Period
to 20 March 2019

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 20 March 2019 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
20 Mar 2019
Same period 2018 Same period 2017
Rank 58 70 54
Rank change year-on-year +12 -16 -14
Contract jobs citing Data Modelling 27 3 21
As % of all contract IT jobs advertised in Coventry 2.75% 0.40% 2.51%
As % of the Processes & Methodologies category 3.11% 0.47% 2.80%
Number of daily rates quoted 21 2 15
Coventry median daily rate £500 £488 £410
Median daily rate % change year-on-year +2.51% +18.96% +2.50%
10th Percentile £388 £466 £333
90th Percentile £713 £499 £583
West Midlands median daily rate £425 £425 £450
% change year-on-year - -5.56% +7.78%
Number of hourly rates quoted 0 0 0
Coventry median hourly rate - - -
West Midlands 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 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 869 641 749
As % of all contract IT jobs advertised in Coventry 88.40% 85.81% 89.49%
Number of daily rates quoted 562 426 547
Coventry median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% - +8.97%
10th Percentile £300 £265 £274
90th Percentile £575 £550 £540
West Midlands median daily rate £438 £413 £400
% change year-on-year +6.06% +3.13% +2.56%
Number of hourly rates quoted 16 17 27
Coventry median hourly rate £13.00 £21.50 £16.00
Median hourly rate % change year-on-year -39.53% +34.38% -3.03%
10th Percentile £10.88 £12.00 £10.65
90th Percentile £33.75 £31.69 £32.00
West Midlands median hourly rate £17.50 £25.00 £19.10
% change year-on-year -30.00% +30.92% +9.11%

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 20 March 2019.

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 20 March 2019, 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 12 (44.44%) Microsoft Azure
2 10 (37.04%) CRM
2 10 (37.04%) Agile Software Development
3 9 (33.33%) Business Intelligence
4 8 (29.63%) SQL
4 8 (29.63%) Oracle
4 8 (29.63%) Relational Database
5 7 (25.93%) NoSQL
5 7 (25.93%) Microsoft
5 7 (25.93%) Dynamics CRM
6 6 (22.22%) RDBMS
6 6 (22.22%) Power BI
6 6 (22.22%) Azure Data Factory
7 5 (18.52%) GraphQL
7 5 (18.52%) Cosmos DB
7 5 (18.52%) Data Virtualisation
7 5 (18.52%) Flask
7 5 (18.52%) MongoDB
7 5 (18.52%) Apache Cassandra
7 5 (18.52%) Hadoop
7 5 (18.52%) Big Data
7 5 (18.52%) Data Warehouse
7 5 (18.52%) Python
7 5 (18.52%) Data Management
7 5 (18.52%) PostgreSQL
7 5 (18.52%) Django
8 4 (14.81%) Use Case
8 4 (14.81%) OWASP
8 4 (14.81%) Migration
8 4 (14.81%) SQL Server Integration Services

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 (3.70%) WebSphere
Applications
1 2 (7.41%) Microsoft Office
Business Applications
1 7 (25.93%) Dynamics CRM
2 2 (7.41%) ResourceLink
3 1 (3.70%) Oracle EBS
3 1 (3.70%) Oracle Payroll
Cloud Services
1 12 (44.44%) Microsoft Azure
2 6 (22.22%) Azure Data Factory
3 4 (14.81%) Amazon AWS
3 4 (14.81%) Serverless
4 3 (11.11%) Azure Active Directory
4 3 (11.11%) Dynamics 365
4 3 (11.11%) SaaS
5 1 (3.70%) Amazon S3
5 1 (3.70%) AWS Lambda
5 1 (3.70%) IaaS
5 1 (3.70%) PaaS
Database & Business Intelligence
1 8 (29.63%) Relational Database
2 7 (25.93%) NoSQL
3 6 (22.22%) Power BI
3 6 (22.22%) RDBMS
4 5 (18.52%) Apache Cassandra
4 5 (18.52%) Big Data
4 5 (18.52%) Cosmos DB
4 5 (18.52%) Data Warehouse
4 5 (18.52%) Hadoop
4 5 (18.52%) MongoDB
4 5 (18.52%) PostgreSQL
5 4 (14.81%) Amazon Redshift
5 4 (14.81%) SQL Server Integration Services
6 3 (11.11%) Azure SQL Data Warehouse
6 3 (11.11%) Star Schema
7 1 (3.70%) Amazon Athena
7 1 (3.70%) Data Lake
7 1 (3.70%) MySQL
7 1 (3.70%) Oracle Database 11g
7 1 (3.70%) SQL Server
Development Applications
1 1 (3.70%) Git (software)
1 1 (3.70%) SpecFlow
1 1 (3.70%) Subversion
General
1 2 (7.41%) Finance
Job Titles
1 9 (33.33%) Architect
1 9 (33.33%) Developer
2 6 (22.22%) Solutions Architect
3 5 (18.52%) CRM Architect
4 4 (14.81%) Analyst
4 4 (14.81%) Business Analyst
4 4 (14.81%) Business Intelligence Developer
4 4 (14.81%) CRM Solutions Architect
5 3 (11.11%) Azure Architect
5 3 (11.11%) Big Data Developer
5 3 (11.11%) Consultant
5 3 (11.11%) SaaS Architect
6 2 (7.41%) Customer Analyst
6 2 (7.41%) Data Architect
6 2 (7.41%) Dynamics CRM Architect
6 2 (7.41%) Resource Consultant
7 1 (3.70%) Dynamics CRM Business Analyst
7 1 (3.70%) Redshift Developer
7 1 (3.70%) SAP Architect
7 1 (3.70%) WebSphere Engineer
Libraries, Frameworks & Software Standards
1 5 (18.52%) Django
1 5 (18.52%) Flask
1 5 (18.52%) GraphQL
2 4 (14.81%) Kafka
3 2 (7.41%) .NET
3 2 (7.41%) REST
4 1 (3.70%) Ajax
4 1 (3.70%) CSS
4 1 (3.70%) EJB
4 1 (3.70%) HTML
4 1 (3.70%) J2EE
4 1 (3.70%) jQuery
Miscellaneous
1 3 (11.11%) Video\Live Streaming
2 2 (7.41%) Data Structures
3 1 (3.70%) Management Information System
3 1 (3.70%) User Experience
Processes & Methodologies
1 10 (37.04%) Agile Software Development
1 10 (37.04%) CRM
2 9 (33.33%) Business Intelligence
3 5 (18.52%) Data Management
3 5 (18.52%) Data Virtualisation
4 4 (14.81%) DevOps
4 4 (14.81%) Machine Learning
4 4 (14.81%) Migration
4 4 (14.81%) OWASP
4 4 (14.81%) Single Customer View
4 4 (14.81%) Statistical Modelling
4 4 (14.81%) Test Automation
4 4 (14.81%) Use Case
4 4 (14.81%) Visualisation
5 3 (11.11%) Analytics
5 3 (11.11%) Data Integration
5 3 (11.11%) Data Migration
5 3 (11.11%) Data Science
5 3 (11.11%) ETL
5 3 (11.11%) Service Design
Programming Languages
1 8 (29.63%) SQL
2 5 (18.52%) Python
3 4 (14.81%) C#
4 1 (3.70%) Java
4 1 (3.70%) PL/SQL
Qualifications
1 1 (3.70%) Degree
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
1 2 (7.41%) GDPR
1 2 (7.41%) QA
System Software
1 3 (11.11%) Active Directory
Vendors
1 8 (29.63%) Oracle
2 7 (25.93%) Microsoft
3 2 (7.41%) NGA Human Resources
3 2 (7.41%) Northgate
4 1 (3.70%) Microgen
4 1 (3.70%) SAP