Period
to 12 December 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 12 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
West Midlands > Coventry
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 59 63 35
Rank change year-on-year +4 -28 +2
Contract jobs citing Data Modelling 21 4 50
As % of all contract IT jobs advertised in Coventry 2.31% 0.52% 4.72%
As % of the Processes & Methodologies category 2.73% 0.62% 5.26%
Number of daily rates quoted 17 2 41
Coventry median daily rate £525 £463 £400
Median daily rate % change year-on-year +13.51% +15.63% -
10th Percentile £374 £429 £300
90th Percentile £668 £486 £580
West Midlands median daily rate £450 £450 £400
% change year-on-year - +12.50% -0.12%
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 769 649 951
As % of all contract IT jobs advertised in Coventry 84.60% 83.85% 89.80%
Number of daily rates quoted 500 447 689
Coventry median daily rate £450 £415 £413
Median daily rate % change year-on-year +8.43% +0.61% +10.00%
10th Percentile £283 £240 £293
90th Percentile £588 £540 £545
West Midlands median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 23 25 23
Coventry median hourly rate £13.00 £21.50 £15.00
Median hourly rate % change year-on-year -39.53% +43.33% -23.08%
10th Percentile £10.88 £10.80 £11.30
90th Percentile £37.00 £38.40 £38.60
West Midlands median hourly rate £15.86 £25.00 £18.00
% change year-on-year -36.56% +38.89% -10.00%

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 12 December 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 12 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 Coventry region with a requirement for Data Modelling.

1 10 (47.62%) Agile Software Development
1 10 (47.62%) Microsoft Azure
2 8 (38.10%) Business Intelligence
2 8 (38.10%) SQL
2 8 (38.10%) Relational Database
3 7 (33.33%) NoSQL
4 6 (28.57%) Analytics
4 6 (28.57%) Microsoft
5 5 (23.81%) RDBMS
5 5 (23.81%) Oracle
5 5 (23.81%) Python
5 5 (23.81%) CRM
5 5 (23.81%) Data Management
5 5 (23.81%) Big Data
5 5 (23.81%) Data Quality
5 5 (23.81%) Use Case
6 4 (19.05%) OWASP
6 4 (19.05%) Test Automation
6 4 (19.05%) Hadoop
6 4 (19.05%) Machine Learning
6 4 (19.05%) MongoDB
6 4 (19.05%) Apache Cassandra
6 4 (19.05%) Data Virtualisation
6 4 (19.05%) Flask
6 4 (19.05%) DevOps
6 4 (19.05%) GraphQL
6 4 (19.05%) Django
6 4 (19.05%) Validation
6 4 (19.05%) PostgreSQL
6 4 (19.05%) Data Warehouse

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 (4.76%) SAS
Applications
1 3 (14.29%) Microsoft Office
Business Applications
1 3 (14.29%) Dynamics CRM
2 1 (4.76%) Dynamics NAV
Cloud Services
1 10 (47.62%) Microsoft Azure
2 2 (9.52%) PaaS
2 2 (9.52%) SaaS
3 1 (4.76%) Amazon AWS
3 1 (4.76%) Azure Data Factory
3 1 (4.76%) Dynamics 365
3 1 (4.76%) IaaS
Database & Business Intelligence
1 8 (38.10%) Relational Database
2 7 (33.33%) NoSQL
3 5 (23.81%) Big Data
3 5 (23.81%) RDBMS
4 4 (19.05%) Apache Cassandra
4 4 (19.05%) Cosmos DB
4 4 (19.05%) Data Warehouse
4 4 (19.05%) Hadoop
4 4 (19.05%) MongoDB
4 4 (19.05%) PostgreSQL
5 2 (9.52%) SQL Server
5 2 (9.52%) SQL Server Integration Services
6 1 (4.76%) Azure SQL Data Warehouse
6 1 (4.76%) Data Lake
6 1 (4.76%) MySQL
6 1 (4.76%) Oracle Database 11g
6 1 (4.76%) SAP HANA
6 1 (4.76%) SQL Server Analysis Services
6 1 (4.76%) SQL Server Reporting Services
6 1 (4.76%) Star Schema
Development Applications
1 1 (4.76%) JIRA
1 1 (4.76%) SpecFlow
General
1 2 (9.52%) Finance
2 1 (4.76%) Banking
2 1 (4.76%) Financial Institution
Job Titles
1 9 (42.86%) Architect
2 5 (23.81%) Developer
3 4 (19.05%) Data Architect
3 4 (19.05%) Solutions Architect
4 3 (14.29%) Analyst
4 3 (14.29%) Azure Architect
4 3 (14.29%) Big Data Developer
4 3 (14.29%) Business Analyst
4 3 (14.29%) CRM Architect
5 2 (9.52%) Agile Business Analyst
5 2 (9.52%) CRM Solutions Architect
5 2 (9.52%) Data Business Analyst
5 2 (9.52%) Data Modeller
5 2 (9.52%) Data Warehouse Architect
5 2 (9.52%) Dynamics CRM Architect
5 2 (9.52%) Technical Analyst
5 2 (9.52%) Technical Business Analyst
5 2 (9.52%) UML Modeller
6 1 (4.76%) Business Intelligence Developer
6 1 (4.76%) CRM Business Analyst
Libraries, Frameworks & Software Standards
1 4 (19.05%) Django
1 4 (19.05%) Flask
1 4 (19.05%) GraphQL
2 2 (9.52%) .NET
3 1 (4.76%) Kafka
3 1 (4.76%) REST
3 1 (4.76%) WF
Miscellaneous
1 2 (9.52%) Management Information System
1 2 (9.52%) User Experience
2 1 (4.76%) Analytical Skills
2 1 (4.76%) N-Tier
2 1 (4.76%) Video\Live Streaming
Operating Systems
1 1 (4.76%) Windows
Processes & Methodologies
1 10 (47.62%) Agile Software Development
2 8 (38.10%) Business Intelligence
3 6 (28.57%) Analytics
4 5 (23.81%) CRM
4 5 (23.81%) Data Management
4 5 (23.81%) Use Case
5 4 (19.05%) Data Science
5 4 (19.05%) Data Virtualisation
5 4 (19.05%) DevOps
5 4 (19.05%) Machine Learning
5 4 (19.05%) OWASP
5 4 (19.05%) Test Automation
5 4 (19.05%) Validation
6 3 (14.29%) API Design
6 3 (14.29%) Data Architecture
6 3 (14.29%) ETL
6 3 (14.29%) Microservices
6 3 (14.29%) Migration
6 3 (14.29%) Statistical Modelling
6 3 (14.29%) User Stories
Programming Languages
1 8 (38.10%) SQL
2 5 (23.81%) Python
3 3 (14.29%) C#
4 1 (4.76%) PL/SQL
4 1 (4.76%) T-SQL
Qualifications
1 1 (4.76%) Degree
Quality Assurance & Compliance
1 5 (23.81%) Data Quality
2 1 (4.76%) GDPR
2 1 (4.76%) ISO/IEC 27001
Vendors
1 6 (28.57%) Microsoft
2 5 (23.81%) Oracle
3 1 (4.76%) Microgen
3 1 (4.76%) SAP