1 1 (6.67%) C#
1 1 (6.67%) JavaScript
1 1 (6.67%) SQL
Qualifications
1 3 (20.00%) Degree
2 1 (6.67%) MBA
Quality Assurance & Compliance
1 3 (20.00%) PMO
2 1 (6.67%) Data Quality
2 1 (6.67%) GLP
2 1 (6.67%) GMP
2 1 (6.67%) GxP
Vendors
1 2 (13.33%) MicroStrategy
2 1 (6.67%) Microsoft
2 1 (6.67%) Talend