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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 146 253 253
Rank change year-on-year
+107 0
Permanent jobs citing Machine Learning 96 39 73
As % of all permanent IT jobs located in the City of London 1.60% 0.45% 0.64%
As % of the Processes & Methodologies category 1.79% 0.52% 0.75%
Number of salaries quoted 88 37 69
Median salary £70,000 £62,500 £62,500
Median salary % change year-on-year
+12.00% -
90% offered a salary of more than £32,500 £45,500 £40,000
10% offered a salary of more than £110,000 £82,000 £80,000
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
5365 7532 9680
As % of all permanent IT jobs located in the City of London 89.15% 87.33% 84.96%
Number of salaries quoted 4899 6484 8073
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £42,500 £37,500 £37,500
10% offered a salary of more than £85,000 £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 26 September 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 26 September 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.

1 115 (64.25%) Big Data
2 93 (51.96%) Computer Science
3 84 (46.93%) Java
3 84 (46.93%) Python
4 79 (44.13%) Algorithms
5 65 (36.31%) Degree
6 62 (34.64%) Hadoop
7 59 (32.96%) Apache Spark
8 57 (31.84%) PhD
9 54 (30.17%) Analytics
10 52 (29.05%) Agile Software Development
11 51 (28.49%) NoSQL
12 49 (27.37%) Finance
13 45 (25.14%) Statistics
13 45 (25.14%) Data Mining
14 44 (24.58%) Visualisation
15 42 (23.46%) R
16 40 (22.35%) Amazon AWS
16 40 (22.35%) SQL
16 40 (22.35%) Artificial Intelligence
17 37 (20.67%) Marketing
18 36 (20.11%) Mathematics
19 32 (17.88%) MapReduce
20 29 (16.20%) Natural Language Processing
21 28 (15.64%) TDD
22 26 (14.53%) Spring
22 26 (14.53%) Business Intelligence
23 24 (13.41%) Multithreading
24 23 (12.85%) Ontologies
24 23 (12.85%) Data Analytics

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 59 (32.96%) Apache Spark
2 14 (7.82%) Elasticsearch
3 10 (5.59%) SAS
4 7 (3.91%) Apache Pig
5 4 (2.23%) Apache
6 3 (1.68%) Apache Solr
7 1 (0.56%) IPython
7 1 (0.56%) Jetty
7 1 (0.56%) Jupyter
Applications
1 2 (1.12%) Gephi
2 1 (0.56%) MS Excel
2 1 (0.56%) MS Office
2 1 (0.56%) MS PowerPoint
Business Applications
1 2 (1.12%) Oracle AML
Cloud Services
1 40 (22.35%) Amazon AWS
2 19 (10.61%) Amazon EMR
3 10 (5.59%) GitHub
4 7 (3.91%) Amazon EC2
5 4 (2.23%) Google Cloud Platform
6 3 (1.68%) SaaS
7 1 (0.56%) Amazon Kinesis
7 1 (0.56%) AWS Elastic Beanstalk
7 1 (0.56%) Microsoft Azure
Communications & Networking
1 6 (3.35%) Internet
2 1 (0.56%) HTTP
2 1 (0.56%) LAN
2 1 (0.56%) WAN
Database & Business Intelligence
1 115 (64.25%) Big Data
2 62 (34.64%) Hadoop
3 51 (28.49%) NoSQL
4 45 (25.14%) Data Mining
5 21 (11.73%) MongoDB
6 16 (8.94%) Apache Hive
7 14 (7.82%) Data Warehouse
8 13 (7.26%) Apache Cassandra
8 13 (7.26%) Relational Database
9 11 (6.15%) Amazon Redshift
10 9 (5.03%) MySQL
10 9 (5.03%) SQL Server
11 6 (3.35%) PostgreSQL
12 5 (2.79%) HBase
12 5 (2.79%) Text Mining
13 3 (1.68%) KDB
13 3 (1.68%) Pentaho
13 3 (1.68%) SAP HANA
14 2 (1.12%) Oracle OLAP
14 2 (1.12%) QlikView
Development Applications
1 11 (6.15%) Git (software)
2 3 (1.68%) Gradle
2 3 (1.68%) Maven
3 2 (1.12%) Ant
4 1 (0.56%) Appium
4 1 (0.56%) Gerrit
4 1 (0.56%) JIRA
4 1 (0.56%) Selenium
4 1 (0.56%) Subversion
4 1 (0.56%) WebDriver
General
1 49 (27.37%) Finance
2 37 (20.67%) Marketing
3 19 (10.61%) Publishing
4 17 (9.50%) Advertising
5 14 (7.82%) Banking
6 13 (7.26%) Law
7 6 (3.35%) Telecoms
8 5 (2.79%) Retail
9 3 (1.68%) Games
9 3 (1.68%) Legal
10 1 (0.56%) Back Office
10 1 (0.56%) Financial Institution
10 1 (0.56%) Investment Banking
10 1 (0.56%) Military
10 1 (0.56%) Retail Banking
Job Titles
1 62 (34.64%) Developer
2 50 (27.93%) Java Developer
3 46 (25.70%) Data Scientist
4 24 (13.41%) Machine Learning Developer
5 23 (12.85%) Architect
6 22 (12.29%) Data Architect
7 18 (10.06%) AWS Architect
7 18 (10.06%) Big Data Architect
7 18 (10.06%) Hadoop Architect
7 18 (10.06%) Machine Learning Scientist
8 14 (7.82%) Analyst
9 12 (6.70%) Senior Data Scientist
10 11 (6.15%) Apache Spark Developer
10 11 (6.15%) Core Java Developer
10 11 (6.15%) NoSQL Developer
11 10 (5.59%) Data Analyst
12 7 (3.91%) Analytics Manager
12 7 (3.91%) Artificial Intelligence Developer
12 7 (3.91%) Data Analytics Manager
13 6 (3.35%) E-Commerce Analyst
Libraries, Frameworks & Software Standards
1 29 (16.20%) Natural Language Processing
2 26 (14.53%) Spring
3 20 (11.17%) Web Services
4 16 (8.94%) NumPy
5 13 (7.26%) Lucene
6 11 (6.15%) Dropwizard
6 11 (6.15%) scikit-learn
7 10 (5.59%) Matplotlib
8 9 (5.03%) OpenCL
8 9 (5.03%) TensorFlow
8 9 (5.03%) Theano
9 6 (3.35%) D3.js
9 6 (3.35%) Node.js
9 6 (3.35%) Pandas
10 4 (2.23%) Kafka
10 4 (2.23%) RESTful
11 2 (1.12%) Django
11 2 (1.12%) Hibernate
11 2 (1.12%) WCF
11 2 (1.12%) WPF
Miscellaneous
1 93 (51.96%) Computer Science
2 79 (44.13%) Algorithms
3 45 (25.14%) Statistics
4 44 (24.58%) Visualisation
5 40 (22.35%) Artificial Intelligence
6 36 (20.11%) Mathematics
7 23 (12.85%) Ontologies
8 20 (11.17%) Neural Network
9 11 (6.15%) Analytical Skills
9 11 (6.15%) Clustering
10 10 (5.59%) CUDA
11 9 (5.03%) Fintech
12 8 (4.47%) Economics
13 6 (3.35%) Semantic Web
14 4 (2.23%) Physics
15 3 (1.68%) Credit Risk
15 3 (1.68%) Data Integration
15 3 (1.68%) Hedge funds
16 2 (1.12%) Social Media
16 2 (1.12%) Social Network
Operating Systems
1 3 (1.68%) Unix
2 2 (1.12%) Android
3 1 (0.56%) Apple iOS
3 1 (0.56%) Linux
Processes & Methodologies
1 54 (30.17%) Analytics
2 52 (29.05%) Agile Software Development
3 32 (17.88%) MapReduce
4 28 (15.64%) TDD
5 26 (14.53%) Business Intelligence
6 24 (13.41%) Multithreading
7 23 (12.85%) Data Analysis
7 23 (12.85%) Data Analytics
8 18 (10.06%) ETL
9 17 (9.50%) Software Engineering
10 14 (7.82%) OO
10 14 (7.82%) Statistical Modelling
11 12 (6.70%) Deep Learning
12 10 (5.59%) Data Visualisation
12 10 (5.59%) Scrum
13 8 (4.47%) E-Commerce
13 8 (4.47%) Information Retrieval
13 8 (4.47%) Predictive Modelling
13 8 (4.47%) Statistical Analysis
14 7 (3.91%) Knowledge Discovery
Programming Languages
1 84 (46.93%) Java
1 84 (46.93%) Python
2 42 (23.46%) R
3 40 (22.35%) SQL
4 21 (11.73%) MATLAB
5 19 (10.61%) C++
6 17 (9.50%) JavaScript
7 14 (7.82%) Scala
8 4 (2.23%) C#
9 3 (1.68%) C
10 2 (1.12%) Ruby
10 2 (1.12%) SPARQL
11 1 (0.56%) Apple Swift
11 1 (0.56%) Julia
Qualifications
1 65 (36.31%) Degree
2 57 (31.84%) PhD
3 1 (0.56%) PMI Certification
Quality Assurance & Compliance
1 4 (2.23%) QA
System Software
1 2 (1.12%) Docker
2 1 (0.56%) Apache Flume
Systems Management
1 1 (0.56%) Ansible
Vendors
1 10 (5.59%) Oracle
2 9 (5.03%) Tableau
3 8 (4.47%) Cloudera
4 7 (3.91%) Google
5 6 (3.35%) Teradata
6 5 (2.79%) Hortonworks
6 5 (2.79%) IBM
7 3 (1.68%) MapR
7 3 (1.68%) SAP
7 3 (1.68%) Vertica
8 2 (1.12%) Cognos
8 2 (1.12%) Endeca
8 2 (1.12%) Microsoft
8 2 (1.12%) Netezza
9 1 (0.56%) Bloomberg
9 1 (0.56%) EXASOL
9 1 (0.56%) MicroStrategy
9 1 (0.56%) Reuters
9 1 (0.56%) Splunk
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: 4 hours ago
City, London
ANSON MCCADE
Salary: DOE (Up to £1000 p/d)
Posted: 2 hours ago
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 4 days ago
City, London
Networking People
Salary: £85000 - £95000 per annum + Share Options + Benefits
Posted: 2 days ago
City, London
AdRoc Group
Posted: 6 days ago
City, London
Client Server
Salary: £50k to £60k + benefits
Posted: 4 days ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 6 days ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 6 days ago
City, London
Networking People
Salary: £500 - £550 per day
Posted: 5 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum
Posted: 11 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 day
Posted: 6 days ago
City of London
Talent Point
Salary: £50000.00 - £55000.00 per annum + Unlimited holidays
Posted: 10 days ago
City, London
The Collinson Group
Salary: Competitive
Posted: 23 days ago
City, London
Busuu
Salary: From £45,000 to £65,000 per annum 20% bonus, share options
Posted: 6 days ago
City, London
Bloomberg
Posted: 18 days ago
City, London
Moogsoft
Salary: Competitive
Posted: 17 days ago
City of London
Client Server
Salary: £45000 - £60000 per annum
Posted: 17 days ago
City, London
IPsoft
Salary: Excellent salary plus strong benefits package
Posted: 24 days ago
City, London
Lloyds Banking Group
Salary: £57300 - £76400 per annum
Posted: 10 days ago