The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
East of England / Hertfordshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 126 129 168
Rank change year-on-year +3 +39  
Permanent jobs citing Machine Learning 22 14 6
As % of all permanent IT jobs advertised in Hertfordshire 1.06% 0.61% 0.21%
As % of the Processes & Methodologies category 1.21% 0.70% 0.25%
Number of salaries quoted 22 12 6
Median salary £32,500 £60,000 £61,250
Median salary % change year-on-year -45.83% -2.04%  
UK excluding London median salary £50,000 £50,000 £50,000

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1815 2012 2445
As % of all permanent IT job vacancies advertised in Hertfordshire 87.30% 87.40% 86.52%
Number of salaries quoted 1541 1650 1934
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £33,000 £31,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Machine Learning
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Machine Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning in Hertfordshire

Machine Learning
Salary Trend in Hertfordshire

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

Salary trend for Machine Learning in Hertfordshire

Machine Learning
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Machine Learning in Hertfordshire over the 3 months to 27 June 2017.

Salary histogram for Machine Learning in Hertfordshire

Machine Learning
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Hertfordshire region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Borehamwood - 12 £32,500 -
Watford - 11 £32,500 -
Potters Bar - 4 £70,000 - 1
St Albans -2 1 £67,500 +35.00%
Kings Langley - 1 £30,000 -
Machine Learning
East of England

For the 6 months to 27 June 2017, IT jobs citing Machine Learning also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Machine Learning.

1 25 (58.14%) Algorithms
2 20 (46.51%) PhD
3 18 (41.86%) Computer Science
4 15 (34.88%) Greenfield Project
5 14 (32.56%) Mathematics
5 14 (32.56%) Signal Processing
5 14 (32.56%) C++
5 14 (32.56%) MATLAB
5 14 (32.56%) Telecoms
6 11 (25.58%) Data Analysis
6 11 (25.58%) LabVIEW
6 11 (25.58%) Python
6 11 (25.58%) Physics
6 11 (25.58%) Scala
6 11 (25.58%) Data Acquisition
7 10 (23.26%) AngularJS
7 10 (23.26%) Java
8 9 (20.93%) Neural Network
8 9 (20.93%) Natural Language Processing
8 9 (20.93%) Computer Vision
9 8 (18.60%) Microservices
10 7 (16.28%) Akka
10 7 (16.28%) Mentoring
10 7 (16.28%) Apache Cassandra
10 7 (16.28%) NoSQL
10 7 (16.28%) Agile Software Development
11 6 (13.95%) Web Services
11 6 (13.95%) RESTful
11 6 (13.95%) Degree
11 6 (13.95%) High Availability

Machine Learning
Co-occurring IT Skills in Hertfordshire 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 2 (4.65%) Apache Spark
2 1 (2.33%) Elasticsearch
2 1 (2.33%) SAS
2 1 (2.33%) Tomcat
Cloud Services
1 4 (9.30%) Azure Machine Learning
1 4 (9.30%) Microsoft Azure
2 1 (2.33%) Amazon AWS
2 1 (2.33%) Amazon S3
Communications & Networking
1 1 (2.33%) Internet
Database & Business Intelligence
1 7 (16.28%) Apache Cassandra
1 7 (16.28%) NoSQL
2 4 (9.30%) Big Data
3 2 (4.65%) Hadoop
4 1 (2.33%) Data Mining
4 1 (2.33%) MongoDB
Development Applications
1 11 (25.58%) LabVIEW
General
1 14 (32.56%) Telecoms
2 3 (6.98%) Electronics
Job Titles
1 14 (32.56%) MATLAB Engineer
1 14 (32.56%) Process Engineer
2 9 (20.93%) Machine Learning Engineer
3 7 (16.28%) Developer
4 6 (13.95%) Development Team Leader
4 6 (13.95%) Java Development Team Leader
4 6 (13.95%) Java Team Leader
4 6 (13.95%) Team Leader
5 5 (11.63%) Computer Engineer
5 5 (11.63%) Computer Vision Engineer
6 3 (6.98%) Software Developer
7 2 (4.65%) AWS Developer
7 2 (4.65%) Big Data Developer
7 2 (4.65%) Data Scientist
7 2 (4.65%) Java Developer
7 2 (4.65%) Machine Learning Developer
7 2 (4.65%) Senior Big Data Developer
7 2 (4.65%) Senior Developer
7 2 (4.65%) Senior Java Developer
8 1 (2.33%) Algorithm Engineer
Libraries, Frameworks & Software Standards
1 10 (23.26%) AngularJS
2 9 (20.93%) Natural Language Processing
3 7 (16.28%) Akka
4 6 (13.95%) RESTful
4 6 (13.95%) Web Services
5 5 (11.63%) React
6 4 (9.30%) Flask
7 3 (6.98%) .NET
8 1 (2.33%) D3.js
8 1 (2.33%) Hibernate
8 1 (2.33%) Pandas
8 1 (2.33%) Spring
Miscellaneous
1 25 (58.14%) Algorithms
2 18 (41.86%) Computer Science
3 15 (34.88%) Greenfield Project
4 1 (2.33%) Analytical Skills
4 1 (2.33%) Internet of Things
Processes & Methodologies
1 14 (32.56%) Mathematics
1 14 (32.56%) Signal Processing
2 11 (25.58%) Data Acquisition
2 11 (25.58%) Data Analysis
2 11 (25.58%) Physics
3 9 (20.93%) Computer Vision
3 9 (20.93%) Neural Network
4 8 (18.60%) Microservices
5 7 (16.28%) Agile Software Development
5 7 (16.28%) Mentoring
6 6 (13.95%) Coaching
6 6 (13.95%) High Availability
7 3 (6.98%) Finite Element Analysis
7 3 (6.98%) Kalman Filter
7 3 (6.98%) Software Engineering
8 2 (4.65%) Reinforcement Learning
8 2 (4.65%) SDLC
8 2 (4.65%) Statistics
9 1 (2.33%) Complexity Analysis
9 1 (2.33%) Linear Algebra
Programming Languages
1 14 (32.56%) C++
1 14 (32.56%) MATLAB
2 11 (25.58%) Python
2 11 (25.58%) Scala
3 10 (23.26%) Java
4 4 (9.30%) C#
4 4 (9.30%) R
5 2 (4.65%) SQL
Qualifications
1 20 (46.51%) PhD
2 6 (13.95%) Degree
3 1 (2.33%) Computer Science Degree
Systems Management
1 1 (2.33%) Kibana
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + be - shares, pens, health+
Posted: Yesterday