Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
West Midlands > Coventry
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 62 88 103
Rank change year-on-year +26 +15 +2
Permanent jobs citing Machine Learning 21 12 7
As % of all permanent IT jobs advertised in Coventry 2.09% 0.91% 0.51%
As % of the Processes & Methodologies category 2.35% 0.99% 0.56%
Number of salaries quoted 8 8 19
Coventry median annual salary £60,000 £65,000 £22,500
Median salary % change year-on-year -7.69% +188.89% -40.00%
10th Percentile £51,500 £35,625 £21,250
90th Percentile £76,250 £68,000 £23,750
West Midlands median annual salary £42,500 £40,000 £26,500
% change year-on-year +6.25% +50.94% -21.48%

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 895 1,218 1,245
As % of all permanent IT jobs advertised in Coventry 89.05% 92.48% 91.54%
Number of salaries quoted 718 965 1,021
Coventry median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £26,250 £26,100 £26,000
90th Percentile £67,500 £63,751 £63,750
West Midlands median annual salary £45,000 £40,000 £41,333
% change year-on-year +12.50% -3.23% +3.33%

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 10 December 2018.

Salary histogram for Machine Learning in Coventry

For the 6 months to 10 December 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 18 (85.71%) Agile Software Development
2 16 (76.19%) Python
2 16 (76.19%) R
3 15 (71.43%) Data Visualisation
3 15 (71.43%) Data Science
3 15 (71.43%) Visualisation
4 14 (66.67%) Hadoop
4 14 (66.67%) Tableau
4 14 (66.67%) Apache Spark
5 13 (61.90%) Data Engineering
5 13 (61.90%) Impala
5 13 (61.90%) Data Munging
5 13 (61.90%) Time Series Forecasting
5 13 (61.90%) Natural Language Processing
5 13 (61.90%) Predictive Modelling
5 13 (61.90%) Collaborative Working
5 13 (61.90%) Data Protection
5 13 (61.90%) Statistics
5 13 (61.90%) Data Protection Act
6 6 (28.57%) Business Intelligence
6 6 (28.57%) Analytics
7 5 (23.81%) Analytics Management
7 5 (23.81%) IT Strategy
7 5 (23.81%) Programme Delivery
7 5 (23.81%) Waterfall
7 5 (23.81%) Bimodal
7 5 (23.81%) Stakeholder Management
7 5 (23.81%) Service Delivery
7 5 (23.81%) Management Information System
7 5 (23.81%) Data Modelling

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 (66.67%) Apache Spark
2 1 (4.76%) SAS
Communications & Networking
1 1 (4.76%) Internet
Database & Business Intelligence
1 14 (66.67%) Hadoop
2 13 (61.90%) Impala
3 1 (4.76%) Data Mining
3 1 (4.76%) Power BI
General
1 1 (4.76%) Finance
Job Titles
1 14 (66.67%) Data Scientist
2 13 (61.90%) Junior
2 13 (61.90%) Junior Data Scientist
3 5 (23.81%) Architect
3 5 (23.81%) Information Architect
4 4 (19.05%) Senior Data Scientist
5 1 (4.76%) Data Manager
5 1 (4.76%) Data Science Manager
5 1 (4.76%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 13 (61.90%) Natural Language Processing
Miscellaneous
1 13 (61.90%) Data Protection Act
2 5 (23.81%) Management Information System
3 1 (4.76%) Algorithms
3 1 (4.76%) Internet of Things
Processes & Methodologies
1 18 (85.71%) Agile Software Development
2 15 (71.43%) Data Science
2 15 (71.43%) Data Visualisation
2 15 (71.43%) Visualisation
3 13 (61.90%) Collaborative Working
3 13 (61.90%) Data Engineering
3 13 (61.90%) Data Munging
3 13 (61.90%) Data Protection
3 13 (61.90%) Predictive Modelling
3 13 (61.90%) Statistics
3 13 (61.90%) Time Series Forecasting
4 6 (28.57%) Analytics
4 6 (28.57%) Business Intelligence
5 5 (23.81%) Analytics Management
5 5 (23.81%) Bimodal
5 5 (23.81%) Data Modelling
5 5 (23.81%) IT Strategy
5 5 (23.81%) Programme Delivery
5 5 (23.81%) Service Delivery
5 5 (23.81%) Waterfall
Programming Languages
1 16 (76.19%) Python
1 16 (76.19%) R
2 1 (4.76%) C
2 1 (4.76%) C#
2 1 (4.76%) C++
2 1 (4.76%) MATLAB
2 1 (4.76%) SQL
Qualifications
1 1 (4.76%) PhD
Vendors
1 14 (66.67%) Tableau