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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 167 257 241
Rank change year-on-year
+90 -16
Permanent jobs citing Machine Learning 79 56 97
As % of all permanent IT jobs located in the City of London 1.26% 0.53% 0.80%
As % of the Processes & Methodologies category 1.40% 0.61% 0.93%
Number of salaries quoted 69 42 89
Median salary £60,000 £65,000 £70,000
Median salary % change year-on-year
-7.69% -7.14%
90% offered a salary of more than £46,500 £45,550 £60,000
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
5627 9179 10486
As % of all permanent IT jobs located in the City of London 89.47% 87.64% 86.09%
Number of salaries quoted 5123 7830 8648
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year
+0.83% +4.34%
90% offered a salary of more than £42,500 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 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 24 July 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 24 July 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.

1 103 (62.80%) Big Data
2 94 (57.32%) Python
3 81 (49.39%) Computer Science
4 71 (43.29%) Java
5 61 (37.20%) Algorithms
6 60 (36.59%) Apache Spark
7 57 (34.76%) Degree
8 55 (33.54%) Analytics
9 54 (32.93%) PhD
10 53 (32.32%) Hadoop
11 51 (31.10%) Finance
12 49 (29.88%) SQL
13 42 (25.61%) R
14 40 (24.39%) NoSQL
14 40 (24.39%) Agile Software Development
15 38 (23.17%) Visualisation
16 33 (20.12%) Statistics
16 33 (20.12%) Mathematics
17 32 (19.51%) TDD
18 31 (18.90%) Data Mining
19 28 (17.07%) MATLAB
19 28 (17.07%) JavaScript
19 28 (17.07%) Artificial Intelligence
20 26 (15.85%) Marketing
21 24 (14.63%) Business Intelligence
22 23 (14.02%) Apache Hive
22 23 (14.02%) Apache Cassandra
23 22 (13.41%) MongoDB
23 22 (13.41%) Data Analysis
24 21 (12.80%) Amazon AWS

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 60 (36.59%) Apache Spark
2 14 (8.54%) Elasticsearch
3 13 (7.93%) Apache Pig
4 12 (7.32%) Apache
5 10 (6.10%) SAS
6 5 (3.05%) Apache Solr
7 3 (1.83%) IPython
7 3 (1.83%) Jupyter
8 1 (0.61%) IIS
8 1 (0.61%) Jetty
Applications
1 6 (3.66%) MS Excel
2 1 (0.61%) EViews
2 1 (0.61%) GNU Octave
2 1 (0.61%) Mathematica
2 1 (0.61%) MS Office
2 1 (0.61%) MS PowerPoint
2 1 (0.61%) SPSS
2 1 (0.61%) Weka
Business Applications
1 1 (0.61%) SAP Oil and Gas
Cloud Services
1 21 (12.80%) Amazon AWS
2 11 (6.71%) Amazon EMR
3 8 (4.88%) GitHub
4 5 (3.05%) Amazon EC2
5 4 (2.44%) Microsoft Azure
6 3 (1.83%) Amazon Kinesis
6 3 (1.83%) AWS Elastic Beanstalk
7 1 (0.61%) Amazon S3
7 1 (0.61%) Google Cloud Platform
Communications & Networking
1 6 (3.66%) Internet
2 5 (3.05%) HTTP
3 4 (2.44%) TCP/IP
4 2 (1.22%) Network Security
Database & Business Intelligence
1 103 (62.80%) Big Data
2 53 (32.32%) Hadoop
3 40 (24.39%) NoSQL
4 31 (18.90%) Data Mining
5 23 (14.02%) Apache Cassandra
5 23 (14.02%) Apache Hive
6 22 (13.41%) MongoDB
7 19 (11.59%) SQL Server
8 16 (9.76%) Data Warehouse
8 16 (9.76%) Relational Database
9 11 (6.71%) QlikView
10 10 (6.10%) HBase
11 9 (5.49%) Amazon Redshift
12 8 (4.88%) MySQL
13 6 (3.66%) PostgreSQL
14 5 (3.05%) Power BI
14 5 (3.05%) SQL Server Integration Services
14 5 (3.05%) Text Mining
15 4 (2.44%) RDBMS
16 3 (1.83%) SQL Server Reporting Services
Development Applications
1 16 (9.76%) Git (software)
2 4 (2.44%) GDB
2 4 (2.44%) Valgrind
3 3 (1.83%) Talend Open Studio
4 1 (0.61%) Appium
4 1 (0.61%) Gerrit
4 1 (0.61%) Gradle
4 1 (0.61%) Jenkins
4 1 (0.61%) JIRA
4 1 (0.61%) Maven
4 1 (0.61%) Mercurial
4 1 (0.61%) Selenium
4 1 (0.61%) Subversion
4 1 (0.61%) WebDriver
General
1 51 (31.10%) Finance
2 26 (15.85%) Marketing
3 17 (10.37%) Advertising
3 17 (10.37%) Law
4 14 (8.54%) Banking
5 10 (6.10%) Publishing
6 8 (4.88%) Telecoms
7 7 (4.27%) Games
8 5 (3.05%) Retail
9 2 (1.22%) Front Office
10 1 (0.61%) Back Office
10 1 (0.61%) Electronics
10 1 (0.61%) Manufacturing
10 1 (0.61%) Military
Job Titles
1 57 (34.76%) Developer
2 43 (26.22%) Data Scientist
3 36 (21.95%) Java Developer
4 21 (12.80%) Machine Learning Developer
5 11 (6.71%) Apache Spark Developer
5 11 (6.71%) Core Java Developer
5 11 (6.71%) NoSQL Developer
6 10 (6.10%) Analyst
6 10 (6.10%) Architect
6 10 (6.10%) Big Data Architect
6 10 (6.10%) Data Architect
6 10 (6.10%) Senior Data Scientist
7 9 (5.49%) AWS Architect
7 9 (5.49%) Hadoop Architect
8 8 (4.88%) Machine Learning Scientist
9 7 (4.27%) Data Analyst
9 7 (4.27%) Software Developer
9 7 (4.27%) Software Engineer
10 6 (3.66%) E-Commerce Analyst
10 6 (3.66%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 20 (12.20%) Natural Language Processing
2 16 (9.76%) Spring
3 12 (7.32%) NumPy
3 12 (7.32%) scikit-learn
4 11 (6.71%) Dropwizard
4 11 (6.71%) Lucene
5 10 (6.10%) Matplotlib
5 10 (6.10%) Web Services
6 9 (5.49%) D3.js
6 9 (5.49%) Pandas
7 8 (4.88%) TensorFlow
7 8 (4.88%) Theano
8 7 (4.27%) SciPy
9 6 (3.66%) AngularJS
9 6 (3.66%) Kafka
9 6 (3.66%) OpenCL
10 5 (3.05%) .NET
10 5 (3.05%) HTML
10 5 (3.05%) Node.js
11 4 (2.44%) CSS
Miscellaneous
1 81 (49.39%) Computer Science
2 61 (37.20%) Algorithms
3 38 (23.17%) Visualisation
4 33 (20.12%) Mathematics
4 33 (20.12%) Statistics
5 28 (17.07%) Artificial Intelligence
6 14 (8.54%) Analytical Skills
6 14 (8.54%) Neural Network
7 13 (7.93%) Ontologies
8 10 (6.10%) Clustering
9 9 (5.49%) CUDA
10 7 (4.27%) Economics
10 7 (4.27%) Fintech
10 7 (4.27%) Physics
11 6 (3.66%) Data Integration
12 4 (2.44%) Applied Mathematics
13 3 (1.83%) Blog
13 3 (1.83%) Hedge funds
13 3 (1.83%) Mobile App
14 2 (1.22%) User Experience
Operating Systems
1 13 (7.93%) Linux
2 5 (3.05%) Unix
2 5 (3.05%) Windows
3 4 (2.44%) Windows Server
4 2 (1.22%) Android
4 2 (1.22%) Apple iOS
Processes & Methodologies
1 55 (33.54%) Analytics
2 40 (24.39%) Agile Software Development
3 32 (19.51%) TDD
4 24 (14.63%) Business Intelligence
5 22 (13.41%) Data Analysis
6 20 (12.20%) Data Analytics
6 20 (12.20%) MapReduce
7 19 (11.59%) Deep Learning
8 18 (10.98%) ETL
9 17 (10.37%) Statistical Modelling
10 14 (8.54%) Multithreading
11 12 (7.32%) Predictive Modelling
12 11 (6.71%) Data Visualisation
12 11 (6.71%) Open Source
12 11 (6.71%) Software Engineering
13 9 (5.49%) E-Commerce
13 9 (5.49%) Prototyping
13 9 (5.49%) Scrum
14 8 (4.88%) OO
14 8 (4.88%) Statistical Analysis
Programming Languages
1 94 (57.32%) Python
2 71 (43.29%) Java
3 49 (29.88%) SQL
4 42 (25.61%) R
5 28 (17.07%) JavaScript
5 28 (17.07%) MATLAB
6 20 (12.20%) C++
6 20 (12.20%) Scala
7 9 (5.49%) C#
8 5 (3.05%) Shell Script
8 5 (3.05%) T-SQL
9 3 (1.83%) C
9 3 (1.83%) PHP
10 2 (1.22%) Erlang
10 2 (1.22%) Perl
10 2 (1.22%) Ruby
10 2 (1.22%) VBA
11 1 (0.61%) Apple Swift
11 1 (0.61%) CoffeeScript
11 1 (0.61%) Julia
Qualifications
1 57 (34.76%) Degree
2 54 (32.93%) PhD
3 1 (0.61%) Security Cleared
Quality Assurance & Compliance
1 2 (1.22%) Data Quality
1 2 (1.22%) QA
System Software
1 4 (2.44%) Apache Flume
2 3 (1.83%) Docker
3 1 (0.61%) HDFS
Systems Management
1 1 (0.61%) EMC NetWorker
1 1 (0.61%) Puppet
Vendors
1 15 (9.15%) Tableau
2 10 (6.10%) Oracle
3 9 (5.49%) Teradata
4 8 (4.88%) Cloudera
5 6 (3.66%) Hortonworks
5 6 (3.66%) IBM
6 4 (2.44%) Google
7 3 (1.83%) Bloomberg
7 3 (1.83%) Greenplum
7 3 (1.83%) Informatica
7 3 (1.83%) Microsoft
7 3 (1.83%) SAP
7 3 (1.83%) Talend
8 2 (1.22%) Endeca
8 2 (1.22%) Facebook
8 2 (1.22%) MapR
8 2 (1.22%) MicroStrategy
8 2 (1.22%) Netezza
8 2 (1.22%) Vertica
9 1 (0.61%) Jaspersoft
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 2 days ago
City, London
Harrington Starr
Salary: £55000 - £60000 per annum + Benefits + Bonus
Posted: Yesterday
City, London
Venturi
Salary: £60000 - £75000 per annum + bonus + bens
Posted: 3 days ago
City, London
TEKsystems
Salary: £60000 - £70000 per annum
Posted: 4 days ago
City, London
onezeero.
Salary: £25000 - £32000 per annum
Posted: 5 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 6 days ago