Period
to 20 May 2019

The following table provides summary statistics for contract job vacancies advertised in Coventry with a requirement for Machine Learning skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Machine Learning over the 6 months to 20 May 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.

Machine Learning
West Midlands > Coventry
6 months to
20 May 2019
Same period 2018 Same period 2017
Rank 78 59 -
Rank change year-on-year -19 - -
Contract jobs citing Machine Learning 2 6 0
As % of all contract IT jobs advertised in Coventry 0.22% 0.75% -
As % of the Processes & Methodologies category 0.25% 0.88% -
Number of daily rates quoted 1 1 0
Coventry median daily rate £475 £550 -
Median daily rate % change year-on-year -13.64% - -
West Midlands median daily rate £463 £550 £675
% change year-on-year -15.91% -18.52% +107.69%
Number of hourly rates quoted 0 0 0
Coventry median hourly rate - - -
West Midlands median hourly rate - £36.25 -

Machine Learning 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 815 679 582
As % of all contract IT jobs advertised in Coventry 88.59% 85.41% 87.13%
Number of daily rates quoted 514 441 412
Coventry median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £310 £285 £263
90th Percentile £574 £550 £538
West Midlands median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +2.56%
Number of hourly rates quoted 26 22 33
Coventry median hourly rate £32.59 £15.00 £18.00
Median hourly rate % change year-on-year +117.27% -16.67% +35.85%
10th Percentile £11.19 £13.00 £11.50
90th Percentile £41.88 £30.15 £34.00
West Midlands median hourly rate £20.00 £15.50 £21.50
% change year-on-year +29.03% -27.91% +18.54%

Machine Learning
Job Vacancy Trend in Coventry

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Coventry.

Job vacancy trend for Machine Learning in Coventry

Machine Learning
Contractor Daily Rate Trend in Coventry

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

Contractor daily rate trend for Machine Learning in Coventry

For the 6 months to 20 May 2019, IT contractor jobs citing Machine Learning 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 Machine Learning.

1 2 (100.00%) Oracle
1 2 (100.00%) Python
1 2 (100.00%) Migration
1 2 (100.00%) PostgreSQL
1 2 (100.00%) Relational Database
1 2 (100.00%) Hadoop
1 2 (100.00%) ETL
1 2 (100.00%) RDBMS
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Amazon S3
2 1 (50.00%) Amazon AWS
2 1 (50.00%) MongoDB
2 1 (50.00%) Apache Cassandra
2 1 (50.00%) NoSQL
2 1 (50.00%) MapReduce
2 1 (50.00%) Big Data
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Data Analytics
2 1 (50.00%) Analytics
2 1 (50.00%) Amazon EMR
2 1 (50.00%) Data Virtualisation
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) Flask
2 1 (50.00%) Microservices
2 1 (50.00%) Apache Spark
2 1 (50.00%) Amazon Kinesis
2 1 (50.00%) Continuous Delivery
2 1 (50.00%) Presto
2 1 (50.00%) API Development
2 1 (50.00%) Parquet

Machine Learning
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 (50.00%) Apache
1 1 (50.00%) Apache Spark
Cloud Services
1 1 (50.00%) Amazon AWS
1 1 (50.00%) Amazon EMR
1 1 (50.00%) Amazon Kinesis
1 1 (50.00%) Amazon S3
1 1 (50.00%) AWS Lambda
1 1 (50.00%) Serverless
Database & Business Intelligence
1 2 (100.00%) Hadoop
1 2 (100.00%) PostgreSQL
1 2 (100.00%) RDBMS
1 2 (100.00%) Relational Database
2 1 (50.00%) Amazon Athena
2 1 (50.00%) Amazon QuickSight
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) Apache Cassandra
2 1 (50.00%) Big Data
2 1 (50.00%) Cosmos DB
2 1 (50.00%) Data Lake
2 1 (50.00%) MongoDB
2 1 (50.00%) NoSQL
2 1 (50.00%) Parquet
2 1 (50.00%) Presto
2 1 (50.00%) SQL Server Integration Services
General
1 1 (50.00%) Retail
Job Titles
1 1 (50.00%) AWS Engineer
1 1 (50.00%) Data Engineer
1 1 (50.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) .NET
1 1 (50.00%) Django
1 1 (50.00%) Flask
1 1 (50.00%) GraphQL
1 1 (50.00%) JSON
1 1 (50.00%) LAPP Stack
1 1 (50.00%) XML
Operating Systems
1 1 (50.00%) Linux
Processes & Methodologies
1 2 (100.00%) ETL
1 2 (100.00%) Migration
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Analytics
2 1 (50.00%) API Development
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Continuous Delivery
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Management
2 1 (50.00%) Data Migration
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Virtualisation
2 1 (50.00%) MapReduce
2 1 (50.00%) Microservices
2 1 (50.00%) Statistical Modelling
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) C#
2 1 (50.00%) Scala
2 1 (50.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) GDPR
Vendors
1 2 (100.00%) Oracle