The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 186 277 288
Rank change year-on-year
+91 +11
Permanent jobs citing Machine Learning 83 34 55
As % of all permanent IT jobs located in the City of London 1.20% 0.33% 0.44%
As % of the Processes & Methodologies category 1.33% 0.37% 0.51%
Number of salaries quoted 68 31 49
Median salary £61,250 £55,000 £62,500
Median salary % change year-on-year
+11.36% -12.00%
90% offered a salary of more than £45,000 £42,500 £36,500
10% offered a salary of more than £90,000 £80,000 £77,000
UK excluding London median salary £52,500 £50,000 £42,500
% change year-on-year
+5.00% +17.64%
Machine Learning
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
6221 9137 10718
As % of all permanent IT jobs located in the City of London 89.70% 87.53% 85.42%
Number of salaries quoted 5619 7682 8946
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,000
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 the City of London

The demand trend of job ads across the City of London 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 City of London

Machine Learning
Salary Trend in the City of London

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

Machine Learning Salary Trend in the City of London

Machine Learning
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Machine Learning across the City of London region over the 3 months to 5 May 2016.

Machine Learning Salary Histogram in the City of London

Machine Learning
Top 30 Related IT Skills in the City of London

For the 6 months to 5 May 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 City of London region with a requirement for Machine Learning.

1 106 (68.39%) Python
2 93 (60.00%) Big Data
3 84 (54.19%) Computer Science
4 75 (48.39%) Java
5 58 (37.42%) SQL
5 58 (37.42%) PhD
6 55 (35.48%) Analytics
7 54 (34.84%) Degree
8 51 (32.90%) Hadoop
8 51 (32.90%) Algorithms
9 49 (31.61%) Finance
10 47 (30.32%) R
11 46 (29.68%) Apache Spark
12 44 (28.39%) Mathematics
13 40 (25.81%) C++
14 38 (24.52%) Visualisation
14 38 (24.52%) NoSQL
15 37 (23.87%) Statistics
16 32 (20.65%) JavaScript
17 31 (20.00%) Data Mining
17 31 (20.00%) Agile Software Development
18 24 (15.48%) Business Intelligence
18 24 (15.48%) Linux
19 23 (14.84%) Data Analytics
19 23 (14.84%) Apache Cassandra
20 22 (14.19%) MATLAB
21 21 (13.55%) MongoDB
21 21 (13.55%) Scala
22 20 (12.90%) Git (software)
22 20 (12.90%) SQL Server

Machine Learning
Top Related IT Skills in the City of London 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 46 (29.68%) Apache Spark
2 14 (9.03%) Apache
3 12 (7.74%) SAS
4 11 (7.10%) Apache Pig
5 7 (4.52%) Elasticsearch
6 3 (1.94%) IPython
6 3 (1.94%) Jupyter
7 2 (1.29%) Apache Solr
8 1 (0.65%) IIS
8 1 (0.65%) Node.js
Applications
1 5 (3.23%) MS Excel
2 4 (2.58%) GNU Octave
3 2 (1.29%) Gephi
3 2 (1.29%) Mathematica
4 1 (0.65%) EViews
4 1 (0.65%) SPSS
4 1 (0.65%) Weka
Business Applications
1 4 (2.58%) SAP Oil and Gas
Cloud Services
1 12 (7.74%) Amazon AWS
2 4 (2.58%) Amazon EMR
2 4 (2.58%) GitHub
2 4 (2.58%) Microsoft Azure
3 3 (1.94%) Amazon EC2
3 3 (1.94%) Amazon Kinesis
3 3 (1.94%) AWS Elastic Beanstalk
4 1 (0.65%) Amazon S3
4 1 (0.65%) Cloud Computing
4 1 (0.65%) SaaS
Communications & Networking
1 5 (3.23%) HTTP
2 4 (2.58%) TCP/IP
3 3 (1.94%) Internet
4 2 (1.29%) Network Security
Database & Business Intelligence
1 93 (60.00%) Big Data
2 51 (32.90%) Hadoop
3 38 (24.52%) NoSQL
4 31 (20.00%) Data Mining
5 23 (14.84%) Apache Cassandra
6 21 (13.55%) MongoDB
7 20 (12.90%) SQL Server
8 18 (11.61%) Apache Hive
9 13 (8.39%) Data Warehouse
9 13 (8.39%) QlikView
10 12 (7.74%) HBase
11 10 (6.45%) Relational Database
12 7 (4.52%) Power BI
13 5 (3.23%) MySQL
13 5 (3.23%) SQL Server Integration Services
13 5 (3.23%) SQL Server Reporting Services
14 4 (2.58%) Amazon Redshift
14 4 (2.58%) KDB
15 3 (1.94%) Pentaho
15 3 (1.94%) Spark SQL
Development Applications
1 20 (12.90%) Git (software)
2 4 (2.58%) GDB
2 4 (2.58%) Mercurial
2 4 (2.58%) Subversion
2 4 (2.58%) Valgrind
3 3 (1.94%) JIRA
3 3 (1.94%) Talend Open Studio
4 2 (1.29%) Jenkins
5 1 (0.65%) Appium
5 1 (0.65%) Gerrit
5 1 (0.65%) Selenium
5 1 (0.65%) WebDriver
General
1 49 (31.61%) Finance
2 17 (10.97%) Games
2 17 (10.97%) Marketing
3 12 (7.74%) Banking
4 11 (7.10%) Law
5 8 (5.16%) Telecoms
6 7 (4.52%) Advertising
7 6 (3.87%) Publishing
8 5 (3.23%) Retail
9 4 (2.58%) Electronics
9 4 (2.58%) Manufacturing
10 3 (1.94%) Front Office
11 2 (1.29%) Military
12 1 (0.65%) Back Office
Job Titles
1 51 (32.90%) Developer
2 45 (29.03%) Data Scientist
3 18 (11.61%) Java Developer
4 16 (10.32%) Machine Learning Developer
5 15 (9.68%) Python Developer
6 10 (6.45%) Senior Data Scientist
7 8 (5.16%) Machine Learning Engineer
8 7 (4.52%) Big Data Developer
8 7 (4.52%) Machine Learning Scientist
9 6 (3.87%) Data Manager
9 6 (3.87%) Senior Developer
10 5 (3.23%) Business Intelligence Developer
10 5 (3.23%) Full Stack Developer
10 5 (3.23%) Software Engineer
11 4 (2.58%) Analyst
11 4 (2.58%) Apache Spark Developer
11 4 (2.58%) Big Data Architect
11 4 (2.58%) Computer Scientist
11 4 (2.58%) Core Java Developer
11 4 (2.58%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 19 (12.26%) Natural Language Processing
2 11 (7.10%) scikit-learn
2 11 (7.10%) Spring
3 10 (6.45%) D3.js
4 7 (4.52%) AngularJS
4 7 (4.52%) Pandas
4 7 (4.52%) SciPy
4 7 (4.52%) Theano
5 6 (3.87%) .NET
5 6 (3.87%) HTML
5 6 (3.87%) Kafka
5 6 (3.87%) Matplotlib
5 6 (3.87%) NumPy
6 5 (3.23%) CSS
6 5 (3.23%) TensorFlow
6 5 (3.23%) XML
7 4 (2.58%) Ajax
7 4 (2.58%) Django
7 4 (2.58%) Flask
7 4 (2.58%) REST
Miscellaneous
1 84 (54.19%) Computer Science
2 51 (32.90%) Algorithms
3 44 (28.39%) Mathematics
4 38 (24.52%) Visualisation
5 37 (23.87%) Statistics
6 19 (12.26%) Artificial Intelligence
7 18 (11.61%) Analytical Skills
8 17 (10.97%) Physics
9 11 (7.10%) Neural Network
10 7 (4.52%) Clustering
10 7 (4.52%) Hedge funds
11 6 (3.87%) CUDA
11 6 (3.87%) Mobile App
12 5 (3.23%) Life Science
12 5 (3.23%) Ontologies
13 4 (2.58%) Applied Mathematics
13 4 (2.58%) Blog
13 4 (2.58%) Data Integration
13 4 (2.58%) Economics
14 3 (1.94%) User Experience
Operating Systems
1 24 (15.48%) Linux
2 8 (5.16%) Unix
3 5 (3.23%) Windows
4 4 (2.58%) Windows Server
5 2 (1.29%) Android
5 2 (1.29%) Apple iOS
Processes & Methodologies
1 55 (35.48%) Analytics
2 31 (20.00%) Agile Software Development
3 24 (15.48%) Business Intelligence
4 23 (14.84%) Data Analytics
5 20 (12.90%) TDD
6 19 (12.26%) Deep Learning
7 16 (10.32%) Data Analysis
8 15 (9.68%) OO
9 13 (8.39%) ETL
9 13 (8.39%) MapReduce
9 13 (8.39%) Open Source
10 12 (7.74%) Data Visualisation
10 12 (7.74%) Low Latency
10 12 (7.74%) Statistical Modelling
11 11 (7.10%) Asynchronous Programming
11 11 (7.10%) Multithreading
11 11 (7.10%) Proprietary Trading
12 8 (5.16%) Predictive Modelling
12 8 (5.16%) Rapid Prototyping
12 8 (5.16%) Scrum
Programming Languages
1 106 (68.39%) Python
2 75 (48.39%) Java
3 58 (37.42%) SQL
4 47 (30.32%) R
5 40 (25.81%) C++
6 32 (20.65%) JavaScript
7 22 (14.19%) MATLAB
8 21 (13.55%) Scala
9 19 (12.26%) C#
10 11 (7.10%) C
10 11 (7.10%) Erlang
11 6 (3.87%) Ruby
11 6 (3.87%) Shell Script
12 5 (3.23%) PHP
12 5 (3.23%) T-SQL
13 4 (2.58%) Perl
14 2 (1.29%) VBA
15 1 (0.65%) AWK
15 1 (0.65%) CoffeeScript
15 1 (0.65%) sed
Qualifications
1 58 (37.42%) PhD
2 54 (34.84%) Degree
3 3 (1.94%) Security Cleared
Quality Assurance & Compliance
1 2 (1.29%) Data Quality
2 1 (0.65%) QA
System Software
1 3 (1.94%) Apache Flume
1 3 (1.94%) Docker
2 1 (0.65%) HDFS
Systems Management
1 1 (0.65%) EMC NetWorker
1 1 (0.65%) Puppet
Vendors
1 17 (10.97%) Tableau
2 13 (8.39%) Google
3 12 (7.74%) Bloomberg
4 11 (7.10%) Facebook
4 11 (7.10%) Oracle
5 9 (5.81%) Teradata
6 6 (3.87%) IBM
7 4 (2.58%) Hortonworks
7 4 (2.58%) SAP
7 4 (2.58%) Splunk
8 3 (1.94%) Cloudera
8 3 (1.94%) Greenplum
8 3 (1.94%) Informatica
8 3 (1.94%) Microsoft
8 3 (1.94%) Talend
9 2 (1.29%) MicroStrategy
10 1 (0.65%) Jaspersoft
10 1 (0.65%) Netezza
10 1 (0.65%) RapidMiner
10 1 (0.65%) Reuters
City, London
ANSON MCCADE
Salary: £55-£90K
Posted: 10 hours ago
City, London
The People Network
Salary: £50000 - £70000 per annum
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: Up to £45,000 + Benefits
Posted: Yesterday
City, London
ISL
Salary: £55000 - £65000 per annum + benefits package
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £25000 - £40000 Per Annum +PACKAGE
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
onezeero.
Salary: Competitive Salary + Benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £90000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £65000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £65000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £70000 per annum, Benefits Benefits
Posted: 2 days ago
City, London
First Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 4 days ago
City, London
TEKsystems
Salary: £70000 - £130000 per annum + bonus and pension
Posted: 5 days ago
City, London
First Point
Salary: £50000 - £60000 per annum
Posted: 6 days ago
City, London
Careerwise UK Limited
Salary: £38000 - £60000 per annum
Posted: 6 days ago
City Of London
HFG
Salary: £25000 - £35000 per annum
Posted: 6 days ago
City of London
Arrows Group Ltd
Salary: £45000 - £55000 per annum + options, pension
Posted: 11 days ago
City of London
Talent Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 14 days ago