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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 168 217 277
Rank change year-on-year
+49 +60
Permanent jobs citing Machine Learning 66 50 55
As % of all permanent IT jobs located in the City of London 1.23% 0.72% 0.50%
As % of the Processes & Methodologies category 1.42% 0.82% 0.59%
Number of salaries quoted 62 41 52
Median salary £72,500 £85,000 £65,000
Median salary % change year-on-year
-14.70% +30.76%
90% offered a salary of more than £47,500 £45,000 £45,500
10% offered a salary of more than £110,000 £110,000 £69,800
UK excluding London median salary £50,000 £52,500 £40,000
% change year-on-year
-4.76% +31.25%
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
4659 6100 9298
As % of all permanent IT jobs located in the City of London 86.79% 88.21% 84.66%
Number of salaries quoted 4209 5396 8027
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,500 £40,000 £39,000
10% offered a salary of more than £87,500 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 7 December 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 7 December 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 (65.22%) Big Data
2 82 (50.93%) Python
3 73 (45.34%) Computer Science
4 72 (44.72%) Algorithms
5 70 (43.48%) Hadoop
6 60 (37.27%) Java
7 59 (36.65%) Analytics
8 51 (31.68%) NoSQL
8 51 (31.68%) Degree
8 51 (31.68%) Apache Spark
9 49 (30.43%) Amazon AWS
9 49 (30.43%) PhD
10 47 (29.19%) Statistics
11 41 (25.47%) SQL
12 39 (24.22%) Mathematics
13 38 (23.60%) Visualisation
14 35 (21.74%) Agile Software Development
15 34 (21.12%) Marketing
16 33 (20.50%) MapReduce
16 33 (20.50%) Data Mining
17 31 (19.25%) R
18 26 (16.15%) Web Services
18 26 (16.15%) Artificial Intelligence
19 24 (14.91%) Software Engineering
20 21 (13.04%) scikit-learn
20 21 (13.04%) Finance
20 21 (13.04%) Data Analytics
21 20 (12.42%) Amazon EMR
21 20 (12.42%) ETL
21 20 (12.42%) Business Intelligence

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 51 (31.68%) Apache Spark
2 12 (7.45%) SAS
3 9 (5.59%) Elasticsearch
4 5 (3.11%) Apache Pig
5 2 (1.24%) Apache Solr
6 1 (0.62%) IPython
6 1 (0.62%) Jetty
6 1 (0.62%) Jupyter
Applications
1 5 (3.11%) Chatbot
2 3 (1.86%) Gephi
3 1 (0.62%) MS Excel
3 1 (0.62%) MS Office
3 1 (0.62%) MS PowerPoint
3 1 (0.62%) SPSS
Business Applications
1 2 (1.24%) Oracle AML
Cloud Services
1 49 (30.43%) Amazon AWS
2 20 (12.42%) Amazon EMR
3 9 (5.59%) GitHub
4 6 (3.73%) Amazon EC2
5 5 (3.11%) SaaS
6 4 (2.48%) Google Cloud Platform
7 1 (0.62%) Amazon Kinesis
7 1 (0.62%) Amazon S3
7 1 (0.62%) AWS Elastic Beanstalk
7 1 (0.62%) IBM Cloud
7 1 (0.62%) Microsoft Azure
Communications & Networking
1 1 (0.62%) LAN
1 1 (0.62%) PPP
1 1 (0.62%) WAN
Database & Business Intelligence
1 105 (65.22%) Big Data
2 70 (43.48%) Hadoop
3 51 (31.68%) NoSQL
4 33 (20.50%) Data Mining
5 14 (8.70%) Apache Hive
5 14 (8.70%) MongoDB
6 11 (6.83%) Data Warehouse
7 9 (5.59%) Amazon Redshift
8 8 (4.97%) Relational Database
9 7 (4.35%) Apache Cassandra
10 6 (3.73%) MySQL
11 5 (3.11%) Neo4j
11 5 (3.11%) PostgreSQL
11 5 (3.11%) SQL Server
11 5 (3.11%) Text Mining
12 4 (2.48%) Triplestore
13 3 (1.86%) Pentaho
13 3 (1.86%) SAP HANA
14 2 (1.24%) KDB
14 2 (1.24%) Oracle OLAP
Development Applications
1 12 (7.45%) Git (software)
2 8 (4.97%) Gradle
3 6 (3.73%) Maven
4 4 (2.48%) Ant
4 4 (2.48%) gulp
4 4 (2.48%) Jenkins
5 3 (1.86%) Buildbot
5 3 (1.86%) Grunt
5 3 (1.86%) Hudson
6 1 (0.62%) Subversion
6 1 (0.62%) Vagrant
General
1 34 (21.12%) Marketing
2 21 (13.04%) Finance
3 12 (7.45%) Publishing
4 7 (4.35%) Advertising
5 4 (2.48%) Banking
5 4 (2.48%) Law
6 3 (1.86%) Games
6 3 (1.86%) Legal
7 1 (0.62%) Financial Institution
7 1 (0.62%) Front Office
7 1 (0.62%) Investment Banking
7 1 (0.62%) Music Industry
7 1 (0.62%) Retail
7 1 (0.62%) Retail Banking
7 1 (0.62%) Telecoms
Job Titles
1 55 (34.16%) Data Scientist
2 48 (29.81%) Developer
3 29 (18.01%) Java Developer
4 27 (16.77%) Architect
5 26 (16.15%) Data Architect
6 22 (13.66%) Machine Learning Scientist
7 20 (12.42%) AWS Architect
7 20 (12.42%) Big Data Architect
7 20 (12.42%) Hadoop Architect
8 16 (9.94%) Senior Data Scientist
9 11 (6.83%) Analytics Manager
9 11 (6.83%) Data Analytics Manager
10 10 (6.21%) Machine Learning Developer
11 8 (4.97%) Analyst
11 8 (4.97%) Python Developer
12 7 (4.35%) Artificial Intelligence Developer
12 7 (4.35%) Software Engineer
13 5 (3.11%) C++ Developer
13 5 (3.11%) Graduate
13 5 (3.11%) Software Developer
Libraries, Frameworks & Software Standards
1 26 (16.15%) Web Services
2 21 (13.04%) scikit-learn
3 19 (11.80%) NumPy
4 17 (10.56%) Natural Language Processing
4 17 (10.56%) Spring
5 11 (6.83%) RESTful
6 10 (6.21%) Pandas
7 8 (4.97%) D3.js
7 8 (4.97%) Lucene
7 8 (4.97%) Matplotlib
8 7 (4.35%) Node.js
9 6 (3.73%) TensorFlow
9 6 (3.73%) Theano
10 5 (3.11%) OpenCL
10 5 (3.11%) SOAP
10 5 (3.11%) Torch
11 4 (2.48%) CSS
11 4 (2.48%) HTML
11 4 (2.48%) SciPy
12 3 (1.86%) Kafka
Miscellaneous
1 73 (45.34%) Computer Science
2 72 (44.72%) Algorithms
3 47 (29.19%) Statistics
4 39 (24.22%) Mathematics
5 38 (23.60%) Visualisation
6 26 (16.15%) Artificial Intelligence
7 15 (9.32%) Ontologies
8 14 (8.70%) Analytical Skills
9 12 (7.45%) Neural Network
10 9 (5.59%) Fintech
11 8 (4.97%) Credit Risk
11 8 (4.97%) CUDA
12 7 (4.35%) Semantic Web
13 6 (3.73%) Physics
14 4 (2.48%) Clustering
15 3 (1.86%) Data Integration
15 3 (1.86%) Hedge funds
15 3 (1.86%) Mobile App
15 3 (1.86%) PMI
15 3 (1.86%) Robotics
Operating Systems
1 4 (2.48%) Unix
2 3 (1.86%) Android
3 2 (1.24%) Apple iOS
Processes & Methodologies
1 59 (36.65%) Analytics
2 35 (21.74%) Agile Software Development
3 33 (20.50%) MapReduce
4 24 (14.91%) Software Engineering
5 21 (13.04%) Data Analytics
6 20 (12.42%) Business Intelligence
6 20 (12.42%) ETL
7 17 (10.56%) OO
8 16 (9.94%) Multithreading
8 16 (9.94%) TDD
9 13 (8.07%) Information Retrieval
10 12 (7.45%) Data Analysis
10 12 (7.45%) Data Visualisation
10 12 (7.45%) Open Source
11 11 (6.83%) Deep Learning
11 11 (6.83%) Knowledge Discovery
11 11 (6.83%) Microservices
11 11 (6.83%) Parallel Programming
12 10 (6.21%) Scrum
13 9 (5.59%) Data Modelling
Programming Languages
1 82 (50.93%) Python
2 60 (37.27%) Java
3 41 (25.47%) SQL
4 31 (19.25%) R
5 19 (11.80%) C++
6 16 (9.94%) MATLAB
7 15 (9.32%) Scala
8 9 (5.59%) JavaScript
9 5 (3.11%) SPARQL
10 1 (0.62%) Bash Shell
10 1 (0.62%) C
10 1 (0.62%) C#
10 1 (0.62%) Cypher
10 1 (0.62%) Julia
10 1 (0.62%) Ruby
Qualifications
1 51 (31.68%) Degree
2 49 (30.43%) PhD
3 3 (1.86%) PMI Certification
4 1 (0.62%) Postgraduate
Quality Assurance & Compliance
1 2 (1.24%) QA
System Software
1 4 (2.48%) Docker
2 2 (1.24%) VMware Infrastructure
2 2 (1.24%) Xen
3 1 (0.62%) Virtual Machines
3 1 (0.62%) VirtualBox
Systems Management
1 2 (1.24%) Opscode Chef
1 2 (1.24%) Puppet
1 2 (1.24%) Salt
2 1 (0.62%) Ansible
2 1 (0.62%) Dokku
Vendors
1 11 (6.83%) Cloudera
2 10 (6.21%) Google
3 8 (4.97%) Hortonworks
4 6 (3.73%) Tableau
5 5 (3.11%) Oracle
6 3 (1.86%) MapR
6 3 (1.86%) SAP
6 3 (1.86%) Vertica
7 2 (1.24%) Cognos
7 2 (1.24%) IBM
7 2 (1.24%) Microsoft
7 2 (1.24%) Rackspace
7 2 (1.24%) VMware
8 1 (0.62%) EXASOL
8 1 (0.62%) Facebook
8 1 (0.62%) MicroStrategy
8 1 (0.62%) Netezza
8 1 (0.62%) Splunk
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 14 hours ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: Yesterday
City, London
set2recruit
Salary: Up to £50,000 per annum Excellent Salary and Benefits Package
Posted: Yesterday
City, London
Empiric.com
Salary: From £45,000 to £60,000 per annum + Benefits + Equity
Posted: 21 hours ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35,000 - £45,000 + extensive benefits package
Posted: 2 days ago
City, London
E-synergy Solutions
Salary: £40000 - £60000 per annum + benefits
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £70000 Per Annum + benfits
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 2 days ago
City, London
Quant Capital
Salary: Unspecified
Posted: 2 days ago
City, London
Client Server
Salary: £35k to £50k + benefits
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £80000 Per Annum + benfits
Posted: 3 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £65000 Per Annum + Benefits
Posted: 3 days ago
City, London
Mane Contract Services Limited
Salary: £100000 - £140000 per annum + Bonus + Benefits
Posted: 6 days ago
City, London
Oho Group Ltd.
Salary: £60000 - £70000 per annum
Posted: 2 days ago
City, London
Premier Media
Posted: 2 days ago
City, London
Client Server
Salary: £45k to £60k
Posted: 5 days ago
City, London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: 6 days ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 5 days ago
City, London
IPsoft
Salary: Excellent salary plus strong benefits package
Posted: 6 days ago
City, London
BJSS Ltd
Salary: From £75,000 to £90,000 per annum Pension & Health
Posted: 23 days ago