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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Machine Learning
East of England / Hertfordshire
Rank 120 139 151
Rank change year-on-year +19 +12  
Permanent jobs citing Machine Learning 20 19 10
As % of all permanent IT jobs advertised in Hertfordshire 0.92% 0.74% 0.43%
As % of the Processes & Methodologies category 1.05% 0.86% 0.52%
Number of salaries quoted 20 15 10
Median salary £60,000 £50,000 £52,500
Median salary % change year-on-year +20.00% -4.76%  
90% offered a salary of more than £34,750 £41,900 £52,250
10% offered a salary of more than £70,000 £53,000 £53,250
UK excluding London median salary £52,500 £53,250 £48,750
% change year-on-year -1.40% +9.23%  

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 1908 2220 1911
As % of all permanent IT job vacancies advertised in Hertfordshire 87.97% 86.31% 81.67%
Number of salaries quoted 1580 1785 1488
Median salary £50,000 £52,000 £50,000
Median salary % change year-on-year -3.84% +4.00%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £72,500 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 26 March 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 26 March 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
Potters Bar - 10 £60,000 - 1
Kings Langley - 3 £35,000 - 1
Borehamwood - 2 £32,500 -
St Albans -11 1 £55,000 +29.41%
Stevenage - 1 £55,000 -
Hemel Hempstead - 1 £110,000 - 1
Royston - 1 £65,000 - 1
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 26 March 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 11 (42.31%) Java
2 9 (34.62%) Scala
3 8 (30.77%) PhD
3 8 (30.77%) Agile Software Development
3 8 (30.77%) Neural Network
3 8 (30.77%) Algorithms
3 8 (30.77%) Computer Vision
4 7 (26.92%) AngularJS
5 6 (23.08%) Degree
5 6 (23.08%) Python
5 6 (23.08%) Microservices
6 5 (19.23%) Mentoring
6 5 (19.23%) SDLC
6 5 (19.23%) SQL
6 5 (19.23%) Computer Science
6 5 (19.23%) Akka
6 5 (19.23%) Apache Cassandra
6 5 (19.23%) NoSQL
7 4 (15.38%) High Availability
7 4 (15.38%) Spring
7 4 (15.38%) Web Services
7 4 (15.38%) Tomcat
7 4 (15.38%) Data Mining
7 4 (15.38%) React
7 4 (15.38%) Coaching
7 4 (15.38%) RESTful
8 3 (11.54%) Information Retrieval
8 3 (11.54%) Azure Machine Learning
8 3 (11.54%) ETL
8 3 (11.54%) XML

Machine Learning
Top Related 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 4 (15.38%) Tomcat
2 2 (7.69%) Apache Spark
3 1 (3.85%) Elasticsearch
3 1 (3.85%) SAS
Cloud Services
1 3 (11.54%) Azure Machine Learning
1 3 (11.54%) Microsoft Azure
2 1 (3.85%) Amazon AWS
2 1 (3.85%) Amazon S3
Communications & Networking
1 1 (3.85%) Internet
Database & Business Intelligence
1 5 (19.23%) Apache Cassandra
1 5 (19.23%) NoSQL
2 4 (15.38%) Data Mining
3 3 (11.54%) Big Data
4 2 (7.69%) Hadoop
5 1 (3.85%) MongoDB
Development Applications
1 3 (11.54%) Talend Open Studio
General
1 2 (7.69%) Electronics
1 2 (7.69%) Telecoms
Job Titles
1 8 (30.77%) Developer
1 8 (30.77%) Machine Learning Engineer
2 5 (19.23%) Java Developer
3 4 (15.38%) Computer Engineer
3 4 (15.38%) Computer Vision Engineer
3 4 (15.38%) Development Team Leader
3 4 (15.38%) Java Development Team Leader
3 4 (15.38%) Java Team Leader
3 4 (15.38%) Team Leader
4 2 (7.69%) AWS Developer
4 2 (7.69%) Big Data Developer
4 2 (7.69%) Data Scientist
4 2 (7.69%) Machine Learning Developer
4 2 (7.69%) MATLAB Engineer
4 2 (7.69%) Process Engineer
4 2 (7.69%) Senior Big Data Developer
4 2 (7.69%) Senior Developer
4 2 (7.69%) Senior Java Developer
4 2 (7.69%) Software Developer
5 1 (3.85%) .NET Developer
Libraries, Frameworks & Software Standards
1 7 (26.92%) AngularJS
2 5 (19.23%) Akka
3 4 (15.38%) React
3 4 (15.38%) RESTful
3 4 (15.38%) Spring
3 4 (15.38%) Web Services
4 3 (11.54%) Flask
4 3 (11.54%) XML
5 2 (7.69%) .NET
6 1 (3.85%) D3.js
6 1 (3.85%) Hibernate
Miscellaneous
1 8 (30.77%) Algorithms
2 5 (19.23%) Computer Science
3 1 (3.85%) Analytical Skills
3 1 (3.85%) Internet of Things
Processes & Methodologies
1 8 (30.77%) Agile Software Development
1 8 (30.77%) Computer Vision
1 8 (30.77%) Neural Network
2 6 (23.08%) Microservices
3 5 (19.23%) Mentoring
3 5 (19.23%) SDLC
4 4 (15.38%) Coaching
4 4 (15.38%) High Availability
5 3 (11.54%) Continuous Integration
5 3 (11.54%) Data Cleansing
5 3 (11.54%) DevOps
5 3 (11.54%) ETL
5 3 (11.54%) Information Retrieval
5 3 (11.54%) Mathematics
5 3 (11.54%) TDD
6 2 (7.69%) Kalman Filter
6 2 (7.69%) Reinforcement Learning
6 2 (7.69%) Signal Processing
6 2 (7.69%) Software Engineering
6 2 (7.69%) Statistics
Programming Languages
1 11 (42.31%) Java
2 9 (34.62%) Scala
3 6 (23.08%) Python
4 5 (19.23%) SQL
5 3 (11.54%) C#
5 3 (11.54%) JavaScript
5 3 (11.54%) R
6 2 (7.69%) C++
6 2 (7.69%) MATLAB
Qualifications
1 8 (30.77%) PhD
2 6 (23.08%) Degree
Systems Management
1 1 (3.85%) Kibana
Vendors
1 3 (11.54%) hybris
1 3 (11.54%) Talend
Kings Langley, Hertfordshire
Understanding Recruitment
Salary: £25000 - £35000 per annum + Benifits
Posted: 3 hours ago
Hemel Hempstead, Hertfordshire
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 4 days ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £60000 - £65000 per annum + bens
Posted: 6 days ago
Royston
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £70000.00 per annum + bonus
Posted: 20 days ago