Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cheltenham 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
Gloucestershire > Cheltenham
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 17 32 32
Rank change year-on-year +15 0 +7
Contract jobs citing Data Modelling 9 4 5
As % of all contract IT jobs advertised in Cheltenham 6.12% 1.72% 2.05%
As % of the Processes & Methodologies category 7.96% 2.07% 2.89%
Number of daily rates quoted 4 1 3
Cheltenham median daily rate £450 £650 £525
Median daily rate % change year-on-year -30.77% +23.81% +59.09%
10th Percentile £406 £600 £477
90th Percentile £575 £700 £535
Gloucestershire median daily rate £425 £483 £450
% change year-on-year -11.92% +7.22% +7.46%
Number of hourly rates quoted 0 0 0
Cheltenham median hourly rate - - -
Gloucestershire median hourly rate £52.25 - -

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 Cheltenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheltenham
Contract vacancies with a requirement for process or methodology skills 113 193 173
As % of all contract IT jobs advertised in Cheltenham 76.87% 82.83% 70.90%
Number of daily rates quoted 37 107 120
Cheltenham median daily rate £410 £380 £400
Median daily rate % change year-on-year +7.89% -5.00% +1.59%
10th Percentile £280 £263 £274
90th Percentile £663 £563 £503
Gloucestershire median daily rate £400 £388 £400
% change year-on-year +3.23% -3.13% +6.67%
Number of hourly rates quoted 14 17 6
Cheltenham median hourly rate £43.25 £42.50 £42.50
Median hourly rate % change year-on-year +1.76% - +13.33%
10th Percentile £15.15 £37.75 £40.13
90th Percentile £47.50 £46.00 £44.25
Gloucestershire median hourly rate £31.00 £38.00 £41.50
% change year-on-year -18.42% -8.43% +15.28%

Data Modelling
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Data Modelling in Cheltenham

Data Modelling
Contractor Daily Rate Trend in Cheltenham

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

Contractor daily rate trend for Data Modelling in Cheltenham

Data Modelling
Contractor Daily Rate Histogram in Cheltenham

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

Contractor daily rate histogram for Data Modelling in Cheltenham

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 Cheltenham region with a requirement for Data Modelling.

1 6 (66.67%) SQL
1 6 (66.67%) Project Management
2 5 (55.56%) XML
2 5 (55.56%) XSD
2 5 (55.56%) XSL
2 5 (55.56%) XQuery
2 5 (55.56%) XForms
2 5 (55.56%) Management Information System
2 5 (55.56%) Workflow
2 5 (55.56%) Validation
2 5 (55.56%) Programme Management
2 5 (55.56%) Scrum
2 5 (55.56%) Agile Software Development
2 5 (55.56%) XPath
2 5 (55.56%) User Acceptance Testing
2 5 (55.56%) Integration Testing
2 5 (55.56%) SC Cleared
2 5 (55.56%) Security Cleared
2 5 (55.56%) Reverse Engineering
2 5 (55.56%) Agile Project Management
2 5 (55.56%) BPSS Clearance
2 5 (55.56%) CA Agile Central
3 3 (33.33%) Data Migration
3 3 (33.33%) Data Quality
3 3 (33.33%) Migration
3 3 (33.33%) Finance
4 2 (22.22%) CRM
4 2 (22.22%) Stakeholder Management
4 2 (22.22%) Data Analysis
4 2 (22.22%) Dynamics CRM

Data Modelling
Co-occurring IT Skills in Cheltenham 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:

Applications
1 1 (11.11%) MS Visio
Business Applications
1 2 (22.22%) Dynamics CRM
Database & Business Intelligence
1 1 (11.11%) BusinessObjects
1 1 (11.11%) Data Warehouse
1 1 (11.11%) SQL Server Integration Services
General
1 3 (33.33%) Finance
2 1 (11.11%) Banking
Job Titles
1 5 (55.56%) Applications Developer
1 5 (55.56%) Developer
2 3 (33.33%) Analyst
3 2 (22.22%) Data Analyst
4 1 (11.11%) Business Analyst
4 1 (11.11%) Data Manager
4 1 (11.11%) Data Modeller
4 1 (11.11%) Financial Analyst
4 1 (11.11%) Service Analyst
4 1 (11.11%) Service Manager
Libraries, Frameworks & Software Standards
1 5 (55.56%) XForms
1 5 (55.56%) XML
1 5 (55.56%) XSD
1 5 (55.56%) XSL
Miscellaneous
1 5 (55.56%) Management Information System
Processes & Methodologies
1 6 (66.67%) Project Management
2 5 (55.56%) Agile Project Management
2 5 (55.56%) Agile Software Development
2 5 (55.56%) Integration Testing
2 5 (55.56%) Programme Management
2 5 (55.56%) Reverse Engineering
2 5 (55.56%) Scrum
2 5 (55.56%) User Acceptance Testing
2 5 (55.56%) Validation
2 5 (55.56%) Workflow
3 3 (33.33%) Data Migration
3 3 (33.33%) Migration
4 2 (22.22%) BPMN
4 2 (22.22%) CRM
4 2 (22.22%) Data Analysis
4 2 (22.22%) ETL
4 2 (22.22%) Stakeholder Management
5 1 (11.11%) Data Management
5 1 (11.11%) Requirements Analysis
5 1 (11.11%) Technical Architecture
Programming Languages
1 6 (66.67%) SQL
2 5 (55.56%) XPath
2 5 (55.56%) XQuery
Qualifications
1 5 (55.56%) BPSS Clearance
1 5 (55.56%) SC Cleared
1 5 (55.56%) Security Cleared
Quality Assurance & Compliance
1 3 (33.33%) Data Quality
Vendors
1 5 (55.56%) CA Agile Central