Period
to 18 October 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 October 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
West Midlands > Coventry
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 72 92 104
Rank change year-on-year +20 +12 +3
Permanent jobs citing Machine Learning 27 12 7
As % of all permanent IT jobs advertised in Coventry 2.48% 0.88% 0.47%
As % of the Processes & Methodologies category 2.80% 0.96% 0.52%
Number of salaries quoted 14 17 21
Coventry median annual salary £47,500 £40,000 £22,500
Median salary % change year-on-year +18.75% +77.78% -61.70%
10th Percentile £38,750 £36,250 £21,250
90th Percentile £60,000 £65,000 £23,750
West Midlands median annual salary £47,500 £37,500 £30,000
% change year-on-year +26.67% +25.00% -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 965 1,254 1,355
As % of all permanent IT jobs advertised in Coventry 88.53% 91.53% 90.82%
Number of salaries quoted 800 1,044 1,114
Coventry median annual salary £45,250 £40,250 £42,500
Median salary % change year-on-year +12.42% -5.29% -
10th Percentile £27,725 £25,575 £26,000
90th Percentile £67,500 £61,250 £63,750
West Midlands median annual salary £44,500 £40,000 £40,000
% change year-on-year +11.25% - -

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 October 2018.

Salary histogram for Machine Learning in Coventry

For the 6 months to 18 October 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 20 (74.07%) Data Science
2 19 (70.37%) Agile Software Development
3 18 (66.67%) Tableau
4 15 (55.56%) Python
5 14 (51.85%) R
5 14 (51.85%) Apache Spark
5 14 (51.85%) Hadoop
6 13 (48.15%) Visualisation
6 13 (48.15%) Predictive Modelling
6 13 (48.15%) Statistics
6 13 (48.15%) Data Protection Act
6 13 (48.15%) Data Protection
6 13 (48.15%) Impala
6 13 (48.15%) Data Munging
6 13 (48.15%) Time Series Forecasting
6 13 (48.15%) Data Visualisation
6 13 (48.15%) Natural Language Processing
6 13 (48.15%) Collaborative Working
6 13 (48.15%) Data Engineering
7 11 (40.74%) Analytics
8 10 (37.04%) Business Intelligence
8 10 (37.04%) Service Delivery
9 8 (29.63%) Artificial Intelligence
9 8 (29.63%) C#
10 7 (25.93%) SQL
11 6 (22.22%) Big Data
11 6 (22.22%) Data Analytics
12 5 (18.52%) IaaS
12 5 (18.52%) Data Integration
12 5 (18.52%) Git (software)

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 14 (51.85%) Apache Spark
2 1 (3.70%) SAS
Cloud Services
1 5 (18.52%) Azure Data Factory
1 5 (18.52%) Cortana Intelligence Suite
1 5 (18.52%) IaaS
1 5 (18.52%) Microsoft Azure
1 5 (18.52%) Serverless
Communications & Networking
1 3 (11.11%) Skype
Database & Business Intelligence
1 14 (51.85%) Hadoop
2 13 (48.15%) Impala
3 6 (22.22%) Big Data
4 5 (18.52%) Azure SQL Database
4 5 (18.52%) Data Lake
4 5 (18.52%) Power BI
5 1 (3.70%) Data Mining
Development Applications
1 5 (18.52%) Git (software)
1 5 (18.52%) Visual Studio
General
1 5 (18.52%) Marketing
2 1 (3.70%) Finance
Job Titles
1 14 (51.85%) Data Scientist
2 13 (48.15%) Junior
2 13 (48.15%) Junior Data Scientist
3 5 (18.52%) Architect
3 5 (18.52%) Azure Consultant
3 5 (18.52%) Business Intelligence Consultant
3 5 (18.52%) Cloud Consultant
3 5 (18.52%) Consultant
3 5 (18.52%) Information Architect
3 5 (18.52%) Microsoft BI Consultant
3 5 (18.52%) Power BI Consultant
4 4 (14.81%) Senior Data Scientist
5 2 (7.41%) C# Developer
5 2 (7.41%) Developer
5 2 (7.41%) Machine Learning Developer
6 1 (3.70%) .NET Developer
6 1 (3.70%) C# .NET Developer
6 1 (3.70%) Data Manager
6 1 (3.70%) Data Science Manager
Libraries, Frameworks & Software Standards
1 13 (48.15%) Natural Language Processing
2 2 (7.41%) .NET
2 2 (7.41%) AngularJS
2 2 (7.41%) ASP.NET
2 2 (7.41%) ASP.NET Web API
2 2 (7.41%) CSS
2 2 (7.41%) HTML
3 1 (3.70%) Caffe
3 1 (3.70%) TensorFlow
Miscellaneous
1 13 (48.15%) Data Protection Act
2 5 (18.52%) Management Information System
Processes & Methodologies
1 20 (74.07%) Data Science
2 19 (70.37%) Agile Software Development
3 13 (48.15%) Collaborative Working
3 13 (48.15%) Data Engineering
3 13 (48.15%) Data Munging
3 13 (48.15%) Data Protection
3 13 (48.15%) Data Visualisation
3 13 (48.15%) Predictive Modelling
3 13 (48.15%) Statistics
3 13 (48.15%) Time Series Forecasting
3 13 (48.15%) Visualisation
4 11 (40.74%) Analytics
5 10 (37.04%) Business Intelligence
5 10 (37.04%) Service Delivery
6 8 (29.63%) Artificial Intelligence
7 6 (22.22%) Data Analytics
8 5 (18.52%) Data Modelling
8 5 (18.52%) Stakeholder Management
8 5 (18.52%) Supplier Management
8 5 (18.52%) Waterfall
Programming Languages
1 15 (55.56%) Python
2 14 (51.85%) R
3 8 (29.63%) C#
4 7 (25.93%) SQL
5 5 (18.52%) U-SQL
6 2 (7.41%) JavaScript
6 2 (7.41%) TypeScript
7 1 (3.70%) MATLAB
System Software
1 5 (18.52%) Virtual Machines
Vendors
1 18 (66.67%) Tableau
2 5 (18.52%) Microsoft