Period
to 18 October 2018

The following table provides summary statistics for contract job vacancies advertised in Coventry 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 18 October 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
West Midlands > Coventry
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 62 52 33
Rank change year-on-year -10 -19 +17
Contract jobs citing Data Modelling 16 6 51
As % of all contract IT jobs advertised in Coventry 1.84% 0.88% 5.20%
As % of the Processes & Methodologies category 2.21% 1.05% 5.86%
Number of daily rates quoted 12 5 39
Coventry median daily rate £588 £388 £400
Median daily rate % change year-on-year +51.61% -3.13% -
10th Percentile £389 £321 £300
90th Percentile £661 £451 £512
West Midlands median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -4.76%
Number of hourly rates quoted 0 0 0
Coventry median hourly rate - - -
West Midlands median hourly rate £17.00 - -

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 Coventry with a requirement for process or methodology skills.

All Process and Methodology Skills
Coventry
Contract vacancies with a requirement for process or methodology skills 724 574 870
As % of all contract IT jobs advertised in Coventry 83.22% 83.92% 88.69%
Number of daily rates quoted 461 389 583
Coventry median daily rate £450 £413 £400
Median daily rate % change year-on-year +9.09% +3.13% +6.67%
10th Percentile £275 £236 £300
90th Percentile £575 £538 £540
West Midlands median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 34 27 19
Coventry median hourly rate £14.25 £22.50 £15.00
Median hourly rate % change year-on-year -36.67% +50.00% -21.05%
10th Percentile £11.95 £10.95 £11.45
90th Percentile £38.75 £46.25 £39.00
West Midlands median hourly rate £15.00 £23.48 £17.50
% change year-on-year -36.12% +34.17% -18.60%

Data Modelling
Job Vacancy Trend in Coventry

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

Job vacancy trend for Data Modelling in Coventry

Data Modelling
Contractor Daily Rate Trend in Coventry

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

Contractor daily rate trend for Data Modelling in Coventry

Data Modelling
Contractor Daily Rate Histogram in Coventry

The daily rate distribution of IT jobs citing Data Modelling in Coventry over the 6 months to 18 October 2018.

Contractor daily rate histogram for Data Modelling in Coventry

Data Modelling
Contractor Hourly Rate Trend in Coventry

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

Contractor hourly rate trend for Data Modelling in Coventry

For the 6 months to 18 October 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 Coventry region with a requirement for Data Modelling.

1 9 (56.25%) Agile Software Development
2 8 (50.00%) Microsoft
3 7 (43.75%) Microsoft Azure
4 6 (37.50%) Business Intelligence
4 6 (37.50%) SQL
5 5 (31.25%) CRM
5 5 (31.25%) Analytics
6 4 (25.00%) NoSQL
6 4 (25.00%) Relational Database
6 4 (25.00%) Data Quality
6 4 (25.00%) Validation
7 3 (18.75%) Migration
7 3 (18.75%) Data Management
7 3 (18.75%) Dynamics CRM
7 3 (18.75%) Continuous Integration
7 3 (18.75%) Data Architecture
7 3 (18.75%) Finance
7 3 (18.75%) Python
7 3 (18.75%) .NET
7 3 (18.75%) Oracle
7 3 (18.75%) Machine Learning
7 3 (18.75%) Big Data
7 3 (18.75%) User Experience
7 3 (18.75%) User Stories
7 3 (18.75%) Continuous Delivery
7 3 (18.75%) API Design
7 3 (18.75%) Data Science
8 2 (12.50%) Cosmos DB
8 2 (12.50%) Single Customer View
8 2 (12.50%) GraphQL

Data Modelling
Co-occurring IT Skills in Coventry 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 (6.25%) SAS
Applications
1 2 (12.50%) Microsoft Office
Business Applications
1 3 (18.75%) Dynamics CRM
2 1 (6.25%) Dynamics NAV
2 1 (6.25%) Oracle CRM
Cloud Services
1 7 (43.75%) Microsoft Azure
2 2 (12.50%) PaaS
2 2 (12.50%) SaaS
3 1 (6.25%) Dynamics 365
3 1 (6.25%) IaaS
3 1 (6.25%) Oracle Service Cloud
Database & Business Intelligence
1 4 (25.00%) NoSQL
1 4 (25.00%) Relational Database
2 3 (18.75%) Big Data
3 2 (12.50%) Apache Cassandra
3 2 (12.50%) Cosmos DB
3 2 (12.50%) Data Warehouse
3 2 (12.50%) Hadoop
3 2 (12.50%) MongoDB
3 2 (12.50%) PostgreSQL
3 2 (12.50%) RDBMS
3 2 (12.50%) SQL Server
4 1 (6.25%) SQL Server Analysis Services
4 1 (6.25%) SQL Server Integration Services
4 1 (6.25%) SQL Server Reporting Services
Development Applications
1 2 (12.50%) JIRA
General
1 3 (18.75%) Finance
2 1 (6.25%) Banking
2 1 (6.25%) Financial Institution
2 1 (6.25%) Marketing
Job Titles
1 9 (56.25%) Architect
2 4 (25.00%) CRM Architect
2 4 (25.00%) Solutions Architect
3 3 (18.75%) Azure Architect
3 3 (18.75%) Data Architect
4 2 (12.50%) Agile Business Analyst
4 2 (12.50%) Analyst
4 2 (12.50%) Big Data Developer
4 2 (12.50%) Business Analyst
4 2 (12.50%) CRM Solutions Architect
4 2 (12.50%) Data Business Analyst
4 2 (12.50%) Data Modeller
4 2 (12.50%) Developer
4 2 (12.50%) Dynamics CRM Architect
4 2 (12.50%) Enterprise Architect
4 2 (12.50%) SQL Analyst
4 2 (12.50%) SQL Data Analyst
4 2 (12.50%) Technical Analyst
4 2 (12.50%) Technical Business Analyst
4 2 (12.50%) UML Modeller
Libraries, Frameworks & Software Standards
1 3 (18.75%) .NET
2 2 (12.50%) Django
2 2 (12.50%) Flask
2 2 (12.50%) GraphQL
2 2 (12.50%) WF
Miscellaneous
1 3 (18.75%) User Experience
2 2 (12.50%) Management Information System
2 2 (12.50%) N-Tier
3 1 (6.25%) Analytical Skills
Operating Systems
1 2 (12.50%) Windows
Processes & Methodologies
1 9 (56.25%) Agile Software Development
2 6 (37.50%) Business Intelligence
3 5 (31.25%) Analytics
3 5 (31.25%) CRM
4 4 (25.00%) Validation
5 3 (18.75%) API Design
5 3 (18.75%) Continuous Delivery
5 3 (18.75%) Continuous Integration
5 3 (18.75%) Data Architecture
5 3 (18.75%) Data Management
5 3 (18.75%) Data Science
5 3 (18.75%) Machine Learning
5 3 (18.75%) Migration
5 3 (18.75%) User Stories
6 2 (12.50%) Data Virtualisation
6 2 (12.50%) DevOps
6 2 (12.50%) Microservices
6 2 (12.50%) Single Customer View
6 2 (12.50%) Statistical Modelling
6 2 (12.50%) Test Automation
Programming Languages
1 6 (37.50%) SQL
2 3 (18.75%) Python
3 2 (12.50%) C#
4 1 (6.25%) T-SQL
Qualifications
1 1 (6.25%) Degree
1 1 (6.25%) MCP
Quality Assurance & Compliance
1 4 (25.00%) Data Quality
2 1 (6.25%) GDPR
2 1 (6.25%) ISO/IEC 27001
Vendors
1 8 (50.00%) Microsoft
2 3 (18.75%) Oracle