The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Devon region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 34 55 49
Rank change year-on-year
+21 -6
Permanent jobs citing Machine Learning 25 3 1
As % of all permanent IT jobs located in Devon 7.65% 0.80% 0.29%
As % of the Processes & Methodologies category 8.96% 0.91% 0.35%
Number of salaries quoted 25 0 1
Median salary £80,000 - £65,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
Machine Learning
South West

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

Processes & Methodologies Category
Devon
Permanent IT job ads with a match in the
Processes & Methodologies category
279 330 286
As % of all permanent IT jobs located in Devon 85.32% 88.00% 84.37%
Number of salaries quoted 248 258 219
Median salary £37,500 £36,000 £34,500
Median salary % change year-on-year
+4.16% +4.34%
90% offered a salary of more than £27,500 £23,000 £21,500
10% offered a salary of more than £70,000 £50,000 £47,500
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 Devon

The demand trend of job ads across the Devon 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 Devon

Machine Learning
Salary Trend in Devon

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

Machine Learning Salary Trend in Devon

Machine Learning
Salary Histogram in Devon

This chart provides a salary histogram for IT jobs citing Machine Learning across the Devon region over the 3 months to 25 June 2016.

Machine Learning Salary Histogram in Devon

Machine Learning
Job Locations in Devon

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Devon region over the 3 months to 25 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
Exeter - 25 £80,000 -
Machine Learning
South West

Machine Learning
Top 30 Related IT Skills in Devon

For the 6 months to 25 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 Devon region with a requirement for Machine Learning.

1 36 (97.30%) Computer Science
2 33 (89.19%) Finance
2 33 (89.19%) Data Analytics
2 33 (89.19%) Analytics
3 32 (86.49%) PhD
4 28 (75.68%) Python
5 27 (72.97%) C++
5 27 (72.97%) Java
6 24 (64.86%) R
6 24 (64.86%) Analytical Skills
7 23 (62.16%) Big Data
8 22 (59.46%) Degree
8 22 (59.46%) Data Analysis
8 22 (59.46%) OpenUP
9 21 (56.76%) MATLAB
10 20 (54.05%) Scala
10 20 (54.05%) Hadoop
10 20 (54.05%) Apache Hive
10 20 (54.05%) Apache Spark
11 12 (32.43%) SQL
12 11 (29.73%) Data Mining
12 11 (29.73%) SAS
12 11 (29.73%) SPSS
12 11 (29.73%) Artificial Intelligence
13 10 (27.03%) MapReduce
13 10 (27.03%) Apache Pig
13 10 (27.03%) MongoDB
13 10 (27.03%) Apache Cassandra
14 3 (8.11%) NoSQL
14 3 (8.11%) Software Engineering

Machine Learning
Top Related IT Skills in Devon 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 20 (54.05%) Apache Spark
2 11 (29.73%) SAS
3 10 (27.03%) Apache Pig
Applications
1 11 (29.73%) SPSS
Database & Business Intelligence
1 23 (62.16%) Big Data
2 20 (54.05%) Apache Hive
2 20 (54.05%) Hadoop
3 11 (29.73%) Data Mining
4 10 (27.03%) Apache Cassandra
4 10 (27.03%) MongoDB
5 3 (8.11%) NoSQL
General
1 33 (89.19%) Finance
2 3 (8.11%) Advertising
Job Titles
1 11 (29.73%) Chief Technology Officer
1 11 (29.73%) Data Scientist
2 3 (8.11%) C++ Software Engineer
2 3 (8.11%) Java Engineer
2 3 (8.11%) Java Software Engineer
2 3 (8.11%) Python Software Engineer
2 3 (8.11%) Software Engineer
3 1 (2.70%) Support Engineer
3 1 (2.70%) Systems Engineer
3 1 (2.70%) Systems Support
3 1 (2.70%) Systems Support Engineer
Miscellaneous
1 36 (97.30%) Computer Science
2 24 (64.86%) Analytical Skills
3 11 (29.73%) Artificial Intelligence
4 3 (8.11%) Algorithms
Operating Systems
1 1 (2.70%) Linux
Processes & Methodologies
1 33 (89.19%) Analytics
1 33 (89.19%) Data Analytics
2 22 (59.46%) Data Analysis
2 22 (59.46%) OpenUP
3 10 (27.03%) MapReduce
4 3 (8.11%) Software Engineering
5 1 (2.70%) High Availability
Programming Languages
1 28 (75.68%) Python
2 27 (72.97%) C++
2 27 (72.97%) Java
3 24 (64.86%) R
4 21 (56.76%) MATLAB
5 20 (54.05%) Scala
6 12 (32.43%) SQL
7 1 (2.70%) Bash Shell
Qualifications
1 32 (86.49%) PhD
2 22 (59.46%) Degree