The table below looks at the statistics for Natural Language Processing skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Natural Language Processing
England / London
Rank 487 600 567
Rank change year-on-year
+113 -33
Permanent jobs citing Natural Language Processing 87 53 78
As % of all permanent IT jobs located in London 0.26% 0.13% 0.19%
As % of the Libraries, Frameworks & Software Standards category 0.65% 0.33% 0.52%
Number of salaries quoted 76 46 70
Median salary £62,500 £63,750 £60,000
Median salary % change year-on-year
-1.96% +6.25%
90% offered a salary of more than £47,500 £51,250 £45,000
10% offered a salary of more than £91,250 £85,000 £73,250
UK excluding London median salary £47,500 £42,500 £52,500
% change year-on-year
+11.76% -19.04%

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
13292 16209 15102
As % of all permanent IT jobs located in London 39.77% 39.40% 36.08%
Number of salaries quoted 11548 14133 12889
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Natural Language Processing
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Natural Language Processing as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Natural Language Processing Jobs Demand Trend in London

Natural Language Processing
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Natural Language Processing across the London region.

Natural Language Processing Salary Trend in London

Natural Language Processing
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Natural Language Processing across the London region over the 3 months to 24 February 2017.

Natural Language Processing Salary Histogram in London

Natural Language Processing
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Natural Language Processing within the London region over the 3 months to 24 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +43 17 £65,000 +4.00% 6
Hackney - 3 - - 1
Hammersmith -12 1 £60,000 +4.34%
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 24 February 2017, IT jobs citing Natural Language Processing 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 London region with a requirement for Natural Language Processing.

1 100 (61.73%) Machine Learning
2 76 (46.91%) Java
3 72 (44.44%) Agile Software Development
3 72 (44.44%) Artificial Intelligence
4 67 (41.36%) Python
5 65 (40.12%) Software Engineering
6 55 (33.95%) Computer Science
7 48 (29.63%) Analytics
8 47 (29.01%) Algorithms
9 46 (28.40%) Degree
10 44 (27.16%) Big Data
11 41 (25.31%) Finance
12 40 (24.69%) PhD
13 34 (20.99%) NoSQL
14 33 (20.37%) SQL
15 32 (19.75%) TDD
15 32 (19.75%) Analytical Skills
16 31 (19.14%) Visualisation
17 30 (18.52%) JavaScript
18 28 (17.28%) Spring
18 28 (17.28%) Continuous Integration
19 27 (16.67%) Mathematics
19 27 (16.67%) Scala
19 27 (16.67%) R
20 26 (16.05%) RESTful
20 26 (16.05%) Git (software)
21 25 (15.43%) MongoDB
22 23 (14.20%) Ontologies
23 22 (13.58%) Data Mining
23 22 (13.58%) React

Natural Language Processing
Top Related IT Skills in 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 19 (11.73%) Apache Spark
2 14 (8.64%) Apache Solr
2 14 (8.64%) Elasticsearch
3 11 (6.79%) Apache
4 8 (4.94%) Apache Pig
5 7 (4.32%) Tornado
6 4 (2.47%) SAS
7 3 (1.85%) Drupal
7 3 (1.85%) Tomcat
8 1 (0.62%) CMS
8 1 (0.62%) WordPress
Applications
1 4 (2.47%) MS Excel
2 3 (1.85%) SPSS
3 2 (1.23%) Chatbot
4 1 (0.62%) Gephi
4 1 (0.62%) SPSS Modeler
Cloud Services
1 12 (7.41%) Amazon AWS
2 6 (3.70%) Amazon EC2
3 5 (3.09%) Amazon EMR
3 5 (3.09%) Amazon S3
3 5 (3.09%) GitHub
Communications & Networking
1 4 (2.47%) HTTP
2 1 (0.62%) HTTPS
2 1 (0.62%) LAN
2 1 (0.62%) WAN
Database & Business Intelligence
1 44 (27.16%) Big Data
2 34 (20.99%) NoSQL
3 25 (15.43%) MongoDB
4 22 (13.58%) Data Mining
5 17 (10.49%) Hadoop
6 13 (8.02%) Neo4j
7 12 (7.41%) Apache Hive
8 11 (6.79%) PostgreSQL
9 7 (4.32%) Impala
9 7 (4.32%) Mahout
9 7 (4.32%) Text Mining
10 5 (3.09%) Apache Cassandra
10 5 (3.09%) SQL Server
10 5 (3.09%) SQL Server 2012
11 4 (2.47%) Triplestore
12 3 (1.85%) MySQL
13 2 (1.23%) CouchDB
13 2 (1.23%) Data Warehouse
13 2 (1.23%) HBase
13 2 (1.23%) KDB
Development Applications
1 26 (16.05%) Git (software)
2 18 (11.11%) Jenkins
3 11 (6.79%) Subversion
4 8 (4.94%) Vagrant
5 5 (3.09%) Bitbucket
5 5 (3.09%) JIRA
5 5 (3.09%) NUnit
5 5 (3.09%) Yeoman
6 4 (2.47%) Grunt
6 4 (2.47%) gulp
6 4 (2.47%) Jasmine
6 4 (2.47%) Karma Test Runner
6 4 (2.47%) Protractor
7 3 (1.85%) Team Foundation Server
8 2 (1.23%) LabVIEW
8 2 (1.23%) Maven
9 1 (0.62%) Atlassian Bamboo
9 1 (0.62%) Hudson
9 1 (0.62%) Mockito
9 1 (0.62%) Visual Studio
General
1 41 (25.31%) Finance
2 17 (10.49%) Games
3 15 (9.26%) Publishing
4 14 (8.64%) Retail
5 13 (8.02%) Marketing
6 12 (7.41%) Telecoms
7 11 (6.79%) Banking
8 8 (4.94%) Manufacturing
9 7 (4.32%) Legal
10 5 (3.09%) Law
11 2 (1.23%) Back Office
11 2 (1.23%) Financial Institution
11 2 (1.23%) Front Office
12 1 (0.62%) Advertising
12 1 (0.62%) Investment Banking
Job Titles
1 69 (42.59%) Developer
2 50 (30.86%) Data Scientist
3 34 (20.99%) Java Developer
4 28 (17.28%) Java Engineer
5 21 (12.96%) Senior Data Scientist
6 19 (11.73%) Software Engineer
7 12 (7.41%) Senior Developer
8 10 (6.17%) Artificial Intelligence Developer
8 10 (6.17%) Machine Learning Engineer
8 10 (6.17%) PHP Developer
9 9 (5.56%) Full Stack Developer
9 9 (5.56%) Senior Manager
10 8 (4.94%) Data Manager
10 8 (4.94%) Machine Learning Developer
10 8 (4.94%) Python Developer
11 7 (4.32%) Analytics Manager
11 7 (4.32%) AWS Developer
11 7 (4.32%) Machine Learning Scientist
11 7 (4.32%) Scala Software Engineer
11 7 (4.32%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 28 (17.28%) Spring
2 26 (16.05%) RESTful
3 22 (13.58%) React
4 20 (12.35%) Web Services
5 18 (11.11%) CSS
5 18 (11.11%) HTML
6 16 (9.88%) Apache CXF
7 13 (8.02%) Symfony
8 12 (7.41%) AngularJS
8 12 (7.41%) HTML5
9 11 (6.79%) jQuery
10 10 (6.17%) D3.js
10 10 (6.17%) Django
11 9 (5.56%) ActiveMQ
11 9 (5.56%) Flask
11 9 (5.56%) Node.js
11 9 (5.56%) RabbitMQ
11 9 (5.56%) scikit-learn
12 7 (4.32%) .NET
12 7 (4.32%) Pandas
Miscellaneous
1 55 (33.95%) Computer Science
2 47 (29.01%) Algorithms
3 32 (19.75%) Analytical Skills
4 14 (8.64%) BBC
5 9 (5.56%) Fintech
6 7 (4.32%) User Experience
7 5 (3.09%) Semantic Web
7 5 (3.09%) Social Network
8 4 (2.47%) Hedge funds
8 4 (2.47%) Linked Data
8 4 (2.47%) Linux Command Line
8 4 (2.47%) Management Information System
8 4 (2.47%) Social Media
9 2 (1.23%) Clustering
10 1 (0.62%) Tandem
10 1 (0.62%) Virtual Team
Operating Systems
1 11 (6.79%) Linux
2 6 (3.70%) Android
2 6 (3.70%) Apple iOS
3 4 (2.47%) Unix
4 1 (0.62%) CoreOS
Processes & Methodologies
1 100 (61.73%) Machine Learning
2 72 (44.44%) Agile Software Development
2 72 (44.44%) Artificial Intelligence
3 65 (40.12%) Software Engineering
4 48 (29.63%) Analytics
5 32 (19.75%) TDD
6 31 (19.14%) Visualisation
7 28 (17.28%) Continuous Integration
8 27 (16.67%) Mathematics
9 23 (14.20%) Ontologies
10 20 (12.35%) DevOps
10 20 (12.35%) Statistics
11 16 (9.88%) BDD
11 16 (9.88%) CRM
11 16 (9.88%) Data Analysis
11 16 (9.88%) Front End Development
12 15 (9.26%) Multithreading
13 14 (8.64%) Data Analytics
14 13 (8.02%) Data Visualisation
14 13 (8.02%) Open Source
Programming Languages
1 76 (46.91%) Java
2 67 (41.36%) Python
3 33 (20.37%) SQL
4 30 (18.52%) JavaScript
5 27 (16.67%) R
5 27 (16.67%) Scala
6 17 (10.49%) PHP
7 11 (6.79%) Bash Shell
8 10 (6.17%) C#
8 10 (6.17%) Clojure
9 9 (5.56%) C++
10 6 (3.70%) SPARQL
11 5 (3.09%) Cypher
11 5 (3.09%) MATLAB
11 5 (3.09%) VBA
12 4 (2.47%) Ruby
12 4 (2.47%) XPath
13 3 (1.85%) Elixir
13 3 (1.85%) PHP 5
13 3 (1.85%) XQuery
Qualifications
1 46 (28.40%) Degree
2 40 (24.69%) PhD
Quality Assurance & Compliance
1 1 (0.62%) QA
System Software
1 9 (5.56%) Docker
2 5 (3.09%) Virtual Machines
2 5 (3.09%) VirtualBox
3 3 (1.85%) HDFS
Systems Management
1 3 (1.85%) Kubernetes
2 1 (0.62%) Ansible
2 1 (0.62%) Opscode Chef
2 1 (0.62%) Puppet
2 1 (0.62%) Salt
Vendors
1 8 (4.94%) IBM
2 5 (3.09%) Google
2 5 (3.09%) Microsoft
3 4 (2.47%) MapR
3 4 (2.47%) MEDITECH
3 4 (2.47%) Salesforce.com
4 3 (1.85%) Cloudera
4 3 (1.85%) Hortonworks
4 3 (1.85%) Zend
5 2 (1.23%) Alteryx
5 2 (1.23%) Oracle
5 2 (1.23%) Sun
6 1 (0.62%) Apple
6 1 (0.62%) Greenplum
6 1 (0.62%) SaltStack
6 1 (0.62%) Tableau
Central London / West End
ClearCube Consulting
Salary: From £60,000 to £80,000 per annum + Stock Options
Posted: 3 hours ago
City, London
Hays Finance Technology
Posted: 3 hours ago
London
Churchill Frank
Salary: £60000 - £100000 per annum
Posted: Yesterday
North London
Intelletec
Salary: From £100,000 to £130,000 per annum
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £60000 - £70000 per annum + Bens
Posted: 3 days ago
City, London
Big Wednesday Digital Ltd
Salary: £65000 - £95000 per annum + Negotiable
Posted: 2 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 3 days ago
South East London
Understanding Recruitment
Salary: £60000 - £75000 per annum + bens + share options
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 3 days ago
London
Accenture
Posted: Yesterday
City, London
Accenture
Salary: From £34,000 to £47,000 per annum
Posted: Yesterday
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: 6 days ago
London
Accenture
Posted: 2 days ago
London
Harrington Starr
Salary: £90000 - £110000 per annum + Benefits + Bonus
Posted: 6 days ago
London
Oliver Bernard
Salary: £60000 - £80000 per annum + stock / bonus / benefits
Posted: 6 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 8 days ago
Hackney, London
Work Digital
Posted: 9 days ago