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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 534 598 607
Rank change year-on-year
+64 +9
Permanent jobs citing Natural Language Processing 65 66 60
As % of all permanent IT jobs located in London 0.18% 0.15% 0.13%
As % of the Libraries, Frameworks & Software Standards category 0.47% 0.40% 0.37%
Number of salaries quoted 58 55 53
Median salary £57,500 £70,000 £62,500
Median salary % change year-on-year
-17.85% +12.00%
90% offered a salary of more than £42,500 £47,500 £50,000
10% offered a salary of more than £89,500 £100,000 £78,000
UK excluding London median salary £40,000 £52,500 £47,500
% change year-on-year
-23.80% +10.52%
Natural Language Processing
England

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
13923 16361 16420
As % of all permanent IT jobs located in London 39.53% 37.76% 36.57%
Number of salaries quoted 12139 14049 14152
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
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 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 9 December 2016.

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 9 December 2016. 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
(Click see detailed
statistics and trends)
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 9 £45,000 -12.19% 2
Ruislip - 2 £40,000 - 1
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 9 December 2016, 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 98 (53.26%) Machine Learning
2 94 (51.09%) Artificial Intelligence
3 87 (47.28%) Java
4 83 (45.11%) Agile Software Development
5 72 (39.13%) Python
6 71 (38.59%) Software Engineering
7 64 (34.78%) Computer Science
8 61 (33.15%) Big Data
9 60 (32.61%) SQL
10 56 (30.43%) Analytics
11 51 (27.72%) Algorithms
12 49 (26.63%) Degree
13 47 (25.54%) Git (software)
14 46 (25.00%) JavaScript
14 46 (25.00%) PhD
15 40 (21.74%) Visualisation
16 37 (20.11%) Spring
17 36 (19.57%) TDD
17 36 (19.57%) HTML
17 36 (19.57%) Continuous Integration
18 32 (17.39%) Finance
18 32 (17.39%) CSS
19 31 (16.85%) Mathematics
19 31 (16.85%) React
20 30 (16.30%) Ontologies
20 30 (16.30%) NoSQL
21 29 (15.76%) R
21 29 (15.76%) HTML5
21 29 (15.76%) Information Retrieval
22 28 (15.22%) Analytical Skills

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 24 (13.04%) Apache Spark
2 14 (7.61%) Apache
3 13 (7.07%) Apache Pig
4 12 (6.52%) Elasticsearch
5 11 (5.98%) Apache Solr
6 7 (3.80%) SAS
7 3 (1.63%) Drupal
7 3 (1.63%) Tomcat
8 2 (1.09%) Tornado
9 1 (0.54%) CMS
9 1 (0.54%) WordPress
Applications
1 3 (1.63%) SPSS
2 2 (1.09%) Chatbot
2 2 (1.09%) CPLEX
2 2 (1.09%) MS Excel
3 1 (0.54%) Gephi
Cloud Services
1 20 (10.87%) GitHub
2 17 (9.24%) Amazon AWS
3 11 (5.98%) Amazon EC2
3 11 (5.98%) Amazon EMR
3 11 (5.98%) Amazon S3
4 1 (0.54%) Google Analytics
4 1 (0.54%) Google Tag Manager
Communications & Networking
1 4 (2.17%) HTTP
2 2 (1.09%) LAN
2 2 (1.09%) WAN
3 1 (0.54%) HTTPS
Database & Business Intelligence
1 61 (33.15%) Big Data
2 30 (16.30%) NoSQL
3 25 (13.59%) MongoDB
4 24 (13.04%) Hadoop
5 20 (10.87%) Data Mining
5 20 (10.87%) Neo4j
5 20 (10.87%) SQL Server
5 20 (10.87%) SQL Server 2012
6 17 (9.24%) PostgreSQL
7 15 (8.15%) Apache Hive
8 12 (6.52%) Triplestore
9 11 (5.98%) Impala
9 11 (5.98%) Mahout
10 10 (5.43%) Apache Cassandra
11 6 (3.26%) MySQL
12 5 (2.72%) Relational Database
13 4 (2.17%) OrientDB
14 2 (1.09%) KDB
14 2 (1.09%) Text Mining
15 1 (0.54%) MariaDB
Development Applications
1 47 (25.54%) Git (software)
2 26 (14.13%) Jenkins
3 24 (13.04%) JIRA
4 20 (10.87%) Bitbucket
4 20 (10.87%) NUnit
5 11 (5.98%) Vagrant
5 11 (5.98%) Yeoman
6 8 (4.35%) Subversion
7 6 (3.26%) Maven
8 4 (2.17%) Grunt
8 4 (2.17%) gulp
8 4 (2.17%) IntelliJ
8 4 (2.17%) Jasmine
8 4 (2.17%) JUnit
8 4 (2.17%) Karma Test Runner
8 4 (2.17%) Protractor
9 3 (1.63%) Team Foundation Server
10 1 (0.54%) Atlassian Bamboo
10 1 (0.54%) Hudson
10 1 (0.54%) Visual Studio
General
1 32 (17.39%) Finance
2 21 (11.41%) Publishing
3 17 (9.24%) Retail
4 14 (7.61%) Banking
5 13 (7.07%) Marketing
6 12 (6.52%) Games
6 12 (6.52%) Manufacturing
6 12 (6.52%) Telecoms
7 5 (2.72%) Back Office
8 2 (1.09%) Front Office
9 1 (0.54%) Advertising
9 1 (0.54%) Investment Banking
9 1 (0.54%) Law
9 1 (0.54%) Legal
Job Titles
1 79 (42.93%) Developer
2 43 (23.37%) Data Scientist
3 37 (20.11%) Software Engineer
4 33 (17.93%) Java Developer
5 29 (15.76%) Java Engineer
6 21 (11.41%) Full Stack Developer
7 19 (10.33%) Java Software Engineer
7 19 (10.33%) Senior Data Scientist
8 11 (5.98%) Artificial Intelligence Developer
8 11 (5.98%) Java Software Developer
8 11 (5.98%) JavaScript Developer
9 10 (5.43%) Data Engineer
9 10 (5.43%) Developer/Software Engineer
9 10 (5.43%) PHP Developer
9 10 (5.43%) Senior Manager
10 9 (4.89%) .NET Developer
10 9 (4.89%) Analytics Consultant
10 9 (4.89%) C# .NET Developer
10 9 (4.89%) C# Developer
10 9 (4.89%) Consultant
Libraries, Frameworks & Software Standards
1 37 (20.11%) Spring
2 36 (19.57%) HTML
3 32 (17.39%) CSS
4 31 (16.85%) React
5 29 (15.76%) HTML5
6 28 (15.22%) Web Services
7 27 (14.67%) RESTful
8 25 (13.59%) AngularJS
9 23 (12.50%) jQuery
10 21 (11.41%) .NET
11 20 (10.87%) Ajax
11 20 (10.87%) ASP.NET
11 20 (10.87%) CSS3
11 20 (10.87%) KnockoutJS
11 20 (10.87%) Twitter Bootstrap
12 17 (9.24%) Apache CXF
13 13 (7.07%) D3.js
13 13 (7.07%) Pandas
13 13 (7.07%) scikit-learn
13 13 (7.07%) SciPy
Miscellaneous
1 94 (51.09%) Artificial Intelligence
2 64 (34.78%) Computer Science
3 51 (27.72%) Algorithms
4 40 (21.74%) Visualisation
5 31 (16.85%) Mathematics
6 30 (16.30%) Ontologies
7 28 (15.22%) Analytical Skills
8 18 (9.78%) Statistics
9 11 (5.98%) BBC
9 11 (5.98%) Neural Network
9 11 (5.98%) User Experience
10 9 (4.89%) Semantic Web
11 8 (4.35%) Fintech
11 8 (4.35%) Linked Data
12 7 (3.80%) Applied Mathematics
13 6 (3.26%) Data Integration
14 5 (2.72%) Clustering
14 5 (2.72%) Economics
14 5 (2.72%) Physics
14 5 (2.72%) Social Media
Operating Systems
1 8 (4.35%) Android
1 8 (4.35%) Apple iOS
1 8 (4.35%) Linux
2 5 (2.72%) Unix
3 1 (0.54%) Mac OS
3 1 (0.54%) Windows
Processes & Methodologies
1 98 (53.26%) Machine Learning
2 83 (45.11%) Agile Software Development
3 71 (38.59%) Software Engineering
4 56 (30.43%) Analytics
5 36 (19.57%) Continuous Integration
5 36 (19.57%) TDD
6 29 (15.76%) Information Retrieval
7 28 (15.22%) Scrum
8 23 (12.50%) Data Analysis
9 22 (11.96%) MVC
10 21 (11.41%) Front End Development
10 21 (11.41%) Sentiment Analysis
11 20 (10.87%) User Stories
12 19 (10.33%) Data Analytics
12 19 (10.33%) Multithreading
13 18 (9.78%) Operations Research
14 17 (9.24%) BDD
14 17 (9.24%) CRM
14 17 (9.24%) Data Visualisation
15 16 (8.70%) Bioinformatics
Programming Languages
1 87 (47.28%) Java
2 72 (39.13%) Python
3 60 (32.61%) SQL
4 46 (25.00%) JavaScript
5 29 (15.76%) R
6 27 (14.67%) C#
7 17 (9.24%) Clojure
8 16 (8.70%) Scala
9 15 (8.15%) PHP
10 14 (7.61%) Bash Shell
11 11 (5.98%) Cypher
11 11 (5.98%) VBA
12 10 (5.43%) SPARQL
13 8 (4.35%) C++
14 5 (2.72%) MATLAB
15 4 (2.17%) Ruby
16 3 (1.63%) ClojureScript
16 3 (1.63%) Perl
16 3 (1.63%) PL/SQL
16 3 (1.63%) XQuery
Qualifications
1 49 (26.63%) Degree
2 46 (25.00%) PhD
Quality Assurance & Compliance
1 3 (1.63%) QA
2 2 (1.09%) SNOMED CT
3 1 (0.54%) Data Quality
System Software
1 11 (5.98%) Virtual Machines
1 11 (5.98%) VirtualBox
2 8 (4.35%) Docker
Systems Management
1 2 (1.09%) Ansible
2 1 (0.54%) Kubernetes
2 1 (0.54%) Opscode Chef
2 1 (0.54%) Puppet
2 1 (0.54%) Salt
Vendors
1 8 (4.35%) Salesforce.com
2 5 (2.72%) IBM
3 4 (2.17%) MEDITECH
4 3 (1.63%) Google
5 2 (1.09%) Alteryx
5 2 (1.09%) Microsoft
5 2 (1.09%) Sun
6 1 (0.54%) Apple
6 1 (0.54%) Cognizant
6 1 (0.54%) MapR
6 1 (0.54%) SaltStack
6 1 (0.54%) Tableau
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: 12 hours ago
London
Revolution Technology
Salary: From £50,000 to £70,000 per annum
Posted: 2 days ago
West London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens & bonus
Posted: 5 days ago
Shoreditch - London
Dice in Shoreditch
Salary: Competitive Salary with a challenging and exciting environment
Posted: 2 days ago
London
Salt
Salary: £50000.00 - £65000.00 per annum + Benefits + Bonus
Posted: 4 days ago
London
Client Server
Salary: £45000 - £60000 per annum
Posted: 15 days ago
Ruislip
Recruitment Revolution Limited
Salary: Up to £40,000 per annum + Pension + Perks
Posted: 23 days ago