Period
to 18 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Coventry with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 18 August 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
West Midlands > Coventry
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 73 82 103
Rank change year-on-year +9 +21 +4
Permanent jobs citing Machine Learning 27 23 6
As % of all permanent IT jobs advertised in Coventry 2.25% 1.68% 0.41%
As % of the Processes & Methodologies category 2.53% 1.85% 0.47%
Number of salaries quoted 19 39 18
Coventry median annual salary £47,500 £40,000 £22,500
Median salary % change year-on-year +18.75% +77.78% -59.09%
10th Percentile £38,750 £36,250 £21,250
90th Percentile £56,250 £65,000 £23,750
West Midlands median annual salary £47,500 £40,000 £30,000
% change year-on-year +18.75% +33.33% -45.45%

Machine Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Coventry with a requirement for process or methodology skills.

All Process and Methodology Skills
Coventry
Permanent vacancies with a requirement for process or methodology skills 1,068 1,244 1,279
As % of all permanent IT jobs advertised in Coventry 88.85% 90.94% 88.09%
Number of salaries quoted 879 1,042 1,069
Coventry median annual salary £45,000 £41,000 £42,500
Median salary % change year-on-year +9.76% -3.53% -
10th Percentile £28,818 £26,250 £25,000
90th Percentile £65,000 £61,250 £61,250
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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
Salary Trend in Coventry

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Coventry.

Salary trend for Machine Learning in Coventry

Machine Learning
Salary Histogram in Coventry

The salary distribution of IT jobs citing Machine Learning in Coventry over the 6 months to 18 August 2018.

Salary histogram for Machine Learning in Coventry

For the 6 months to 18 August 2018, IT 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 permanent job ads across the Coventry region with a requirement for Machine Learning.

1 19 (70.37%) Data Science
2 18 (66.67%) Tableau
3 17 (62.96%) SQL
4 15 (55.56%) Agile Software Development
4 15 (55.56%) Git (software)
5 14 (51.85%) Python
6 13 (48.15%) C#
6 13 (48.15%) Natural Language Processing
7 11 (40.74%) Big Data
7 11 (40.74%) Business Intelligence
7 11 (40.74%) Service Delivery
7 11 (40.74%) Analytics
8 10 (37.04%) IaaS
8 10 (37.04%) Presales
8 10 (37.04%) Power BI
8 10 (37.04%) Virtual Machines
8 10 (37.04%) Data Lake
8 10 (37.04%) Cortana Intelligence Suite
8 10 (37.04%) Azure Data Factory
8 10 (37.04%) U-SQL
8 10 (37.04%) Serverless
8 10 (37.04%) Microsoft
8 10 (37.04%) Visual Studio
8 10 (37.04%) Data Analytics
8 10 (37.04%) Microsoft Azure
8 10 (37.04%) Azure SQL Database
8 10 (37.04%) Marketing
9 9 (33.33%) Artificial Intelligence
10 8 (29.63%) Impala
10 8 (29.63%) Data Munging

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 8 (29.63%) Apache Spark
Cloud Services
1 10 (37.04%) Azure Data Factory
1 10 (37.04%) Cortana Intelligence Suite
1 10 (37.04%) IaaS
1 10 (37.04%) Microsoft Azure
1 10 (37.04%) Serverless
Communications & Networking
1 3 (11.11%) Skype
Database & Business Intelligence
1 11 (40.74%) Big Data
2 10 (37.04%) Azure SQL Database
2 10 (37.04%) Data Lake
2 10 (37.04%) Power BI
3 8 (29.63%) Hadoop
3 8 (29.63%) Impala
4 5 (18.52%) Data Mining
4 5 (18.52%) MongoDB
4 5 (18.52%) NoSQL
4 5 (18.52%) PostgreSQL
Development Applications
1 15 (55.56%) Git (software)
2 10 (37.04%) Visual Studio
3 5 (18.52%) Jenkins
General
1 10 (37.04%) Marketing
2 5 (18.52%) Back Office
2 5 (18.52%) Retail
Job Titles
1 10 (37.04%) Azure Consultant
1 10 (37.04%) Business Intelligence Consultant
1 10 (37.04%) Cloud Consultant
1 10 (37.04%) Consultant
1 10 (37.04%) Microsoft BI Consultant
1 10 (37.04%) Power BI Consultant
2 9 (33.33%) Data Scientist
3 8 (29.63%) Junior
3 8 (29.63%) Junior Data Scientist
4 5 (18.52%) Python Engineer
5 3 (11.11%) Senior Data Scientist
6 2 (7.41%) C# Developer
6 2 (7.41%) Developer
6 2 (7.41%) Machine Learning Developer
7 1 (3.70%) .NET Developer
7 1 (3.70%) Architect
7 1 (3.70%) C# .NET Developer
7 1 (3.70%) Information Architect
Libraries, Frameworks & Software Standards
1 13 (48.15%) Natural Language Processing
2 5 (18.52%) Django
2 5 (18.52%) Flask
2 5 (18.52%) Node.js
2 5 (18.52%) React
2 5 (18.52%) RESTful
3 2 (7.41%) .NET
3 2 (7.41%) AngularJS
3 2 (7.41%) ASP.NET
3 2 (7.41%) ASP.NET Web API
3 2 (7.41%) CSS
3 2 (7.41%) HTML
4 1 (3.70%) TensorFlow
Miscellaneous
1 8 (29.63%) Data Protection Act
2 5 (18.52%) Linux Command Line
2 5 (18.52%) User Experience
3 1 (3.70%) Management Information System
Operating Systems
1 5 (18.52%) Linux
Processes & Methodologies
1 19 (70.37%) Data Science
2 15 (55.56%) Agile Software Development
3 11 (40.74%) Analytics
3 11 (40.74%) Business Intelligence
3 11 (40.74%) Service Delivery
4 10 (37.04%) Data Analytics
4 10 (37.04%) Presales
5 9 (33.33%) Artificial Intelligence
6 8 (29.63%) Collaborative Working
6 8 (29.63%) Data Engineering
6 8 (29.63%) Data Munging
6 8 (29.63%) Data Protection
6 8 (29.63%) Data Visualisation
6 8 (29.63%) Predictive Modelling
6 8 (29.63%) Statistics
6 8 (29.63%) Time Series Forecasting
6 8 (29.63%) Visualisation
7 5 (18.52%) Mentoring
7 5 (18.52%) Microservices
7 5 (18.52%) User Stories
Programming Languages
1 17 (62.96%) SQL
2 14 (51.85%) Python
3 13 (48.15%) C#
4 10 (37.04%) U-SQL
5 8 (29.63%) R
6 7 (25.93%) JavaScript
7 2 (7.41%) TypeScript
8 1 (3.70%) MATLAB
System Software
1 10 (37.04%) Virtual Machines
2 5 (18.52%) Docker
Systems Management
1 5 (18.52%) Marathon
Vendors
1 18 (66.67%) Tableau
2 10 (37.04%) Microsoft