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

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Machine Learning
London / City of London
Rank 145 174 283
Rank change year-on-year
+29 +109
Permanent jobs citing Machine Learning 80 81 40
As % of all permanent IT jobs located in the City of London 1.60% 1.20% 0.39%
As % of the Processes & Methodologies category 1.79% 1.33% 0.45%
Number of salaries quoted 79 70 34
Median salary £65,000 £65,000 £65,000
90% offered a salary of more than £47,000 £45,000 £43,400
10% offered a salary of more than £90,000 £101,000 £105,000
UK excluding London median salary £50,000 £55,000 £45,000
% change year-on-year
-9.09% +22.22%

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
4481 6070 8900
As % of all permanent IT jobs located in the City of London 89.73% 89.58% 86.89%
Number of salaries quoted 4077 5389 7573
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 £37,500
10% offered a salary of more than £90,000 £82,500 £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 21 February 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 21 February 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 92 (57.86%) Big Data
2 87 (54.72%) Python
3 69 (43.40%) Analytics
4 66 (41.51%) Algorithms
5 62 (38.99%) Hadoop
6 56 (35.22%) Computer Science
7 54 (33.96%) Java
8 50 (31.45%) SQL
9 46 (28.93%) NoSQL
9 46 (28.93%) Apache Spark
10 44 (27.67%) Mathematics
11 42 (26.42%) Statistics
11 42 (26.42%) Degree
12 41 (25.79%) Amazon AWS
13 39 (24.53%) R
14 38 (23.90%) Agile Software Development
15 35 (22.01%) PhD
16 31 (19.50%) Data Mining
17 30 (18.87%) Visualisation
18 28 (17.61%) Marketing
19 26 (16.35%) Finance
20 23 (14.47%) Business Intelligence
21 22 (13.84%) Artificial Intelligence
22 21 (13.21%) Software Engineering
22 21 (13.21%) OO
22 21 (13.21%) Scala
23 20 (12.58%) Web Services
24 19 (11.95%) C++
24 19 (11.95%) MongoDB
24 19 (11.95%) MapReduce

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 (28.93%) Apache Spark
2 11 (6.92%) SAS
3 9 (5.66%) Elasticsearch
4 6 (3.77%) Apache Pig
5 1 (0.63%) CMS
5 1 (0.63%) Drupal
5 1 (0.63%) WordPress
Applications
1 5 (3.14%) SPSS
2 2 (1.26%) Gephi
Cloud Services
1 41 (25.79%) Amazon AWS
2 12 (7.55%) Amazon EMR
3 8 (5.03%) Google Cloud Platform
4 7 (4.40%) SaaS
5 5 (3.14%) GitHub
6 3 (1.89%) Amazon S3
6 3 (1.89%) Microsoft Azure
7 1 (0.63%) Amazon CloudWatch
7 1 (0.63%) Amazon EC2
7 1 (0.63%) Amazon Kinesis
7 1 (0.63%) Amazon SQS
7 1 (0.63%) AWS CloudFormation
7 1 (0.63%) Datadog
7 1 (0.63%) IBM Cloud
Communications & Networking
1 1 (0.63%) HTTP
1 1 (0.63%) LAN
1 1 (0.63%) PPP
1 1 (0.63%) WAN
Database & Business Intelligence
1 92 (57.86%) Big Data
2 62 (38.99%) Hadoop
3 46 (28.93%) NoSQL
4 31 (19.50%) Data Mining
5 19 (11.95%) MongoDB
6 18 (11.32%) Apache Hive
7 9 (5.66%) Apache Cassandra
8 8 (5.03%) Relational Database
8 8 (5.03%) SQL Server
9 6 (3.77%) Data Warehouse
9 6 (3.77%) Redis
9 6 (3.77%) SQL Server Reporting Services
9 6 (3.77%) Text Mining
10 5 (3.14%) Aerospike
10 5 (3.14%) PostgreSQL
10 5 (3.14%) Triplestore
11 4 (2.52%) Amazon Redshift
11 4 (2.52%) Neo4j
12 3 (1.89%) GIS
12 3 (1.89%) MySQL
Development Applications
1 10 (6.29%) Git (software)
2 9 (5.66%) Gradle
3 8 (5.03%) Maven
4 6 (3.77%) Ant
5 5 (3.14%) Jenkins
5 5 (3.14%) JIRA
6 4 (2.52%) gulp
7 3 (1.89%) Buildbot
7 3 (1.89%) Grunt
7 3 (1.89%) Hudson
8 2 (1.26%) Vagrant
9 1 (0.63%) Atlassian Bamboo
9 1 (0.63%) Codeship
9 1 (0.63%) JUnit
9 1 (0.63%) Mockito
General
1 28 (17.61%) Marketing
2 26 (16.35%) Finance
3 12 (7.55%) Publishing
4 10 (6.29%) Retail
5 6 (3.77%) Advertising
6 3 (1.89%) Banking
6 3 (1.89%) Brand Awareness
6 3 (1.89%) Financial Institution
6 3 (1.89%) Games
7 1 (0.63%) Front Office
7 1 (0.63%) Investment Banking
7 1 (0.63%) Law
7 1 (0.63%) Music Industry
7 1 (0.63%) Retail Banking
7 1 (0.63%) Telecoms
Job Titles
1 53 (33.33%) Data Scientist
2 46 (28.93%) Developer
3 24 (15.09%) Java Developer
4 17 (10.69%) Architect
5 16 (10.06%) Data Architect
5 16 (10.06%) Senior Data Scientist
6 13 (8.18%) Machine Learning Developer
7 12 (7.55%) AWS Architect
7 12 (7.55%) Big Data Architect
7 12 (7.55%) Hadoop Architect
8 11 (6.92%) Senior Developer
9 10 (6.29%) Machine Learning Scientist
10 8 (5.03%) Analyst
10 8 (5.03%) Data Engineer
10 8 (5.03%) Python Developer
10 8 (5.03%) Senior Java Developer
11 7 (4.40%) Analytics Manager
11 7 (4.40%) C++ Developer
11 7 (4.40%) Data Analytics Manager
12 6 (3.77%) Artificial Intelligence Developer
Libraries, Frameworks & Software Standards
1 20 (12.58%) Web Services
2 15 (9.43%) Natural Language Processing
3 14 (8.81%) RESTful
4 13 (8.18%) NumPy
4 13 (8.18%) Spring
5 10 (6.29%) Pandas
6 9 (5.66%) Node.js
7 8 (5.03%) CSS
7 8 (5.03%) scikit-learn
8 7 (4.40%) SOAP
9 6 (3.77%) HTML
10 5 (3.14%) D3.js
10 5 (3.14%) Django
10 5 (3.14%) Flask
11 4 (2.52%) REST
11 4 (2.52%) SciPy
12 3 (1.89%) AngularJS
12 3 (1.89%) Boost C++ Libraries
12 3 (1.89%) jQuery
12 3 (1.89%) STL
Miscellaneous
1 66 (41.51%) Algorithms
2 56 (35.22%) Computer Science
3 18 (11.32%) Analytical Skills
4 13 (8.18%) Credit Risk
5 8 (5.03%) Fintech
6 7 (4.40%) User Experience
7 6 (3.77%) Semantic Web
8 4 (2.52%) Data Structures
9 3 (1.89%) CUDA
9 3 (1.89%) Hedge funds
9 3 (1.89%) Mobile App
9 3 (1.89%) Robotics
10 2 (1.26%) Clustering
10 2 (1.26%) Management Information System
10 2 (1.26%) PMI
10 2 (1.26%) Social Media
11 1 (0.63%) BBC
11 1 (0.63%) CCTV
11 1 (0.63%) Foreign Exchange (FX)
11 1 (0.63%) Linked Data
Operating Systems
1 5 (3.14%) Unix
2 3 (1.89%) Android
3 2 (1.26%) Apple iOS
4 1 (0.63%) Linux
4 1 (0.63%) Windows
4 1 (0.63%) Windows Server
Processes & Methodologies
1 69 (43.40%) Analytics
2 44 (27.67%) Mathematics
3 42 (26.42%) Statistics
4 38 (23.90%) Agile Software Development
5 30 (18.87%) Visualisation
6 23 (14.47%) Business Intelligence
7 22 (13.84%) Artificial Intelligence
8 21 (13.21%) OO
8 21 (13.21%) Software Engineering
9 19 (11.95%) MapReduce
10 18 (11.32%) Data Analytics
10 18 (11.32%) Microservices
11 15 (9.43%) ETL
11 15 (9.43%) Open Source
11 15 (9.43%) Web Analytics
12 14 (8.81%) Multithreading
13 13 (8.18%) Scrum
14 12 (7.55%) E-Commerce
15 11 (6.92%) Data Analysis
15 11 (6.92%) Data Modelling
Programming Languages
1 87 (54.72%) Python
2 54 (33.96%) Java
3 50 (31.45%) SQL
4 39 (24.53%) R
5 21 (13.21%) Scala
6 19 (11.95%) C++
7 15 (9.43%) JavaScript
8 6 (3.77%) SPARQL
9 5 (3.14%) C#
9 5 (3.14%) MATLAB
9 5 (3.14%) T-SQL
10 3 (1.89%) PHP
10 3 (1.89%) Ruby
11 2 (1.26%) Clojure
11 2 (1.26%) Elixir
11 2 (1.26%) PowerShell
12 1 (0.63%) Bash Shell
12 1 (0.63%) C
12 1 (0.63%) Cypher
12 1 (0.63%) GraphQL
Qualifications
1 42 (26.42%) Degree
2 35 (22.01%) PhD
3 2 (1.26%) PMI Certification
4 1 (0.63%) Postgraduate
Quality Assurance & Compliance
1 1 (0.63%) GCP
System Software
1 7 (4.40%) Docker
2 2 (1.26%) VMware Infrastructure
2 2 (1.26%) Xen
3 1 (0.63%) Virtual Machines
3 1 (0.63%) VirtualBox
Systems Management
1 2 (1.26%) Opscode Chef
1 2 (1.26%) Puppet
1 2 (1.26%) Salt
2 1 (0.63%) Ansible
2 1 (0.63%) Capistrano
2 1 (0.63%) Dokku
2 1 (0.63%) Pingdom
Vendors
1 12 (7.55%) Google
2 6 (3.77%) Microsoft
2 6 (3.77%) Twitter
3 5 (3.14%) MicroStrategy
4 3 (1.89%) Cloudera
4 3 (1.89%) Hortonworks
4 3 (1.89%) Rackspace
4 3 (1.89%) SAP
4 3 (1.89%) Tableau
5 2 (1.26%) Facebook
5 2 (1.26%) IBM
5 2 (1.26%) Splunk
5 2 (1.26%) VMware
6 1 (0.63%) Salesforce.com
City of London
Michael Page Technology
Salary: £95000 - £115000 per annum
Posted: 18 hours ago
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 13 hours ago
City, London
Informatiq Consulting
Salary: £60000 - £70000 per annum + Bens
Posted: 12 hours ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 10 hours ago
City, London
Miller Maxwell Ltd
Salary: bonus and benefits package
Posted: 10 hours ago
City, London
Informatiq Consulting
Posted: 8 hours ago
City, London
Oliver James Associates
Salary: £80000 - £90000 per annum
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: Yesterday
City, London
Pro-Quest Resourcing Ltd
Salary: £35000 - £55000 Per Annum 35-55K + Benefits
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £75000 Per Annum + benfits
Posted: Yesterday
City, London
Durlston Partners
Salary: From £50,000 to £130,000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Limitless Technology
Posted: Yesterday
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: 4 days ago
City, London
TEKsystems
Salary: £60000 - £110000 per annum
Posted: 5 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £65000 - £75000 per annum
Posted: 6 days ago
City, London
Mane Contract Services Limited
Salary: £40000 - £60000 per annum + Benefits
Posted: 5 days ago
City of London
Michael Page Technology
Salary: £40000 - £70000 per annum + benefits
Posted: 4 days ago
City, London
Edison Hill Ltd
Salary: From £50,000 to £80,000 per annum
Posted: 4 days ago
City, London
TEKsystems
Salary: £70000 - £130000 per annum + Unique Benefit Scheme
Posted: 5 days ago
City, London
The Change Partners Recruitment
Salary: From £60,000 to £70,000 per annum
Posted: 6 days ago
City, London
The Change Partners Recruitment
Salary: From £65,000 to £75,000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 6 days ago
City, London
CognitionX
Salary: From £50,000 to £95,000 per annum
Posted: 25 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 13 days ago
City, London
CognitionX
Salary: From £65,000 to £140,000 per annum
Posted: 25 days ago
City, London
Understanding Recruitment
Salary: £70000 - £80000 per annum
Posted: 6 days ago
City, London
CognitionX
Salary: From £45,000 to £95,000 per annum
Posted: 21 days ago