The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Machine Learning
England / East of England
Rank 138 231 257
Rank change year-on-year
+93 +26
Permanent jobs citing Machine Learning 106 32 12
As % of all permanent IT jobs located in the East of England 1.83% 0.45% 0.16%
As % of the Processes & Methodologies category 2.12% 0.52% 0.19%
Number of salaries quoted 72 26 10
Median salary £55,000 £47,500 £41,782
Median salary % change year-on-year
+15.78% +13.68%
90% offered a salary of more than £27,500 £25,000 £24,900
10% offered a salary of more than £75,000 £77,500 £61,000
UK excluding London median salary £50,000 £55,000 £45,000
% change year-on-year
-9.09% +22.22%

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

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
4992 6114 6175
As % of all permanent IT jobs located in the East of England 86.20% 85.97% 84.43%
Number of salaries quoted 4109 4918 4942
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £70,000 £68,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 the East of England

Machine Learning
Salary Trend in the East of England

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

Machine Learning Salary Trend in the East of England

Machine Learning
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Machine Learning across the East of England region over the 3 months to 19 February 2017.

Machine Learning Salary Histogram in the East of England

Machine Learning
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the East of England region over the 3 months to 19 February 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
Cambridgeshire +63 82 £55,000 +15.78% 21
Hertfordshire +15 11 £55,000 +10.00% 3
Norfolk -9 6 £49,675 +41.92% 2
Bedfordshire - 4 £100,000 - 3
Essex - 3 £47,500 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East of England

For the 6 months to 19 February 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 East of England region with a requirement for Machine Learning.

1 107 (66.05%) Python
2 99 (61.11%) C++
3 94 (58.02%) Java
4 81 (50.00%) PhD
5 80 (49.38%) Mathematics
6 78 (48.15%) Algorithms
7 71 (43.83%) C#
8 63 (38.89%) Degree
9 56 (34.57%) Computer Science
10 53 (32.72%) Physics
11 49 (30.25%) C
11 49 (30.25%) Software Engineering
12 47 (29.01%) Artificial Intelligence
13 30 (18.52%) .NET
14 29 (17.90%) Deep Learning
15 27 (16.67%) ASP.NET
16 24 (14.81%) Agile Software Development
16 24 (14.81%) Multithreading
17 23 (14.20%) Augmented Reality
17 23 (14.20%) Distributed Algorithms
18 22 (13.58%) Analytics
18 22 (13.58%) Reinforcement Learning
19 21 (12.96%) R
19 21 (12.96%) MATLAB
20 20 (12.35%) SQL
20 20 (12.35%) Linux
20 20 (12.35%) Neural Network
21 19 (11.73%) Big Data
21 19 (11.73%) Scala
22 18 (11.11%) Computer Vision

Machine Learning
Top Related IT Skills in the East of England 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 11 (6.79%) Apache Spark
2 8 (4.94%) SAS
3 5 (3.09%) Tomcat
4 4 (2.47%) DNN
5 3 (1.85%) OpenStack
6 2 (1.23%) Apache Pig
6 2 (1.23%) Elasticsearch
Applications
1 2 (1.23%) MS Excel
Business Applications
1 1 (0.62%) Oracle BPM
Cloud Services
1 7 (4.32%) Amazon AWS
2 4 (2.47%) Microsoft Azure
3 2 (1.23%) Cloud Computing
3 2 (1.23%) Google Cloud Platform
4 1 (0.62%) Amazon S3
4 1 (0.62%) SaaS
Communications & Networking
1 3 (1.85%) TCP/IP
2 2 (1.23%) Internet
Database & Business Intelligence
1 19 (11.73%) Big Data
2 12 (7.41%) Hadoop
3 10 (6.17%) Apache Cassandra
4 9 (5.56%) Data Mining
4 9 (5.56%) NoSQL
5 6 (3.70%) BusinessObjects
5 6 (3.70%) Lumira
5 6 (3.70%) Oracle BI EE
5 6 (3.70%) Spotfire
6 5 (3.09%) Apache Hive
6 5 (3.09%) Relational Database
7 4 (2.47%) MongoDB
8 3 (1.85%) PostgreSQL
9 2 (1.23%) Presto
9 2 (1.23%) SQL Server
10 1 (0.62%) CouchDB
10 1 (0.62%) Data Warehouse
10 1 (0.62%) MariaDB
10 1 (0.62%) Neo4j
10 1 (0.62%) SAP BW
Development Applications
1 6 (3.70%) Git (software)
2 5 (3.09%) Oracle APEX
3 4 (2.47%) Selenium
4 3 (1.85%) Talend Open Studio
5 2 (1.23%) Clang
5 2 (1.23%) GCC
5 2 (1.23%) Team Foundation Server
6 1 (0.62%) JIRA
6 1 (0.62%) JMeter
6 1 (0.62%) JUnit
6 1 (0.62%) LoadRunner
6 1 (0.62%) NUnit
6 1 (0.62%) YouTrack
General
1 8 (4.94%) Games
2 5 (3.09%) Finance
2 5 (3.09%) Pharmaceutical
2 5 (3.09%) Telecoms
3 3 (1.85%) French Language
3 3 (1.85%) Italian Language
3 3 (1.85%) Marketing
3 3 (1.85%) Spanish Language
4 2 (1.23%) Banking
5 1 (0.62%) Manufacturing
5 1 (0.62%) Military
Job Titles
1 53 (32.72%) Developer
2 38 (23.46%) Software Developer
3 36 (22.22%) Software Engineer
4 20 (12.35%) Graduate
5 18 (11.11%) C++ Software Engineer
6 15 (9.26%) Java Engineer
6 15 (9.26%) Machine Learning Engineer
7 14 (8.64%) Data Scientist
8 13 (8.02%) Computer Engineer
9 12 (7.41%) Java Developer
10 11 (6.79%) C++ Developer
10 11 (6.79%) Java Software Engineer
11 10 (6.17%) C++ Software Developer
12 8 (4.94%) Research Engineer
13 7 (4.32%) Developer/Software Engineer
14 6 (3.70%) Graduate Software Engineer
14 6 (3.70%) Hardware Engineer
14 6 (3.70%) Python Software Engineer
14 6 (3.70%) Windows Engineer
15 5 (3.09%) Team Leader
Libraries, Frameworks & Software Standards
1 30 (18.52%) .NET
2 27 (16.67%) ASP.NET
3 11 (6.79%) AngularJS
4 9 (5.56%) RESTful
5 8 (4.94%) XML
6 7 (4.32%) Akka
6 7 (4.32%) HTML
7 6 (3.70%) CSS
7 6 (3.70%) Node.js
7 6 (3.70%) Theano
8 5 (3.09%) OpenCV
8 5 (3.09%) Spring
8 5 (3.09%) Unity (Game Engine)
8 5 (3.09%) Web Services
9 3 (1.85%) Natural Language Processing
10 2 (1.23%) ASP.NET Web API
10 2 (1.23%) Direct3D
10 2 (1.23%) OpenCL
10 2 (1.23%) OpenGL ES
10 2 (1.23%) Twitter Bootstrap
Miscellaneous
1 80 (49.38%) Mathematics
2 78 (48.15%) Algorithms
3 56 (34.57%) Computer Science
4 53 (32.72%) Physics
5 47 (29.01%) Artificial Intelligence
6 23 (14.20%) Augmented Reality
7 20 (12.35%) Neural Network
8 17 (10.49%) Analytical Skills
9 15 (9.26%) Statistics
10 6 (3.70%) Field-Programmable Gate Array
11 5 (3.09%) User Experience
12 4 (2.47%) Digital Media
12 4 (2.47%) Visualisation
13 3 (1.85%) Device Driver
14 2 (1.23%) Foreign Exchange (FX)
14 2 (1.23%) Internet of Things
15 1 (0.62%) Embedded Systems
15 1 (0.62%) Life Science
15 1 (0.62%) Online Games
15 1 (0.62%) Social Media
Operating Systems
1 20 (12.35%) Linux
2 14 (8.64%) Windows
3 6 (3.70%) Unix
4 2 (1.23%) Android
Processes & Methodologies
1 49 (30.25%) Software Engineering
2 29 (17.90%) Deep Learning
3 24 (14.81%) Agile Software Development
3 24 (14.81%) Multithreading
4 23 (14.20%) Distributed Algorithms
5 22 (13.58%) Analytics
5 22 (13.58%) Reinforcement Learning
6 18 (11.11%) Computer Vision
7 12 (7.41%) Mentoring
8 11 (6.79%) Coaching
8 11 (6.79%) Image Processing
9 9 (5.56%) ETL
9 9 (5.56%) Microservices
10 8 (4.94%) Data Modelling
10 8 (4.94%) Predictive Analytics
10 8 (4.94%) Predictive Modelling
10 8 (4.94%) SDLC
11 7 (4.32%) DevOps
11 7 (4.32%) Signal Processing
12 6 (3.70%) Statistical Modelling
Programming Languages
1 107 (66.05%) Python
2 99 (61.11%) C++
3 94 (58.02%) Java
4 71 (43.83%) C#
5 49 (30.25%) C
6 21 (12.96%) MATLAB
6 21 (12.96%) R
7 20 (12.35%) SQL
8 19 (11.73%) Scala
9 15 (9.26%) JavaScript
10 7 (4.32%) Perl
11 6 (3.70%) Tcl
11 6 (3.70%) VBA
12 5 (3.09%) PL/SQL
13 3 (1.85%) Ruby
13 3 (1.85%) TypeScript
14 2 (1.23%) Clojure
15 1 (0.62%) Bash Shell
15 1 (0.62%) Haskell
15 1 (0.62%) PowerShell
Qualifications
1 81 (50.00%) PhD
2 63 (38.89%) Degree
3 1 (0.62%) CISSP
3 1 (0.62%) GSEC
Quality Assurance & Compliance
1 9 (5.56%) QA
System Software
1 1 (0.62%) Docker
1 1 (0.62%) KVM
1 1 (0.62%) LXC
1 1 (0.62%) Slurm Workload Manager
1 1 (0.62%) Xen
Systems Management
1 1 (0.62%) Mesos
Vendors
1 10 (6.17%) Oracle
2 3 (1.85%) hybris
2 3 (1.85%) Talend
3 2 (1.23%) Google
3 2 (1.23%) SAP
4 1 (0.62%) Cognos
4 1 (0.62%) Hyperion
4 1 (0.62%) Pegasus
4 1 (0.62%) Tableau
4 1 (0.62%) Vertica
Cambridgeshire
The One Group
Salary: Market related
Posted: 2 days ago
Bedfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + bonus
Posted: 3 days ago
Norfolk
Churchill Frank
Salary: £60000 - £70000 per annum + bonus
Posted: 3 days ago
Suffolk
Churchill Frank
Salary: £60000 - £70000 per annum + bonus
Posted: 3 days ago
Peterborough, Cambridgeshire
Maclean Moore Consulting
Salary: From £30,000 to £40,000 per annum plus great benefits
Posted: Yesterday
Cambridge, Cambridgeshire
X4 Group
Salary: £40k - 60k per year
Posted: 4 days ago
Norwich, Norfolk
Hays Finance Technology
Salary: £35000.00 - £67000.00 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: 6 days ago
Cambridge, UK
Amazon - Evi Technologies Limited
Salary: Highly Competitive Salary, Amazon restricted stock units and benefits package
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
X4 Group
Salary: £40k - 60k per year
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 5 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + very good bonus
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £55000 per annum + Excellent Base+Benefits
Posted: 6 days ago
Hemel Hempstead
Churchill Frank
Salary: £100000 - £120000 per annum
Posted: 26 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE
Posted: 17 days ago
Cambridge, UK
Amazon
Salary: Highly Competitive Graduate Salary
Posted: 24 days ago
Cambridge
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 24 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + share options
Posted: 25 days ago
Luton
TUI Group Careers
Salary: Highly Competitive
Posted: 25 days ago
Luton
TUI Group Careers
Salary: Highly Competitive
Posted: 25 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 26 days ago