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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 178 288 289
Rank change year-on-year
+110 +1
Permanent jobs citing Machine Learning 80 33 72
As % of all permanent IT jobs located in the City of London 1.23% 0.32% 0.56%
As % of the Processes & Methodologies category 1.36% 0.36% 0.65%
Number of salaries quoted 66 27 66
Median salary £60,000 £60,000 £70,000
Median salary % change year-on-year
- -14.28%
90% offered a salary of more than £47,500 £45,500 £49,500
10% offered a salary of more than £90,000 £80,000 £90,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +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
5888 9049 11051
As % of all permanent IT jobs located in the City of London 90.21% 87.91% 85.84%
Number of salaries quoted 5385 7693 9257
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 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
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 29 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 29 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.

1 105 (62.87%) Python
2 98 (58.68%) Big Data
3 89 (53.29%) Computer Science
4 80 (47.90%) Java
5 60 (35.93%) PhD
5 60 (35.93%) Degree
6 59 (35.33%) Finance
6 59 (35.33%) Algorithms
7 58 (34.73%) SQL
8 57 (34.13%) Analytics
9 50 (29.94%) Apache Spark
9 50 (29.94%) Hadoop
10 48 (28.74%) R
11 43 (25.75%) Mathematics
12 41 (24.55%) NoSQL
13 40 (23.95%) Visualisation
14 38 (22.75%) Statistics
15 37 (22.16%) C++
15 37 (22.16%) Agile Software Development
16 35 (20.96%) Data Mining
17 31 (18.56%) JavaScript
18 28 (16.77%) Business Intelligence
19 26 (15.57%) TDD
20 24 (14.37%) Artificial Intelligence
20 24 (14.37%) MongoDB
21 23 (13.77%) Apache Cassandra
22 22 (13.17%) Data Analytics
22 22 (13.17%) Marketing
22 22 (13.17%) Deep Learning
23 21 (12.57%) Natural Language Processing

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 50 (29.94%) Apache Spark
2 14 (8.38%) Apache
3 11 (6.59%) Apache Pig
3 11 (6.59%) Elasticsearch
3 11 (6.59%) SAS
4 3 (1.80%) IPython
4 3 (1.80%) Jupyter
5 2 (1.20%) Apache Solr
5 2 (1.20%) Node.js
6 1 (0.60%) IIS
Applications
1 5 (2.99%) MS Excel
2 3 (1.80%) GNU Octave
3 2 (1.20%) Gephi
4 1 (0.60%) EViews
4 1 (0.60%) Mathematica
4 1 (0.60%) SPSS
4 1 (0.60%) Weka
Business Applications
1 4 (2.40%) SAP Oil and Gas
Cloud Services
1 13 (7.78%) Amazon AWS
2 6 (3.59%) GitHub
3 5 (2.99%) Amazon EMR
4 4 (2.40%) Microsoft Azure
5 3 (1.80%) Amazon EC2
5 3 (1.80%) Amazon Kinesis
5 3 (1.80%) AWS Elastic Beanstalk
6 1 (0.60%) Amazon S3
6 1 (0.60%) Cloud Computing
6 1 (0.60%) SaaS
Communications & Networking
1 6 (3.59%) Internet
2 5 (2.99%) HTTP
3 4 (2.40%) TCP/IP
4 2 (1.20%) Network Security
Database & Business Intelligence
1 98 (58.68%) Big Data
2 50 (29.94%) Hadoop
3 41 (24.55%) NoSQL
4 35 (20.96%) Data Mining
5 24 (14.37%) MongoDB
6 23 (13.77%) Apache Cassandra
7 20 (11.98%) SQL Server
8 18 (10.78%) Apache Hive
9 13 (7.78%) Data Warehouse
9 13 (7.78%) QlikView
10 12 (7.19%) HBase
10 12 (7.19%) Relational Database
11 7 (4.19%) Power BI
12 6 (3.59%) MySQL
13 5 (2.99%) Amazon Redshift
13 5 (2.99%) SQL Server Integration Services
13 5 (2.99%) SQL Server Reporting Services
14 4 (2.40%) KDB
14 4 (2.40%) PostgreSQL
14 4 (2.40%) Text Mining
Development Applications
1 20 (11.98%) Git (software)
2 4 (2.40%) GDB
2 4 (2.40%) Mercurial
2 4 (2.40%) Subversion
2 4 (2.40%) Valgrind
3 3 (1.80%) JIRA
3 3 (1.80%) Talend Open Studio
4 2 (1.20%) Jenkins
5 1 (0.60%) Appium
5 1 (0.60%) Gerrit
5 1 (0.60%) Selenium
5 1 (0.60%) WebDriver
General
1 59 (35.33%) Finance
2 22 (13.17%) Marketing
3 16 (9.58%) Law
4 15 (8.98%) Banking
4 15 (8.98%) Games
5 11 (6.59%) Telecoms
6 10 (5.99%) Advertising
7 9 (5.39%) Publishing
8 5 (2.99%) Retail
9 4 (2.40%) Electronics
9 4 (2.40%) Manufacturing
10 3 (1.80%) Front Office
11 2 (1.20%) Military
12 1 (0.60%) Back Office
Job Titles
1 57 (34.13%) Developer
2 45 (26.95%) Data Scientist
3 27 (16.17%) Java Developer
4 20 (11.98%) Machine Learning Developer
5 11 (6.59%) Python Developer
6 10 (5.99%) Senior Data Scientist
7 8 (4.79%) Machine Learning Engineer
8 7 (4.19%) Analyst
8 7 (4.19%) Apache Spark Developer
8 7 (4.19%) Core Java Developer
8 7 (4.19%) Data Analyst
8 7 (4.19%) NoSQL Developer
9 6 (3.59%) Big Data Developer
9 6 (3.59%) E-Commerce Analyst
9 6 (3.59%) Machine Learning Scientist
9 6 (3.59%) Senior Developer
10 5 (2.99%) Business Intelligence Developer
10 5 (2.99%) Data Manager
10 5 (2.99%) Full Stack Developer
10 5 (2.99%) Software Engineer
Libraries, Frameworks & Software Standards
1 21 (12.57%) Natural Language Processing
2 13 (7.78%) Spring
3 11 (6.59%) scikit-learn
4 10 (5.99%) D3.js
5 9 (5.39%) NumPy
5 9 (5.39%) Theano
6 8 (4.79%) Matplotlib
6 8 (4.79%) Pandas
7 7 (4.19%) AngularJS
7 7 (4.19%) Dropwizard
7 7 (4.19%) Kafka
7 7 (4.19%) SciPy
7 7 (4.19%) TensorFlow
8 6 (3.59%) .NET
8 6 (3.59%) HTML
9 5 (2.99%) CSS
9 5 (2.99%) Django
10 4 (2.40%) REST
10 4 (2.40%) Web Services
10 4 (2.40%) XML
Miscellaneous
1 89 (53.29%) Computer Science
2 59 (35.33%) Algorithms
3 43 (25.75%) Mathematics
4 40 (23.95%) Visualisation
5 38 (22.75%) Statistics
6 24 (14.37%) Artificial Intelligence
7 16 (9.58%) Analytical Skills
7 16 (9.58%) Physics
8 13 (7.78%) Neural Network
9 9 (5.39%) Clustering
9 9 (5.39%) CUDA
10 8 (4.79%) Ontologies
11 7 (4.19%) Economics
12 6 (3.59%) Hedge funds
12 6 (3.59%) Mobile App
13 4 (2.40%) Applied Mathematics
13 4 (2.40%) Blog
13 4 (2.40%) Data Integration
13 4 (2.40%) Life Science
14 3 (1.80%) User Experience
Operating Systems
1 19 (11.38%) Linux
2 7 (4.19%) Unix
3 5 (2.99%) Windows
4 4 (2.40%) Windows Server
5 2 (1.20%) Android
5 2 (1.20%) Apple iOS
Processes & Methodologies
1 57 (34.13%) Analytics
2 37 (22.16%) Agile Software Development
3 28 (16.77%) Business Intelligence
4 26 (15.57%) TDD
5 22 (13.17%) Data Analytics
5 22 (13.17%) Deep Learning
6 20 (11.98%) Data Analysis
7 16 (9.58%) Statistical Modelling
8 14 (8.38%) MapReduce
9 13 (7.78%) ETL
9 13 (7.78%) Multithreading
9 13 (7.78%) OO
9 13 (7.78%) Open Source
10 12 (7.19%) Data Visualisation
11 11 (6.59%) E-Commerce
12 9 (5.39%) Software Engineering
13 8 (4.79%) Econometrics
13 8 (4.79%) Predictive Modelling
13 8 (4.79%) Rapid Prototyping
13 8 (4.79%) Scrum
Programming Languages
1 105 (62.87%) Python
2 80 (47.90%) Java
3 58 (34.73%) SQL
4 48 (28.74%) R
5 37 (22.16%) C++
6 31 (18.56%) JavaScript
7 21 (12.57%) MATLAB
8 19 (11.38%) Scala
9 16 (9.58%) C#
10 10 (5.99%) C
11 7 (4.19%) Erlang
12 6 (3.59%) Shell Script
13 5 (2.99%) PHP
13 5 (2.99%) Ruby
13 5 (2.99%) T-SQL
14 3 (1.80%) Perl
15 2 (1.20%) VBA
16 1 (0.60%) Apple Swift
16 1 (0.60%) CoffeeScript
Qualifications
1 60 (35.93%) Degree
1 60 (35.93%) PhD
2 3 (1.80%) Security Cleared
Quality Assurance & Compliance
1 2 (1.20%) Data Quality
1 2 (1.20%) QA
System Software
1 4 (2.40%) Apache Flume
2 3 (1.80%) Docker
3 1 (0.60%) HDFS
Systems Management
1 1 (0.60%) EMC NetWorker
1 1 (0.60%) Puppet
Vendors
1 17 (10.18%) Tableau
2 11 (6.59%) Oracle
3 9 (5.39%) Google
3 9 (5.39%) Teradata
4 8 (4.79%) Bloomberg
5 7 (4.19%) Facebook
6 6 (3.59%) IBM
7 4 (2.40%) Hortonworks
7 4 (2.40%) SAP
8 3 (1.80%) Cloudera
8 3 (1.80%) Greenplum
8 3 (1.80%) Informatica
8 3 (1.80%) Microsoft
8 3 (1.80%) Splunk
8 3 (1.80%) Talend
9 2 (1.20%) MicroStrategy
10 1 (0.60%) Jaspersoft
10 1 (0.60%) Netezza
10 1 (0.60%) RapidMiner
10 1 (0.60%) Reuters
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: 2 days ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 6 days ago
City, London
onezeero.
Salary: Competitive Salary + Benefits
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: 6 days ago
City, London
First Point
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: 2 days ago
City, London
Third Republic Ltd
Salary: Up to £110,000 per annum dependant on experience
Posted: 6 days ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 6 days ago
City of London
Talent Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 17 days ago
City of London
Talent Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 24 days ago
City Of London
HFG
Salary: £125000 - £160000 per annum
Posted: 17 days ago