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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 182 272 270
Rank change year-on-year
+90 -2
Permanent jobs citing Machine Learning 84 51 90
As % of all permanent IT jobs located in the City of London 1.32% 0.49% 0.70%
As % of the Processes & Methodologies category 1.48% 0.56% 0.81%
Number of salaries quoted 70 37 80
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 £47,500 £45,500 £62,500
10% offered a salary of more than £90,000 £82,000 £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
5694 9072 11081
As % of all permanent IT jobs located in the City of London 89.67% 87.78% 86.23%
Number of salaries quoted 5189 7751 9245
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £41,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £81,000
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 June 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 June 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.

1 100 (60.98%) Big Data
2 99 (60.37%) Python
3 82 (50.00%) Computer Science
4 73 (44.51%) Java
5 57 (34.76%) Algorithms
6 56 (34.15%) PhD
6 56 (34.15%) Finance
6 56 (34.15%) Degree
7 55 (33.54%) Apache Spark
8 54 (32.93%) Analytics
9 52 (31.71%) Hadoop
9 52 (31.71%) SQL
10 42 (25.61%) R
11 39 (23.78%) Agile Software Development
12 37 (22.56%) Statistics
13 35 (21.34%) Mathematics
13 35 (21.34%) NoSQL
14 34 (20.73%) Visualisation
15 33 (20.12%) Data Mining
16 30 (18.29%) TDD
16 30 (18.29%) JavaScript
17 26 (15.85%) C++
17 26 (15.85%) Business Intelligence
18 25 (15.24%) Data Analysis
19 24 (14.63%) Artificial Intelligence
19 24 (14.63%) MATLAB
19 24 (14.63%) MongoDB
19 24 (14.63%) Apache Cassandra
20 23 (14.02%) Marketing
21 22 (13.41%) Apache Hive

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 55 (33.54%) Apache Spark
2 15 (9.15%) Elasticsearch
3 14 (8.54%) Apache
4 13 (7.93%) Apache Pig
5 11 (6.71%) SAS
6 5 (3.05%) Apache Solr
7 3 (1.83%) IPython
7 3 (1.83%) Jupyter
8 1 (0.61%) IIS
Applications
1 5 (3.05%) MS Excel
2 1 (0.61%) EViews
2 1 (0.61%) GNU Octave
2 1 (0.61%) Mathematica
2 1 (0.61%) SPSS
2 1 (0.61%) Weka
Business Applications
1 2 (1.22%) SAP Oil and Gas
Cloud Services
1 17 (10.37%) Amazon AWS
2 8 (4.88%) Amazon EMR
3 7 (4.27%) 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%) Cloud Computing
7 1 (0.61%) SaaS
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
1 100 (60.98%) Big Data
2 52 (31.71%) Hadoop
3 35 (21.34%) NoSQL
4 33 (20.12%) Data Mining
5 24 (14.63%) Apache Cassandra
5 24 (14.63%) MongoDB
6 22 (13.41%) Apache Hive
7 19 (11.59%) SQL Server
8 16 (9.76%) Data Warehouse
9 15 (9.15%) Relational Database
10 12 (7.32%) QlikView
11 10 (6.10%) HBase
12 8 (4.88%) Amazon Redshift
13 7 (4.27%) MySQL
14 6 (3.66%) Power BI
15 5 (3.05%) SQL Server Integration Services
15 5 (3.05%) Text Mining
16 4 (2.44%) PostgreSQL
16 4 (2.44%) RDBMS
16 4 (2.44%) SQL Server Reporting Services
Development Applications
1 18 (10.98%) Git (software)
2 4 (2.44%) GDB
2 4 (2.44%) Valgrind
3 3 (1.83%) Talend Open Studio
4 2 (1.22%) JIRA
4 2 (1.22%) Mercurial
4 2 (1.22%) Subversion
5 1 (0.61%) Appium
5 1 (0.61%) Gerrit
5 1 (0.61%) Jenkins
5 1 (0.61%) Selenium
5 1 (0.61%) WebDriver
General
1 56 (34.15%) Finance
2 23 (14.02%) Marketing
3 18 (10.98%) Law
4 14 (8.54%) Advertising
4 14 (8.54%) Banking
5 11 (6.71%) Games
6 9 (5.49%) Telecoms
7 8 (4.88%) Publishing
8 5 (3.05%) Retail
9 3 (1.83%) Front Office
10 2 (1.22%) Electronics
10 2 (1.22%) Manufacturing
10 2 (1.22%) Military
11 1 (0.61%) Back Office
Job Titles
1 57 (34.76%) Developer
2 43 (26.22%) Data Scientist
3 32 (19.51%) Java Developer
4 21 (12.80%) Machine Learning Developer
5 10 (6.10%) Senior Data Scientist
6 9 (5.49%) Analyst
6 9 (5.49%) Apache Spark Developer
6 9 (5.49%) Core Java Developer
6 9 (5.49%) NoSQL Developer
7 7 (4.27%) Architect
7 7 (4.27%) Big Data Architect
7 7 (4.27%) Data Analyst
7 7 (4.27%) Data Architect
7 7 (4.27%) Software Engineer
8 6 (3.66%) AWS Architect
8 6 (3.66%) E-Commerce Analyst
8 6 (3.66%) Hadoop Architect
8 6 (3.66%) Machine Learning Engineer
8 6 (3.66%) Machine Learning Scientist
8 6 (3.66%) Python Developer
Libraries, Frameworks & Software Standards
1 20 (12.20%) Natural Language Processing
2 12 (7.32%) scikit-learn
3 11 (6.71%) Spring
4 10 (6.10%) NumPy
4 10 (6.10%) Theano
5 9 (5.49%) D3.js
5 9 (5.49%) Dropwizard
5 9 (5.49%) Lucene
5 9 (5.49%) Matplotlib
6 8 (4.88%) Pandas
6 8 (4.88%) TensorFlow
7 7 (4.27%) SciPy
7 7 (4.27%) Web Services
8 6 (3.66%) .NET
8 6 (3.66%) AngularJS
9 5 (3.05%) HTML
9 5 (3.05%) Kafka
9 5 (3.05%) OpenCL
10 4 (2.44%) Node.js
10 4 (2.44%) REST
Miscellaneous
1 82 (50.00%) Computer Science
2 57 (34.76%) Algorithms
3 37 (22.56%) Statistics
4 35 (21.34%) Mathematics
5 34 (20.73%) Visualisation
6 24 (14.63%) Artificial Intelligence
7 15 (9.15%) Analytical Skills
7 15 (9.15%) Neural Network
8 10 (6.10%) CUDA
8 10 (6.10%) Physics
9 9 (5.49%) Clustering
10 8 (4.88%) Ontologies
11 7 (4.27%) Economics
11 7 (4.27%) Fintech
12 6 (3.66%) Mobile App
13 5 (3.05%) Data Integration
14 4 (2.44%) Applied Mathematics
14 4 (2.44%) Blog
14 4 (2.44%) Hedge funds
15 3 (1.83%) User Experience
Operating Systems
1 15 (9.15%) Linux
2 7 (4.27%) Unix
3 5 (3.05%) Windows
4 4 (2.44%) Windows Server
5 2 (1.22%) Android
5 2 (1.22%) Apple iOS
Processes & Methodologies
1 54 (32.93%) Analytics
2 39 (23.78%) Agile Software Development
3 30 (18.29%) TDD
4 26 (15.85%) Business Intelligence
5 25 (15.24%) Data Analysis
6 22 (13.41%) Deep Learning
7 20 (12.20%) Data Analytics
8 18 (10.98%) MapReduce
9 17 (10.37%) ETL
9 17 (10.37%) Statistical Modelling
10 12 (7.32%) Open Source
11 11 (6.71%) E-Commerce
11 11 (6.71%) Multithreading
12 10 (6.10%) Data Visualisation
12 10 (6.10%) OO
12 10 (6.10%) Predictive Modelling
12 10 (6.10%) Software Engineering
13 9 (5.49%) Prototyping
13 9 (5.49%) Scrum
13 9 (5.49%) Statistical Analysis
Programming Languages
1 99 (60.37%) Python
2 73 (44.51%) Java
3 52 (31.71%) SQL
4 42 (25.61%) R
5 30 (18.29%) JavaScript
6 26 (15.85%) C++
7 24 (14.63%) MATLAB
8 20 (12.20%) Scala
9 11 (6.71%) C#
10 8 (4.88%) C
11 5 (3.05%) Ruby
11 5 (3.05%) Shell Script
11 5 (3.05%) T-SQL
12 4 (2.44%) PHP
13 3 (1.83%) Erlang
13 3 (1.83%) Perl
14 2 (1.22%) VBA
15 1 (0.61%) Apple Swift
15 1 (0.61%) CoffeeScript
15 1 (0.61%) Julia
Qualifications
1 56 (34.15%) Degree
1 56 (34.15%) PhD
2 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 11 (6.71%) Oracle
3 9 (5.49%) Teradata
4 6 (3.66%) Cloudera
4 6 (3.66%) IBM
5 5 (3.05%) Hortonworks
6 4 (2.44%) Bloomberg
6 4 (2.44%) Google
7 3 (1.83%) Facebook
7 3 (1.83%) Greenplum
7 3 (1.83%) Informatica
7 3 (1.83%) SAP
7 3 (1.83%) Talend
8 2 (1.22%) Endeca
8 2 (1.22%) Microsoft
8 2 (1.22%) MicroStrategy
8 2 (1.22%) Netezza
9 1 (0.61%) RapidMiner
9 1 (0.61%) Reuters
9 1 (0.61%) Vertica
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 16 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 17 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Third Republic Ltd
Salary: Up to £85,000 per annum dependant on experience
Posted: 2 days ago
City of London
Energon Global
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £80000 - £110000 per annum + bonus, benefits, negotiable
Posted: 4 days ago
City, London
Energon People
Salary: £40000 - £55000 per annum + share options
Posted: 5 days ago
City, London
IPsoft
Salary: Excellent salary plus strong benefits and bonus package
Posted: 13 days ago