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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Natural Language Processing
England / London
Rank 513 589 603
Rank change year-on-year
+76 +14
Permanent jobs citing Natural Language Processing 57 57 55
As % of all permanent IT jobs located in London 0.17% 0.14% 0.13%
As % of the Libraries, Frameworks & Software Standards category 0.43% 0.37% 0.37%
Number of salaries quoted 55 46 50
Median salary £60,000 £65,000 £60,000
Median salary % change year-on-year
-7.69% +8.33%
90% offered a salary of more than £45,000 £47,500 £50,000
10% offered a salary of more than £88,000 £85,000 £70,000
UK excluding London median salary £42,500 £57,500 £47,500
% change year-on-year
-26.08% +21.05%

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
13319 15260 14777
As % of all permanent IT jobs located in London 39.83% 38.22% 35.91%
Number of salaries quoted 11604 13271 12669
Median salary £57,500 £55,000 £54,000
Median salary % change year-on-year
+4.54% +1.85%
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £80,000 £72,500 £80,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 16 January 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 16 January 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 +34 6 £45,000 -21.73% 1
Ruislip - 1 £40,000 -
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 16 January 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 86 (56.21%) Machine Learning
2 82 (53.59%) Artificial Intelligence
3 74 (48.37%) Java
4 70 (45.75%) Agile Software Development
5 68 (44.44%) Software Engineering
6 60 (39.22%) Python
7 54 (35.29%) Computer Science
8 47 (30.72%) Degree
9 43 (28.10%) Analytics
10 42 (27.45%) Big Data
10 42 (27.45%) SQL
10 42 (27.45%) Algorithms
11 35 (22.88%) TDD
11 35 (22.88%) PhD
12 33 (21.57%) NoSQL
13 32 (20.92%) Continuous Integration
13 32 (20.92%) Git (software)
13 32 (20.92%) JavaScript
13 32 (20.92%) Spring
14 31 (20.26%) Visualisation
15 30 (19.61%) Finance
16 29 (18.95%) RESTful
17 27 (17.65%) React
18 26 (16.99%) Mathematics
18 26 (16.99%) Ontologies
18 26 (16.99%) Web Services
19 25 (16.34%) MongoDB
20 24 (15.69%) R
21 22 (14.38%) Analytical Skills
22 21 (13.73%) Jenkins

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 18 (11.76%) Apache Spark
2 15 (9.80%) Elasticsearch
3 14 (9.15%) Apache Solr
4 11 (7.19%) Apache
5 9 (5.88%) Apache Pig
6 7 (4.58%) SAS
7 3 (1.96%) Drupal
7 3 (1.96%) Tomcat
7 3 (1.96%) Tornado
8 1 (0.65%) CMS
8 1 (0.65%) WordPress
Applications
1 4 (2.61%) SPSS
2 2 (1.31%) Chatbot
2 2 (1.31%) CPLEX
2 2 (1.31%) MS Excel
3 1 (0.65%) Gephi
Cloud Services
1 14 (9.15%) Amazon AWS
2 9 (5.88%) GitHub
3 6 (3.92%) Amazon EC2
3 6 (3.92%) Amazon EMR
3 6 (3.92%) Amazon S3
4 1 (0.65%) Google Analytics
4 1 (0.65%) Google Tag Manager
Communications & Networking
1 4 (2.61%) HTTP
2 1 (0.65%) HTTPS
2 1 (0.65%) LAN
2 1 (0.65%) WAN
Database & Business Intelligence
1 42 (27.45%) Big Data
2 33 (21.57%) NoSQL
3 25 (16.34%) MongoDB
4 20 (13.07%) Data Mining
5 15 (9.80%) Hadoop
6 14 (9.15%) Neo4j
7 13 (8.50%) PostgreSQL
8 9 (5.88%) SQL Server
8 9 (5.88%) SQL Server 2012
9 8 (5.23%) Apache Cassandra
9 8 (5.23%) Apache Hive
10 7 (4.58%) Impala
10 7 (4.58%) Mahout
11 6 (3.92%) MySQL
11 6 (3.92%) Triplestore
12 4 (2.61%) Relational Database
13 2 (1.31%) KDB
14 1 (0.65%) OrientDB
14 1 (0.65%) Text Mining
Development Applications
1 32 (20.92%) Git (software)
2 21 (13.73%) Jenkins
3 10 (6.54%) JIRA
3 10 (6.54%) Subversion
4 9 (5.88%) Bitbucket
4 9 (5.88%) NUnit
5 6 (3.92%) Vagrant
5 6 (3.92%) Yeoman
6 4 (2.61%) Grunt
6 4 (2.61%) gulp
6 4 (2.61%) Jasmine
6 4 (2.61%) Karma Test Runner
6 4 (2.61%) Protractor
7 3 (1.96%) Maven
7 3 (1.96%) Team Foundation Server
8 1 (0.65%) Atlassian Bamboo
8 1 (0.65%) Hudson
8 1 (0.65%) IntelliJ
8 1 (0.65%) JUnit
8 1 (0.65%) Visual Studio
General
1 30 (19.61%) Finance
2 15 (9.80%) Publishing
3 14 (9.15%) Games
4 13 (8.50%) Retail
5 12 (7.84%) Banking
6 10 (6.54%) Manufacturing
6 10 (6.54%) Marketing
7 9 (5.88%) Telecoms
8 5 (3.27%) Back Office
8 5 (3.27%) Legal
9 2 (1.31%) Front Office
9 2 (1.31%) Law
10 1 (0.65%) Advertising
10 1 (0.65%) Investment Banking
Job Titles
1 75 (49.02%) Developer
2 37 (24.18%) Java Developer
3 36 (23.53%) Data Scientist
4 29 (18.95%) Java Engineer
5 25 (16.34%) Software Engineer
6 18 (11.76%) Senior Data Scientist
7 12 (7.84%) Java Software Engineer
7 12 (7.84%) PHP Developer
8 11 (7.19%) Artificial Intelligence Developer
8 11 (7.19%) Full Stack Developer
9 9 (5.88%) Machine Learning Engineer
10 8 (5.23%) Machine Learning Developer
10 8 (5.23%) Senior Manager
11 7 (4.58%) Analytics Manager
11 7 (4.58%) Data Manager
11 7 (4.58%) Java Software Developer
11 7 (4.58%) Python Software Engineer
11 7 (4.58%) Senior Analytics Manager
12 6 (3.92%) Analytics Consultant
12 6 (3.92%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 32 (20.92%) Spring
2 29 (18.95%) RESTful
3 27 (17.65%) React
4 26 (16.99%) Web Services
5 20 (13.07%) HTML
6 18 (11.76%) Apache CXF
7 17 (11.11%) CSS
8 16 (10.46%) HTML5
9 15 (9.80%) AngularJS
10 12 (7.84%) jQuery
10 12 (7.84%) Node.js
11 10 (6.54%) Symfony
12 9 (5.88%) .NET
12 9 (5.88%) ASP.NET
12 9 (5.88%) CSS3
12 9 (5.88%) Django
12 9 (5.88%) Flask
12 9 (5.88%) KnockoutJS
12 9 (5.88%) scikit-learn
12 9 (5.88%) Twitter Bootstrap
Miscellaneous
1 82 (53.59%) Artificial Intelligence
2 54 (35.29%) Computer Science
3 42 (27.45%) Algorithms
4 31 (20.26%) Visualisation
5 26 (16.99%) Mathematics
5 26 (16.99%) Ontologies
6 22 (14.38%) Analytical Skills
7 13 (8.50%) BBC
7 13 (8.50%) Statistics
8 9 (5.88%) User Experience
9 8 (5.23%) Economics
10 7 (4.58%) Applied Mathematics
10 7 (4.58%) Fintech
10 7 (4.58%) Neural Network
11 5 (3.27%) Data Integration
11 5 (3.27%) Semantic Web
12 4 (2.61%) Linked Data
12 4 (2.61%) Social Media
13 2 (1.31%) Digital Media
13 2 (1.31%) Hedge funds
Operating Systems
1 9 (5.88%) Linux
2 6 (3.92%) Android
2 6 (3.92%) Apple iOS
3 4 (2.61%) Unix
Processes & Methodologies
1 86 (56.21%) Machine Learning
2 70 (45.75%) Agile Software Development
3 68 (44.44%) Software Engineering
4 43 (28.10%) Analytics
5 35 (22.88%) TDD
6 32 (20.92%) Continuous Integration
7 19 (12.42%) CRM
7 19 (12.42%) Data Analysis
8 18 (11.76%) BDD
9 17 (11.11%) Front End Development
9 17 (11.11%) Multithreading
10 16 (10.46%) Information Retrieval
10 16 (10.46%) Scrum
11 15 (9.80%) Data Analytics
11 15 (9.80%) User Stories
12 14 (9.15%) Microservices
13 13 (8.50%) DevOps
13 13 (8.50%) MVC
14 12 (7.84%) Sentiment Analysis
15 11 (7.19%) Unit Testing
Programming Languages
1 74 (48.37%) Java
2 60 (39.22%) Python
3 42 (27.45%) SQL
4 32 (20.92%) JavaScript
5 24 (15.69%) R
6 18 (11.76%) Scala
7 16 (10.46%) PHP
8 14 (9.15%) C#
9 12 (7.84%) Clojure
10 10 (6.54%) Bash Shell
11 6 (3.92%) C++
11 6 (3.92%) Cypher
11 6 (3.92%) SPARQL
11 6 (3.92%) VBA
12 4 (2.61%) ClojureScript
12 4 (2.61%) MATLAB
12 4 (2.61%) XPath
13 3 (1.96%) Ruby
13 3 (1.96%) XQuery
14 2 (1.31%) PL/SQL
Qualifications
1 47 (30.72%) Degree
2 35 (22.88%) PhD
Quality Assurance & Compliance
1 1 (0.65%) QA
System Software
1 9 (5.88%) Docker
2 6 (3.92%) Virtual Machines
2 6 (3.92%) VirtualBox
Systems Management
1 2 (1.31%) Ansible
1 2 (1.31%) Kubernetes
2 1 (0.65%) Opscode Chef
2 1 (0.65%) Puppet
2 1 (0.65%) Salt
Vendors
1 7 (4.58%) Salesforce.com
2 6 (3.92%) IBM
3 4 (2.61%) MEDITECH
4 3 (1.96%) Google
5 2 (1.31%) Alteryx
5 2 (1.31%) Microsoft
5 2 (1.31%) Sun
6 1 (0.65%) MapR
6 1 (0.65%) SaltStack
6 1 (0.65%) Tableau
West London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens & bonus
Posted: 21 hours ago
South West London
Client Server
Salary: £75k to £90k + benefits
Posted: 5 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 4 days ago
London
Lorien Resourcing
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 4 days ago
London
Lawrence Harvey
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 7 days ago
London
Client Server
Salary: £75k to £90k + benefits
Posted: 13 days ago
London
Revolution Technology
Salary: From £45,000 to £60,000 per annum
Posted: 6 days ago
London
Client Server
Salary: £75000 - £90000 per annum + benefits
Posted: 27 days ago