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 average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 191 278 289
Rank change year-on-year
+87 +11
Permanent jobs citing Machine Learning 74 40 32
As % of all permanent IT jobs located in the City of London 1.11% 0.39% 0.30%
As % of the Processes & Methodologies category 1.26% 0.45% 0.35%
Number of salaries quoted 64 34 28
Average salary £72,500 £65,000 £57,500
Average salary % change year-on-year
+11.53% +13.04%
90% offered a salary of more than £45,000 £45,500 £30,500
10% offered a salary of more than £107,000 £105,000 £95,000
UK excluding London average salary £55,000 £42,500 £40,000
% change year-on-year
+29.41% +6.25%
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
5881 8832 9057
As % of all permanent IT jobs located in the City of London 88.10% 85.04% 85.84%
Number of salaries quoted 5254 7581 7664
Average salary £60,000 £57,500 £57,500
Average salary % change year-on-year
+4.34% -
90% offered a salary of more than £42,500 £40,000 £39,000
10% offered a salary of more than £85,000 £82,500 £82,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Machine Learning
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the City of London region as a proportion of the total demand within 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 11 February 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 11 February 2016, IT jobs across the City of London region citing Machine Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning.

1 90 (76.92%) Python
2 67 (57.26%) Java
3 66 (56.41%) Computer Science
4 61 (52.14%) Big Data
5 53 (45.30%) Mathematics
6 51 (43.59%) PhD
6 51 (43.59%) Degree
7 45 (38.46%) C++
8 40 (34.19%) SQL
9 37 (31.62%) Analytics
10 35 (29.91%) Hadoop
10 35 (29.91%) Statistics
11 34 (29.06%) R
12 32 (27.35%) Linux
13 31 (26.50%) Finance
14 29 (24.79%) JavaScript
14 29 (24.79%) Algorithms
15 28 (23.93%) NoSQL
16 27 (23.08%) Analytical Skills
17 23 (19.66%) C#
18 21 (17.95%) Google
18 21 (17.95%) Visualisation
19 20 (17.09%) Low Latency
19 20 (17.09%) Bloomberg
20 19 (16.24%) Apache Spark
20 19 (16.24%) Proprietary Trading
21 18 (15.38%) Agile Software Development
21 18 (15.38%) Facebook
21 18 (15.38%) Erlang
22 17 (14.53%) Scala

Machine Learning
Top Related IT Skills in the City of London by Category

For the 6 months to 11 February 2016, IT jobs across the City of London region citing Machine Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 19 (16.24%) Apache Spark
2 11 (9.40%) Apache
2 11 (9.40%) Apache Pig
3 7 (5.98%) SAS
4 3 (2.56%) Apache Solr
4 3 (2.56%) Elasticsearch
5 2 (1.71%) IPython
6 1 (0.85%) IIS
6 1 (0.85%) Node.js
Applications
1 7 (5.98%) GNU Octave
2 2 (1.71%) Gephi
2 2 (1.71%) Mathematica
3 1 (0.85%) SPSS
Business Applications
1 3 (2.56%) SAP Oil and Gas
Cloud Services
1 2 (1.71%) Amazon AWS
1 2 (1.71%) Cloud Computing
2 1 (0.85%) Google Analytics
2 1 (0.85%) Microsoft Azure
2 1 (0.85%) SaaS
Communications & Networking
1 7 (5.98%) HTTP
2 6 (5.13%) Network Security
3 1 (0.85%) Firewall
3 1 (0.85%) Internet
Database & Business Intelligence
1 61 (52.14%) Big Data
2 35 (29.91%) Hadoop
3 28 (23.93%) NoSQL
4 16 (13.68%) Data Mining
5 14 (11.97%) Apache Hive
6 13 (11.11%) Apache Cassandra
7 10 (8.55%) MongoDB
7 10 (8.55%) SQL Server
8 9 (7.69%) HBase
9 7 (5.98%) Data Warehouse
10 6 (5.13%) Power BI
10 6 (5.13%) QlikView
11 5 (4.27%) MySQL
11 5 (4.27%) PostgreSQL
11 5 (4.27%) SQL Server Reporting Services
12 4 (3.42%) KDB
12 4 (3.42%) Relational Database
12 4 (3.42%) SQL Server Integration Services
13 3 (2.56%) SQL Server Analysis Services
14 2 (1.71%) Mahout
Development Applications
1 16 (13.68%) Git (software)
2 3 (2.56%) Mercurial
2 3 (2.56%) Subversion
3 2 (1.71%) JIRA
4 1 (0.85%) Jenkins
General
1 31 (26.50%) Finance
2 12 (10.26%) Games
3 11 (9.40%) Marketing
4 8 (6.84%) Law
5 6 (5.13%) Front Office
6 5 (4.27%) Banking
7 4 (3.42%) Telecoms
8 3 (2.56%) Electronics
8 3 (2.56%) Manufacturing
8 3 (2.56%) Publishing
9 2 (1.71%) Advertising
10 1 (0.85%) Investment Banking
10 1 (0.85%) Military
10 1 (0.85%) Pharmaceutical
10 1 (0.85%) Retail
Job Titles
1 45 (38.46%) Developer
2 41 (35.04%) Data Scientist
3 21 (17.95%) Python Developer
4 9 (7.69%) Machine Learning Developer
5 7 (5.98%) Java Developer
5 7 (5.98%) Machine Learning Scientist
5 7 (5.98%) Senior Data Scientist
6 6 (5.13%) Big Data Developer
6 6 (5.13%) Senior Developer
7 5 (4.27%) C++ Developer
7 5 (4.27%) Full Stack Developer
7 5 (4.27%) Software Engineer
8 4 (3.42%) Business Intelligence Developer
8 4 (3.42%) Machine Learning Engineer
8 4 (3.42%) Quantitative Developer
9 3 (2.56%) Electronic Trading Developer
9 3 (2.56%) Head of Business Intelligence
9 3 (2.56%) Senior Business Intelligence Developer
9 3 (2.56%) Senior Full Stack Developer
9 3 (2.56%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 11 (9.40%) AngularJS
1 11 (9.40%) scikit-learn
2 9 (7.69%) D3.js
2 9 (7.69%) Natural Language Processing
3 8 (6.84%) HTML
3 8 (6.84%) XML
4 7 (5.98%) Ajax
4 7 (5.98%) CSS
4 7 (5.98%) REST
5 6 (5.13%) jQuery
6 5 (4.27%) Flask
7 4 (3.42%) Django
7 4 (3.42%) Spring
8 3 (2.56%) .NET
8 3 (2.56%) Kafka
8 3 (2.56%) Pandas
8 3 (2.56%) Theano
9 2 (1.71%) HTML5
9 2 (1.71%) VTK
10 1 (0.85%) NumPy
Miscellaneous
1 66 (56.41%) Computer Science
2 53 (45.30%) Mathematics
3 35 (29.91%) Statistics
4 29 (24.79%) Algorithms
5 27 (23.08%) Analytical Skills
6 21 (17.95%) Visualisation
7 15 (12.82%) Physics
8 7 (5.98%) Applied Mathematics
9 6 (5.13%) Artificial Intelligence
9 6 (5.13%) Foreign Exchange (FX)
10 5 (4.27%) Hedge funds
11 4 (3.42%) Equities
11 4 (3.42%) Life Science
11 4 (3.42%) Mobile App
12 3 (2.56%) Blog
12 3 (2.56%) Data Extraction
12 3 (2.56%) Data Integration
12 3 (2.56%) Derivative
12 3 (2.56%) Fixed Income
13 2 (1.71%) CUDA
Operating Systems
1 32 (27.35%) Linux
2 8 (6.84%) Windows
3 7 (5.98%) Windows Server
4 5 (4.27%) Unix
5 1 (0.85%) Android
5 1 (0.85%) Apple iOS
Processes & Methodologies
1 37 (31.62%) Analytics
2 20 (17.09%) Low Latency
3 19 (16.24%) Proprietary Trading
4 18 (15.38%) Agile Software Development
5 17 (14.53%) OO
6 13 (11.11%) Business Intelligence
6 13 (11.11%) Data Analysis
7 11 (9.40%) Data Analytics
8 9 (7.69%) MapReduce
8 9 (7.69%) Open Source
8 9 (7.69%) TDD
9 8 (6.84%) Statistical Modelling
9 8 (6.84%) Web Development
10 7 (5.98%) Deep Learning
10 7 (5.98%) Information Security
10 7 (5.98%) Statistical Analysis
11 6 (5.13%) Data Visualisation
11 6 (5.13%) Multithreading
11 6 (5.13%) Predictive Modelling
11 6 (5.13%) Software Engineering
Programming Languages
1 90 (76.92%) Python
2 67 (57.26%) Java
3 45 (38.46%) C++
4 40 (34.19%) SQL
5 34 (29.06%) R
6 29 (24.79%) JavaScript
7 23 (19.66%) C#
8 18 (15.38%) Erlang
9 17 (14.53%) Scala
10 16 (13.68%) MATLAB
11 10 (8.55%) C
12 9 (7.69%) Shell Script
13 6 (5.13%) Ruby
14 4 (3.42%) PHP
14 4 (3.42%) T-SQL
15 3 (2.56%) Perl
16 1 (0.85%) AWK
16 1 (0.85%) Bash Shell
16 1 (0.85%) CoffeeScript
16 1 (0.85%) sed
Qualifications
1 51 (43.59%) Degree
1 51 (43.59%) PhD
2 3 (2.56%) Security Cleared
Quality Assurance & Compliance
1 4 (3.42%) Data Quality
Systems Management
1 1 (0.85%) EMC NetWorker
Vendors
1 21 (17.95%) Google
2 20 (17.09%) Bloomberg
3 18 (15.38%) Facebook
4 7 (5.98%) Oracle
4 7 (5.98%) Splunk
5 4 (3.42%) Tableau
6 3 (2.56%) Microsoft
6 3 (2.56%) SAP
7 2 (1.71%) Greenplum
7 2 (1.71%) Hortonworks
8 1 (0.85%) ArcSight
8 1 (0.85%) Cloudera
8 1 (0.85%) Cognos
8 1 (0.85%) IBM
8 1 (0.85%) Teradata
City, London
Hays Finance Technology
Salary: £20000.00 - £50000.00 per annum
Posted: 7 hours ago
City, London
Digital Gurus
Salary: £50000 - £80000 Per Annum + benefits
Posted: 8 hours ago
City, London
Oxbridge Answers
Salary: 55000 - 65000
Posted: 11 hours ago
City, London
Client Server
Salary: £65k to £75k + benefits
Posted: Yesterday
City, London
Client Server
Salary: £55k to £60k + benefits
Posted: Yesterday
City, London
E-synergy Solutions
Salary: £60000 - £70000 per annum + bonuses and benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £85000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £70000 per annum
Posted: 2 days ago
City, London
E-synergy Solutions
Salary: £30000 - £60000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £55k to £80k + equity
Posted: 3 days ago
City, London
ConSol Partners
Salary: From £80,000 to £120,000 per annum
Posted: 6 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £50000 - £58000 per annum + exceptional benefits package!!!
Posted: 6 days ago
City, London
Oscar
Salary: £50000 - £90000 per annum + benefits
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 13 days ago
City of London
Talent Point
Salary: £45000.00 - £55000.00 per annum + benefits
Posted: 13 days ago
City of London
Talent Point
Salary: £45000.00 - £55000.00 per annum + benefits!
Posted: 17 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 20 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 20 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 20 days ago
City of London
iKas International
Salary: £70000 per annum + Benefits
Posted: 21 days ago
City of London
Talent Point
Salary: £45000.00 - £55000.00 per annum + Benefits
Posted: 21 days ago
City of London
Churchill Frank International
Salary: £50000 - £60000 per annum + Benefits
Posted: 23 days ago
City of London
Computer Futures
Salary: competitive
Posted: 23 days ago
City of London
Talent Point
Salary: £40000.00 - £50000.00 per annum
Posted: 27 days ago