The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 128 153 -
Rank change year-on-year
+25 -
Permanent jobs citing Machine Learning 10 6 0
As % of all permanent IT jobs located in Hertfordshire 0.48% 0.25% -
As % of the Processes & Methodologies category 0.57% 0.30% -
Number of salaries quoted 8 6 0
Median salary £50,000 £61,250 -
Median salary % change year-on-year
-18.36% -
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
Machine Learning
East of England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1760 1978 2180
As % of all permanent IT jobs located in Hertfordshire 84.94% 83.00% 82.14%
Number of salaries quoted 1462 1600 1789
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £33,500 £31,000 £32,500
10% offered a salary of more than £70,000 £75,000 £67,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Machine Learning
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Machine Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend 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 across the Hertfordshire region.

Machine Learning Salary Trend in Hertfordshire

Machine Learning
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Hertfordshire region over the 3 months to 27 June 2016.

Machine Learning Salary Histogram 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 2016. 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
(Click see detailed
statistics and trends)
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
St Albans +19 8 £50,000 -20.00%
Hemel Hempstead - 2 - -
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 27 June 2016, 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 27 (93.10%) Data Mining
2 26 (89.66%) Java
3 22 (75.86%) Agile Software Development
4 21 (72.41%) Analytics
5 20 (68.97%) Data Analytics
6 15 (51.72%) C++
7 13 (44.83%) Finance
7 13 (44.83%) Big Data
8 12 (41.38%) NoSQL
9 8 (27.59%) Scala
9 8 (27.59%) Fintech
10 7 (24.14%) Tomcat
11 6 (20.69%) Computer Science
11 6 (20.69%) Degree
11 6 (20.69%) Algorithms
12 5 (17.24%) Apache Cassandra
12 5 (17.24%) Analytical Skills
12 5 (17.24%) GlassFish
12 5 (17.24%) JMS
13 4 (13.79%) Python
13 4 (13.79%) Games
13 4 (13.79%) Maven
13 4 (13.79%) Logistics
13 4 (13.79%) Software Engineering
13 4 (13.79%) Guava
13 4 (13.79%) Jenkins
14 3 (10.34%) Marketing
15 2 (6.90%) TDD
15 2 (6.90%) ETL
15 2 (6.90%) OpenGL

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 7 (24.14%) Tomcat
2 5 (17.24%) GlassFish
Database & Business Intelligence
1 27 (93.10%) Data Mining
2 13 (44.83%) Big Data
3 12 (41.38%) NoSQL
4 5 (17.24%) Apache Cassandra
5 1 (3.45%) Data Warehouse
Development Applications
1 4 (13.79%) Jenkins
1 4 (13.79%) Maven
2 2 (6.90%) Talend Open Studio
General
1 13 (44.83%) Finance
2 4 (13.79%) Games
3 3 (10.34%) Marketing
Job Titles
1 22 (75.86%) Developer
1 22 (75.86%) Java Developer
2 5 (17.24%) Java Scala Developer
2 5 (17.24%) Scala Developer
3 4 (13.79%) Java Engineer
3 4 (13.79%) Java Software Engineer
3 4 (13.79%) Software Engineer
4 3 (10.34%) Senior Developer
4 3 (10.34%) Senior Java Developer
5 2 (6.90%) Agile Developer
5 2 (6.90%) Agile Java Developer
5 2 (6.90%) Research Engineer
5 2 (6.90%) Senior Java Engineer
5 2 (6.90%) Senior Java Software Engineer
5 2 (6.90%) Senior Software Engineer
6 1 (3.45%) Data Scientist
Libraries, Frameworks & Software Standards
1 5 (17.24%) JMS
2 4 (13.79%) Guava
3 2 (6.90%) DirectX
3 2 (6.90%) OpenCL
3 2 (6.90%) OpenGL
3 2 (6.90%) OpenGL ES
3 2 (6.90%) Spring
4 1 (3.45%) Spring MVC
4 1 (3.45%) XML
Miscellaneous
1 8 (27.59%) Fintech
2 6 (20.69%) Algorithms
2 6 (20.69%) Computer Science
3 5 (17.24%) Analytical Skills
4 2 (6.90%) CUDA
4 2 (6.90%) Mathematics
5 1 (3.45%) Economics
5 1 (3.45%) Statistics
Operating Systems
1 2 (6.90%) Linux
1 2 (6.90%) Unix
Processes & Methodologies
1 22 (75.86%) Agile Software Development
2 21 (72.41%) Analytics
3 20 (68.97%) Data Analytics
4 4 (13.79%) Logistics
4 4 (13.79%) Software Engineering
5 2 (6.90%) Continuous Integration
5 2 (6.90%) Data Cleansing
5 2 (6.90%) DevOps
5 2 (6.90%) ETL
5 2 (6.90%) Image Processing
5 2 (6.90%) Information Retrieval
5 2 (6.90%) SDLC
5 2 (6.90%) Signal Processing
5 2 (6.90%) TDD
5 2 (6.90%) Video Processing
6 1 (3.45%) Business Intelligence
6 1 (3.45%) Data Management
6 1 (3.45%) MVC
6 1 (3.45%) Project Management
6 1 (3.45%) Use Case
Programming Languages
1 26 (89.66%) Java
2 15 (51.72%) C++
3 8 (27.59%) Scala
4 4 (13.79%) Python
5 2 (6.90%) C
5 2 (6.90%) SQL
6 1 (3.45%) JavaScript
Qualifications
1 6 (20.69%) Degree
Vendors
1 2 (6.90%) hybris
1 2 (6.90%) Talend
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