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 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Machine Learning
London / City of London
Rank 173 196 281
Rank change year-on-year
+23 +85
Permanent jobs citing Machine Learning 59 63 36
As % of all permanent IT jobs located in the City of London 1.17% 0.98% 0.36%
As % of the Processes & Methodologies category 1.34% 1.11% 0.42%
Number of salaries quoted 58 54 30
Median salary £70,000 £75,000 £65,000
Median salary % change year-on-year
-6.66% +15.38%
90% offered a salary of more than £46,750 £45,000 £45,500
10% offered a salary of more than £107,500 £110,000 £96,000
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

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
4419 5680 8637
As % of all permanent IT jobs located in the City of London 87.96% 88.79% 85.41%
Number of salaries quoted 4003 5094 7456
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £38,500
10% offered a salary of more than £90,000 £82,500 £87,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in the 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 January 2017.

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 January 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 City of London region with a requirement for Machine Learning.

1 94 (61.04%) Big Data
2 84 (54.55%) Python
3 66 (42.86%) Algorithms
4 64 (41.56%) Hadoop
5 62 (40.26%) Analytics
6 60 (38.96%) Computer Science
7 53 (34.42%) Java
8 47 (30.52%) NoSQL
8 47 (30.52%) Apache Spark
9 46 (29.87%) Amazon AWS
10 45 (29.22%) Degree
10 45 (29.22%) SQL
11 44 (28.57%) Statistics
12 41 (26.62%) PhD
13 39 (25.32%) Mathematics
14 33 (21.43%) Data Mining
15 32 (20.78%) Visualisation
15 32 (20.78%) R
16 30 (19.48%) Marketing
17 29 (18.83%) Agile Software Development
18 27 (17.53%) MapReduce
19 23 (14.94%) Artificial Intelligence
19 23 (14.94%) Software Engineering
20 22 (14.29%) Business Intelligence
20 22 (14.29%) Web Services
21 21 (13.64%) Data Analytics
22 20 (12.99%) OO
22 20 (12.99%) Finance
23 19 (12.34%) C++
24 18 (11.69%) ETL

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 47 (30.52%) Apache Spark
2 13 (8.44%) SAS
3 10 (6.49%) Elasticsearch
4 5 (3.25%) Apache Pig
5 1 (0.65%) IPython
5 1 (0.65%) Jupyter
Applications
1 3 (1.95%) Chatbot
1 3 (1.95%) Gephi
2 2 (1.30%) SPSS
Business Applications
1 2 (1.30%) Oracle AML
Cloud Services
1 46 (29.87%) Amazon AWS
2 15 (9.74%) Amazon EMR
3 7 (4.55%) GitHub
4 6 (3.90%) SaaS
5 5 (3.25%) Amazon EC2
5 5 (3.25%) Google Cloud Platform
6 2 (1.30%) Amazon Kinesis
6 2 (1.30%) Amazon S3
6 2 (1.30%) Microsoft Azure
7 1 (0.65%) Amazon SQS
7 1 (0.65%) AWS Elastic Beanstalk
7 1 (0.65%) IBM Cloud
Communications & Networking
1 1 (0.65%) HTTP
1 1 (0.65%) LAN
1 1 (0.65%) PPP
1 1 (0.65%) WAN
Database & Business Intelligence
1 94 (61.04%) Big Data
2 64 (41.56%) Hadoop
3 47 (30.52%) NoSQL
4 33 (21.43%) Data Mining
5 16 (10.39%) MongoDB
6 15 (9.74%) Apache Hive
7 9 (5.84%) Data Warehouse
8 8 (5.19%) Amazon Redshift
9 6 (3.90%) Apache Cassandra
9 6 (3.90%) Neo4j
9 6 (3.90%) Relational Database
10 5 (3.25%) PostgreSQL
10 5 (3.25%) Redis
10 5 (3.25%) Text Mining
10 5 (3.25%) Triplestore
11 4 (2.60%) Aerospike
11 4 (2.60%) SQL Server
12 3 (1.95%) GIS
12 3 (1.95%) MySQL
12 3 (1.95%) Pentaho
Development Applications
1 12 (7.79%) Git (software)
2 8 (5.19%) Gradle
3 6 (3.90%) Maven
4 5 (3.25%) Ant
5 4 (2.60%) gulp
5 4 (2.60%) Jenkins
6 3 (1.95%) Buildbot
6 3 (1.95%) Grunt
6 3 (1.95%) Hudson
7 1 (0.65%) Subversion
7 1 (0.65%) Vagrant
General
1 30 (19.48%) Marketing
2 20 (12.99%) Finance
3 10 (6.49%) Publishing
4 4 (2.60%) Advertising
4 4 (2.60%) Banking
4 4 (2.60%) Games
5 3 (1.95%) Financial Institution
5 3 (1.95%) Legal
5 3 (1.95%) Retail
6 1 (0.65%) Brand Awareness
6 1 (0.65%) Front Office
6 1 (0.65%) Investment Banking
6 1 (0.65%) Law
6 1 (0.65%) Music Industry
6 1 (0.65%) Retail Banking
6 1 (0.65%) Telecoms
Job Titles
1 53 (34.42%) Data Scientist
2 45 (29.22%) Developer
3 23 (14.94%) Java Developer
4 22 (14.29%) Architect
5 21 (13.64%) Data Architect
6 16 (10.39%) Machine Learning Scientist
7 15 (9.74%) AWS Architect
7 15 (9.74%) Big Data Architect
7 15 (9.74%) Hadoop Architect
8 13 (8.44%) Senior Data Scientist
9 11 (7.14%) Analytics Manager
9 11 (7.14%) Data Analytics Manager
9 11 (7.14%) Python Developer
10 9 (5.84%) Machine Learning Developer
11 8 (5.19%) Artificial Intelligence Developer
12 7 (4.55%) Analyst
12 7 (4.55%) C++ Developer
12 7 (4.55%) Data Engineer
13 6 (3.90%) Software Engineer
14 5 (3.25%) Senior Developer
Libraries, Frameworks & Software Standards
1 22 (14.29%) Web Services
2 17 (11.04%) NumPy
3 16 (10.39%) scikit-learn
4 13 (8.44%) RESTful
5 12 (7.79%) Natural Language Processing
5 12 (7.79%) Spring
6 10 (6.49%) Pandas
7 8 (5.19%) D3.js
8 7 (4.55%) Node.js
9 6 (3.90%) CSS
9 6 (3.90%) HTML
9 6 (3.90%) Matplotlib
9 6 (3.90%) SOAP
9 6 (3.90%) TensorFlow
10 5 (3.25%) Flask
10 5 (3.25%) SciPy
11 4 (2.60%) Django
11 4 (2.60%) Theano
12 3 (1.95%) scikit-cuda
12 3 (1.95%) Torch
Miscellaneous
1 66 (42.86%) Algorithms
2 60 (38.96%) Computer Science
3 44 (28.57%) Statistics
4 39 (25.32%) Mathematics
5 32 (20.78%) Visualisation
6 23 (14.94%) Artificial Intelligence
7 16 (10.39%) Analytical Skills
8 11 (7.14%) Ontologies
9 10 (6.49%) Credit Risk
9 10 (6.49%) Neural Network
10 7 (4.55%) Semantic Web
11 6 (3.90%) CUDA
11 6 (3.90%) Fintech
11 6 (3.90%) Physics
12 5 (3.25%) User Experience
13 3 (1.95%) Clustering
13 3 (1.95%) Hedge funds
13 3 (1.95%) Mobile App
13 3 (1.95%) PMI
13 3 (1.95%) Robotics
Operating Systems
1 5 (3.25%) Unix
2 3 (1.95%) Android
3 2 (1.30%) Apple iOS
4 1 (0.65%) Linux
4 1 (0.65%) Windows
4 1 (0.65%) Windows Server
Processes & Methodologies
1 62 (40.26%) Analytics
2 29 (18.83%) Agile Software Development
3 27 (17.53%) MapReduce
4 23 (14.94%) Software Engineering
5 22 (14.29%) Business Intelligence
6 21 (13.64%) Data Analytics
7 20 (12.99%) OO
8 18 (11.69%) ETL
9 14 (9.09%) Multithreading
9 14 (9.09%) Open Source
10 13 (8.44%) Information Retrieval
10 13 (8.44%) Microservices
11 12 (7.79%) Data Analysis
11 12 (7.79%) Deep Learning
12 11 (7.14%) Data Modelling
12 11 (7.14%) Data Visualisation
12 11 (7.14%) Knowledge Discovery
12 11 (7.14%) Parallel Programming
13 10 (6.49%) Continuous Integration
13 10 (6.49%) Web Analytics
Programming Languages
1 84 (54.55%) Python
2 53 (34.42%) Java
3 45 (29.22%) SQL
4 32 (20.78%) R
5 19 (12.34%) C++
6 18 (11.69%) Scala
7 13 (8.44%) JavaScript
8 7 (4.55%) MATLAB
9 6 (3.90%) SPARQL
10 2 (1.30%) C#
10 2 (1.30%) PHP
11 1 (0.65%) Bash Shell
11 1 (0.65%) C
11 1 (0.65%) Cypher
11 1 (0.65%) PowerShell
11 1 (0.65%) Ruby
11 1 (0.65%) Shell Script
Qualifications
1 45 (29.22%) Degree
2 41 (26.62%) PhD
3 3 (1.95%) PMI Certification
4 1 (0.65%) Postgraduate
Quality Assurance & Compliance
1 2 (1.30%) QA
System Software
1 5 (3.25%) Docker
2 2 (1.30%) VMware Infrastructure
2 2 (1.30%) Xen
3 1 (0.65%) Virtual Machines
3 1 (0.65%) VirtualBox
Systems Management
1 2 (1.30%) Opscode Chef
1 2 (1.30%) Puppet
1 2 (1.30%) Salt
2 1 (0.65%) Ansible
2 1 (0.65%) Dokku
Vendors
1 10 (6.49%) Google
2 7 (4.55%) Tableau
3 6 (3.90%) Cloudera
3 6 (3.90%) Hortonworks
4 4 (2.60%) Oracle
4 4 (2.60%) Twitter
5 2 (1.30%) Cognos
5 2 (1.30%) IBM
5 2 (1.30%) Rackspace
5 2 (1.30%) Splunk
5 2 (1.30%) VMware
6 1 (0.65%) EXASOL
6 1 (0.65%) Facebook
6 1 (0.65%) MapR
6 1 (0.65%) Microsoft
6 1 (0.65%) MicroStrategy
6 1 (0.65%) Salesforce.com
6 1 (0.65%) SAP
6 1 (0.65%) Vertica
City, London
Networking People
Salary: £45000 - £60000 per annum + Excellent Benefits
Posted: 3 hours ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 5 hours ago
City, London
Parallel Consulting
Salary: £30000 - £42000 per annum
Posted: 13 hours ago
City, London
Parallel Consulting
Salary: £45000 - £60000 per annum
Posted: 12 hours ago
City, London
TEKsystems
Salary: £60000 - £110000 per annum
Posted: Yesterday
City, London
Digital Gurus
Salary: £44000 - £48000 Per Annum Work from home 2 days per week and Flexi hou
Posted: 7 hours ago
City, London
Empiric.com
Salary: From £50,000 to £70,000 per annum + Bonus + Equity + Benefits
Posted: Yesterday
City, London
Client Server
Salary: £35k to £50k + stock options
Posted: Yesterday
City, London
Intelletec
Salary: From £75,000 to £85,000 per annum
Posted: Yesterday
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 6 days ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 4 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 13 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
Harvey Nash plc
Salary: £60000 - £80000 per annum
Posted: 5 days ago
City, London
IPsoft
Salary: Excellent salary plus strong benefits package
Posted: 7 days ago
City of London
Energon Global
Salary: £50000.00 - £90000.00 per annum + benefits + bonus
Posted: 16 days ago