Period
to 23 August 2019

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 23 August 2019 with a comparison to the same period in the previous 2 years.

Machine Learning
West Midlands > Coventry
6 months to
23 Aug 2019
Same period 2018 Same period 2017
Rank 76 73 82
Rank change year-on-year -3 +9 +22
Permanent jobs citing Machine Learning 8 26 23
As % of all permanent IT jobs advertised in Coventry 0.93% 2.19% 1.69%
As % of the Processes & Methodologies category 1.02% 2.45% 1.84%
Number of salaries quoted 8 17 39
Coventry median annual salary £50,000 £47,500 £40,000
Median salary % change year-on-year +5.26% +18.75% +77.78%
10th Percentile £41,000 £38,750 £36,250
90th Percentile £60,375 £56,250 £65,000
West Midlands median annual salary £54,000 £47,500 £40,000
% change year-on-year +13.68% +18.75% +52.38%

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 787 1,063 1,247
As % of all permanent IT jobs advertised in Coventry 91.94% 89.63% 91.62%
Number of salaries quoted 635 879 1,036
Coventry median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -5.88%
10th Percentile £29,000 £28,804 £26,250
90th Percentile £67,800 £65,000 £61,250
West Midlands median annual salary £45,000 £43,168 £40,000
% change year-on-year +4.24% +7.92% -

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 23 August 2019.

Salary histogram for Machine Learning in Coventry

For the 6 months to 23 August 2019, 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 7 (87.50%) Mathematics
1 7 (87.50%) Data Science
2 6 (75.00%) C
2 6 (75.00%) C++
3 5 (62.50%) C#
3 5 (62.50%) MATLAB
3 5 (62.50%) Physics
3 5 (62.50%) Python
3 5 (62.50%) PhD
3 5 (62.50%) Validation
3 5 (62.50%) Neural Network
3 5 (62.50%) Software Engineering
3 5 (62.50%) Logistic Regression
3 5 (62.50%) Signal Processing
3 5 (62.50%) R
3 5 (62.50%) Deep Learning
3 5 (62.50%) Anomaly Detection
3 5 (62.50%) Kalman Filter
3 5 (62.50%) Time Series Analysis
4 4 (50.00%) Random Forest
4 4 (50.00%) Computer Vision
4 4 (50.00%) Algorithms
4 4 (50.00%) TensorFlow
4 4 (50.00%) Naive Bayes
4 4 (50.00%) Support Vector Machines
4 4 (50.00%) Dimensionality Reduction
4 4 (50.00%) Markov Model
4 4 (50.00%) Hidden Markov Model
4 4 (50.00%) MathWorks
5 2 (25.00%) Decision-Making

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:

Database & Business Intelligence
1 1 (12.50%) MariaDB
General
1 1 (12.50%) Electronics
1 1 (12.50%) Public Sector
Job Titles
1 4 (50.00%) Data Scientist
2 3 (37.50%) Senior Data Scientist
3 2 (25.00%) Research Scientist
4 1 (12.50%) Developer
4 1 (12.50%) Lead Developer
4 1 (12.50%) Lead PHP Developer
4 1 (12.50%) PHP Developer
4 1 (12.50%) Physicist
Libraries, Frameworks & Software Standards
1 4 (50.00%) TensorFlow
2 1 (12.50%) Laravel
Miscellaneous
1 4 (50.00%) Algorithms
2 2 (25.00%) Analytical Skills
Processes & Methodologies
1 7 (87.50%) Data Science
1 7 (87.50%) Mathematics
2 5 (62.50%) Anomaly Detection
2 5 (62.50%) Deep Learning
2 5 (62.50%) Kalman Filter
2 5 (62.50%) Logistic Regression
2 5 (62.50%) Neural Network
2 5 (62.50%) Physics
2 5 (62.50%) Signal Processing
2 5 (62.50%) Software Engineering
2 5 (62.50%) Time Series Analysis
2 5 (62.50%) Validation
3 4 (50.00%) Computer Vision
3 4 (50.00%) Dimensionality Reduction
3 4 (50.00%) Hidden Markov Model
3 4 (50.00%) Markov Model
3 4 (50.00%) Naive Bayes
3 4 (50.00%) Random Forest
3 4 (50.00%) Support Vector Machines
4 2 (25.00%) Decision-Making
Programming Languages
1 6 (75.00%) C
1 6 (75.00%) C++
2 5 (62.50%) C#
2 5 (62.50%) MATLAB
2 5 (62.50%) Python
2 5 (62.50%) R
3 1 (12.50%) PHP
Qualifications
1 5 (62.50%) PhD
Vendors
1 4 (50.00%) MathWorks