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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 490 599 604
Rank change year-on-year
+109 +5
Permanent jobs citing Natural Language Processing 128 61 69
As % of all permanent IT jobs located in London 0.33% 0.14% 0.15%
As % of the Libraries, Frameworks & Software Standards category 0.81% 0.38% 0.39%
Number of salaries quoted 120 47 53
Median salary £57,500 £65,000 £67,500
Median salary % change year-on-year
-11.53% -3.70%
90% offered a salary of more than £40,000 £50,000 £47,500
10% offered a salary of more than £110,500 £85,000 £80,000
UK excluding London median salary £60,000 £47,500 £45,000
% change year-on-year
+26.31% +5.55%
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
15885 16067 17799
As % of all permanent IT jobs located in London 40.54% 37.05% 38.39%
Number of salaries quoted 14027 13754 15225
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 £35,000 £35,000
10% offered a salary of more than £80,000 £72,000 £77,500
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

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 30 August 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 30 August 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 +70 18 £50,000 -23.07% 2
Ruislip - 15 £42,500 - 1
Harrow - 2 £35,000 -
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 30 August 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.

1 144 (59.26%) Java
2 139 (57.20%) Machine Learning
3 108 (44.44%) Artificial Intelligence
4 103 (42.39%) Big Data
5 101 (41.56%) Computer Science
6 100 (41.15%) Analytics
7 95 (39.09%) Agile Software Development
8 92 (37.86%) SQL
9 87 (35.80%) Python
10 67 (27.57%) PhD
10 67 (27.57%) Git (software)
11 64 (26.34%) JavaScript
12 63 (25.93%) Degree
13 62 (25.51%) Visualisation
14 61 (25.10%) HTML
15 59 (24.28%) Software Engineering
16 58 (23.87%) CSS
17 57 (23.46%) Algorithms
18 53 (21.81%) R
19 51 (20.99%) Information Retrieval
20 50 (20.58%) Spring
21 47 (19.34%) Scrum
22 45 (18.52%) Data Mining
23 44 (18.11%) Finance
23 44 (18.11%) HTML5
23 44 (18.11%) Continuous Integration
24 42 (17.28%) JIRA
24 42 (17.28%) AngularJS
25 40 (16.46%) Data Analytics
25 40 (16.46%) Hadoop

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 35 (14.40%) Apache Spark
2 27 (11.11%) Apache Pig
3 14 (5.76%) Apache
4 11 (4.53%) SAS
5 5 (2.06%) Elasticsearch
Applications
1 5 (2.06%) GNU Octave
1 5 (2.06%) Mathematica
2 3 (1.23%) SPSS
3 2 (0.82%) CPLEX
4 1 (0.41%) Gephi
4 1 (0.41%) MS Excel
Cloud Services
1 34 (13.99%) GitHub
2 31 (12.76%) Amazon AWS
3 22 (9.05%) Amazon EC2
3 22 (9.05%) Amazon EMR
3 22 (9.05%) Amazon S3
4 1 (0.41%) Google Analytics
4 1 (0.41%) Google Tag Manager
4 1 (0.41%) SaaS
Communications & Networking
1 2 (0.82%) LAN
1 2 (0.82%) WAN
Database & Business Intelligence
1 103 (42.39%) Big Data
2 45 (18.52%) Data Mining
3 40 (16.46%) Hadoop
4 37 (15.23%) SQL Server
5 36 (14.81%) SQL Server 2012
6 32 (13.17%) Neo4j
6 32 (13.17%) NoSQL
7 31 (12.76%) Apache Hive
8 27 (11.11%) MongoDB
9 26 (10.70%) PostgreSQL
10 22 (9.05%) Impala
10 22 (9.05%) Mahout
11 13 (5.35%) Apache Cassandra
12 10 (4.12%) Triplestore
13 9 (3.70%) Relational Database
14 6 (2.47%) MySQL
14 6 (2.47%) OrientDB
15 4 (1.65%) Text Mining
16 2 (0.82%) RDBMS
17 1 (0.41%) Data Warehouse
Development Applications
1 67 (27.57%) Git (software)
2 42 (17.28%) JIRA
3 36 (14.81%) Bitbucket
3 36 (14.81%) NUnit
4 28 (11.52%) Jenkins
5 22 (9.05%) Vagrant
5 22 (9.05%) Yeoman
6 6 (2.47%) IntelliJ
6 6 (2.47%) JUnit
6 6 (2.47%) Maven
7 3 (1.23%) Jasmine
7 3 (1.23%) Subversion
8 2 (0.82%) Karma Test Runner
9 1 (0.41%) Grunt
9 1 (0.41%) gulp
9 1 (0.41%) Mercurial
9 1 (0.41%) Mocha
9 1 (0.41%) Protractor
9 1 (0.41%) Travis CI
General
1 44 (18.11%) Finance
2 22 (9.05%) Retail
3 21 (8.64%) Banking
4 20 (8.23%) Publishing
5 15 (6.17%) Manufacturing
5 15 (6.17%) Telecoms
6 10 (4.12%) Marketing
7 5 (2.06%) Financial Institution
7 5 (2.06%) Front Office
8 4 (1.65%) Back Office
8 4 (1.65%) Law
9 2 (0.82%) Games
10 1 (0.41%) Advertising
10 1 (0.41%) Investment Banking
Job Titles
1 83 (34.16%) Developer
2 49 (20.16%) Data Scientist
3 38 (15.64%) Java Developer
4 36 (14.81%) Software Engineer
5 26 (10.70%) Full Stack Developer
6 22 (9.05%) Java Engineer
7 20 (8.23%) Java Software Engineer
8 19 (7.82%) JavaScript Developer
9 16 (6.58%) Consultant
9 16 (6.58%) Data Engineer
9 16 (6.58%) Senior Data Scientist
10 15 (6.17%) Machine Learning Engineer
11 14 (5.76%) C# Developer
12 13 (5.35%) Analytics Consultant
13 11 (4.53%) Data Analytics Consultant
13 11 (4.53%) Full Stack Web Developer
13 11 (4.53%) HTML Developer
13 11 (4.53%) Senior Developer
13 11 (4.53%) Senior Manager
13 11 (4.53%) Web Developer
Libraries, Frameworks & Software Standards
1 61 (25.10%) HTML
2 58 (23.87%) CSS
3 50 (20.58%) Spring
4 44 (18.11%) HTML5
5 42 (17.28%) AngularJS
6 37 (15.23%) .NET
6 37 (15.23%) CSS3
6 37 (15.23%) Twitter Bootstrap
7 36 (14.81%) Ajax
7 36 (14.81%) ASP.NET
7 36 (14.81%) jQuery
7 36 (14.81%) KnockoutJS
8 30 (12.35%) Web Services
9 26 (10.70%) React
10 25 (10.29%) D3.js
11 24 (9.88%) SciPy
12 23 (9.47%) scikit-learn
13 22 (9.05%) Apache CXF
13 22 (9.05%) Cascalog
13 22 (9.05%) Pandas
Miscellaneous
1 108 (44.44%) Artificial Intelligence
2 101 (41.56%) Computer Science
3 62 (25.51%) Visualisation
4 57 (23.46%) Algorithms
5 39 (16.05%) Analytical Skills
6 34 (13.99%) Mathematics
7 30 (12.35%) Ontologies
7 30 (12.35%) Statistics
8 20 (8.23%) Neural Network
9 15 (6.17%) Clustering
10 12 (4.94%) User Experience
11 8 (3.29%) Physics
12 6 (2.47%) Fintech
12 6 (2.47%) Semantic Web
13 5 (2.06%) Enterprise Software
13 5 (2.06%) Linked Data
13 5 (2.06%) Social Media
14 4 (1.65%) Social Network
15 3 (1.23%) Life Science
15 3 (1.23%) Management Information System
Operating Systems
1 7 (2.88%) Android
1 7 (2.88%) Apple iOS
2 6 (2.47%) Linux
3 5 (2.06%) Unix
4 1 (0.41%) Mac OS
4 1 (0.41%) Windows
Processes & Methodologies
1 139 (57.20%) Machine Learning
2 100 (41.15%) Analytics
3 95 (39.09%) Agile Software Development
4 59 (24.28%) Software Engineering
5 51 (20.99%) Information Retrieval
6 47 (19.34%) Scrum
7 44 (18.11%) Continuous Integration
8 40 (16.46%) Data Analytics
9 38 (15.64%) Data Analysis
9 38 (15.64%) Data Visualisation
10 37 (15.23%) MVC
11 33 (13.58%) TDD
12 31 (12.76%) Statistical Analysis
13 30 (12.35%) Project Management
13 30 (12.35%) Sentiment Analysis
13 30 (12.35%) User Stories
14 28 (11.52%) Unit Testing
15 27 (11.11%) Data Protection
15 27 (11.11%) Front End Development
16 26 (10.70%) E-Commerce
Programming Languages
1 144 (59.26%) Java
2 92 (37.86%) SQL
3 87 (35.80%) Python
4 64 (26.34%) JavaScript
5 53 (21.81%) R
6 38 (15.64%) C#
7 31 (12.76%) Clojure
8 23 (9.47%) Bash Shell
9 22 (9.05%) Cypher
9 22 (9.05%) VBA
10 21 (8.64%) Scala
11 19 (7.82%) MATLAB
12 15 (6.17%) C++
13 8 (3.29%) Ruby
14 5 (2.06%) PL/SQL
15 4 (1.65%) ClojureScript
15 4 (1.65%) SPARQL
16 3 (1.23%) Haskell
16 3 (1.23%) PHP
17 2 (0.82%) Julia
Qualifications
1 67 (27.57%) PhD
2 63 (25.93%) Degree
Quality Assurance & Compliance
1 9 (3.70%) QA
2 6 (2.47%) Data Quality
3 2 (0.82%) SNOMED CT
System Software
1 22 (9.05%) Virtual Machines
1 22 (9.05%) VirtualBox
2 5 (2.06%) Docker
3 3 (1.23%) Apache ZooKeeper
3 3 (1.23%) HDFS
Systems Management
1 4 (1.65%) Ansible
2 3 (1.23%) Opscode Chef
2 3 (1.23%) Puppet
Vendors
1 9 (3.70%) Salesforce.com
2 6 (2.47%) IBM
3 1 (0.41%) Apple
3 1 (0.41%) Cognizant
3 1 (0.41%) Google
3 1 (0.41%) Intel
3 1 (0.41%) MEDITECH
3 1 (0.41%) Microsoft
3 1 (0.41%) Tableau
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: Yesterday
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: Yesterday
City, London
Client Server
Salary: £55k to £70k
Posted: 4 days ago
City, London
Networking People
Salary: £40000 - £65000 per annum + Share Options + Benefits
Posted: 6 days ago
London
Recruitment Genius Ltd
Salary: £75000 - £80000 per annum
Posted: 5 days ago
London
Client Server
Salary: £55k to £70k
Posted: 5 days ago
Ruislip, Middlesex
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £50,000 per annum
Posted: 5 days ago
London
First Utility
Posted: 25 days ago