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 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 528 578 537
Rank change year-on-year
+50 -41
Permanent jobs citing Natural Language Processing 116 92 177
As % of all permanent IT jobs located in London 0.28% 0.21% 0.36%
As % of the Libraries, Frameworks & Software Standards category 0.71% 0.56% 0.90%
Number of salaries quoted 111 74 170
Median salary £57,500 £67,500 £48,750
Median salary % change year-on-year
-14.81% +38.46%
90% offered a salary of more than £39,000 £38,250 £35,000
10% offered a salary of more than £90,000 £90,500 £80,000
UK excluding London median salary £53,500 £52,500 £47,500
% change year-on-year
+1.90% +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
16259 16356 19660
As % of all permanent IT jobs located in London 39.64% 37.67% 40.16%
Number of salaries quoted 14281 13967 16832
Median salary £55,000 £52,500 £52,500
Median salary % change year-on-year
+4.76% -
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 27 May 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 27 May 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 +54 14 £60,000 -7.69% 2
Ruislip - 12 £36,750 - 1
Hammersmith - 3 £55,000 -
Hayes - 1 £39,000 -
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 27 May 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.

1 119 (70.00%) Machine Learning
2 111 (65.29%) Java
3 96 (56.47%) Computer Science
4 82 (48.24%) Big Data
5 77 (45.29%) Python
6 64 (37.65%) PhD
7 58 (34.12%) Analytics
8 54 (31.76%) Degree
9 52 (30.59%) R
10 51 (30.00%) Algorithms
11 50 (29.41%) Artificial Intelligence
12 43 (25.29%) Data Mining
13 41 (24.12%) Visualisation
14 40 (23.53%) SQL
15 39 (22.94%) Finance
15 39 (22.94%) Agile Software Development
15 39 (22.94%) Git (software)
15 39 (22.94%) Apache Spark
16 38 (22.35%) JavaScript
17 37 (21.76%) Hadoop
18 36 (21.18%) Statistics
19 34 (20.00%) Information Retrieval
20 33 (19.41%) NoSQL
21 32 (18.82%) Data Visualisation
22 31 (18.24%) Spring
22 31 (18.24%) Analytical Skills
23 29 (17.06%) Amazon AWS
24 28 (16.47%) Mathematics
25 27 (15.88%) HTML
26 26 (15.29%) CSS

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 39 (22.94%) Apache Spark
2 19 (11.18%) Apache Pig
3 17 (10.00%) Apache
4 9 (5.29%) Node.js
5 6 (3.53%) Elasticsearch
6 5 (2.94%) SAS
Applications
1 6 (3.53%) Gephi
2 5 (2.94%) GNU Octave
2 5 (2.94%) Mathematica
3 1 (0.59%) MS Excel
3 1 (0.59%) SPSS
Cloud Services
1 29 (17.06%) Amazon AWS
2 18 (10.59%) Amazon EC2
3 17 (10.00%) Amazon S3
4 16 (9.41%) Amazon EMR
4 16 (9.41%) GitHub
5 1 (0.59%) Cloud Computing
Communications & Networking
1 2 (1.18%) Wireshark
2 1 (0.59%) VPN
Database & Business Intelligence
1 82 (48.24%) Big Data
2 43 (25.29%) Data Mining
3 37 (21.76%) Hadoop
4 33 (19.41%) NoSQL
5 24 (14.12%) Apache Hive
6 23 (13.53%) SQL Server
7 22 (12.94%) PostgreSQL
8 19 (11.18%) MongoDB
8 19 (11.18%) Neo4j
9 17 (10.00%) SQL Server 2012
10 16 (9.41%) Impala
10 16 (9.41%) Mahout
11 7 (4.12%) Apache Cassandra
12 3 (1.76%) Text Mining
13 2 (1.18%) MySQL
13 2 (1.18%) RDBMS
13 2 (1.18%) Relational Database
13 2 (1.18%) Triplestore
14 1 (0.59%) Amazon RDS
14 1 (0.59%) Amazon Redshift
Development Applications
1 39 (22.94%) Git (software)
2 18 (10.59%) Jenkins
2 18 (10.59%) JIRA
3 17 (10.00%) Bitbucket
3 17 (10.00%) NUnit
4 16 (9.41%) Vagrant
4 16 (9.41%) Yeoman
5 6 (3.53%) Mercurial
5 6 (3.53%) Subversion
6 2 (1.18%) TeamCity
6 2 (1.18%) Travis CI
7 1 (0.59%) IntelliJ
7 1 (0.59%) Jasmine
7 1 (0.59%) JUnit
7 1 (0.59%) Maven
7 1 (0.59%) Mocha
General
1 39 (22.94%) Finance
2 13 (7.65%) Banking
3 10 (5.88%) Telecoms
4 9 (5.29%) Games
4 9 (5.29%) Retail
5 8 (4.71%) Manufacturing
6 5 (2.94%) Financial Institution
6 5 (2.94%) Front Office
6 5 (2.94%) Marketing
7 4 (2.35%) Publishing
8 3 (1.76%) Law
9 2 (1.18%) German Language
10 1 (0.59%) Advertising
Job Titles
1 47 (27.65%) Developer
2 41 (24.12%) Data Scientist
3 25 (14.71%) Java Developer
4 14 (8.24%) Machine Learning Engineer
4 14 (8.24%) Senior Data Scientist
4 14 (8.24%) Senior Developer
4 14 (8.24%) Senior Java Developer
5 12 (7.06%) Consultant
5 12 (7.06%) Machine Learning Developer
6 11 (6.47%) Full Stack Developer
7 10 (5.88%) Analytics Consultant
8 9 (5.29%) JavaScript Developer
9 8 (4.71%) C# Developer
9 8 (4.71%) Data Analytics Consultant
9 8 (4.71%) Data Consultant
9 8 (4.71%) Data Engineer
9 8 (4.71%) Java Engineer
9 8 (4.71%) Software Engineer
10 6 (3.53%) Big Data Engineer
10 6 (3.53%) Head of Data Management
Libraries, Frameworks & Software Standards
1 31 (18.24%) Spring
2 27 (15.88%) HTML
3 26 (15.29%) CSS
4 23 (13.53%) D3.js
5 22 (12.94%) HTML5
6 21 (12.35%) AngularJS
7 20 (11.76%) scikit-learn
7 20 (11.76%) SciPy
8 18 (10.59%) CSS3
8 18 (10.59%) Twitter Bootstrap
9 17 (10.00%) .NET
9 17 (10.00%) Ajax
9 17 (10.00%) ASP.NET
9 17 (10.00%) jQuery
9 17 (10.00%) KnockoutJS
10 16 (9.41%) Cascalog
10 16 (9.41%) Pandas
11 14 (8.24%) Apache CXF
12 13 (7.65%) Web Services
13 6 (3.53%) J2EE
Miscellaneous
1 96 (56.47%) Computer Science
2 51 (30.00%) Algorithms
3 50 (29.41%) Artificial Intelligence
4 41 (24.12%) Visualisation
5 36 (21.18%) Statistics
6 31 (18.24%) Analytical Skills
7 28 (16.47%) Mathematics
8 19 (11.18%) Neural Network
9 13 (7.65%) Ontologies
10 11 (6.47%) Clustering
11 10 (5.88%) Physics
12 6 (3.53%) Mobile App
13 5 (2.94%) User Experience
14 4 (2.35%) CUDA
14 4 (2.35%) Fintech
15 2 (1.18%) Blog
15 2 (1.18%) Enterprise Software
15 2 (1.18%) Psychology
15 2 (1.18%) Semantic Web
15 2 (1.18%) Social Media
Operating Systems
1 8 (4.71%) Linux
2 4 (2.35%) Ubuntu
3 2 (1.18%) Android
3 2 (1.18%) Apple iOS
3 2 (1.18%) CentOS
3 2 (1.18%) Debian
3 2 (1.18%) Unix
4 1 (0.59%) Mac OS X
Processes & Methodologies
1 119 (70.00%) Machine Learning
2 58 (34.12%) Analytics
3 39 (22.94%) Agile Software Development
4 34 (20.00%) Information Retrieval
5 32 (18.82%) Data Visualisation
6 25 (14.71%) Data Analysis
6 25 (14.71%) Data Analytics
7 23 (13.53%) Continuous Integration
8 20 (11.76%) Statistical Analysis
8 20 (11.76%) Unit Testing
9 19 (11.18%) Scrum
10 18 (10.59%) E-Commerce
10 18 (10.59%) MVC
10 18 (10.59%) Open Source
10 18 (10.59%) Project Management
10 18 (10.59%) Software Engineering
11 17 (10.00%) Data Protection
12 16 (9.41%) Data Munging
12 16 (9.41%) Time Series Analysis
12 16 (9.41%) User Stories
Programming Languages
1 111 (65.29%) Java
2 77 (45.29%) Python
3 52 (30.59%) R
4 40 (23.53%) SQL
5 38 (22.35%) JavaScript
6 25 (14.71%) C++
7 24 (14.12%) Clojure
7 24 (14.12%) Scala
8 19 (11.18%) C#
9 16 (9.41%) Bash Shell
9 16 (9.41%) MATLAB
9 16 (9.41%) VBA
10 5 (2.94%) Ruby
11 4 (2.35%) Haskell
12 2 (1.18%) ClojureScript
12 2 (1.18%) Lua
12 2 (1.18%) Objective-C
12 2 (1.18%) Perl
13 1 (0.59%) C
13 1 (0.59%) Go
Qualifications
1 64 (37.65%) PhD
2 54 (31.76%) Degree
3 1 (0.59%) SC Cleared
3 1 (0.59%) Security Cleared
Quality Assurance & Compliance
1 6 (3.53%) QA
2 5 (2.94%) Data Quality
System Software
1 16 (9.41%) VirtualBox
2 3 (1.76%) Apache ZooKeeper
2 3 (1.76%) HDFS
3 2 (1.18%) iptables
3 2 (1.18%) VMware Infrastructure
3 2 (1.18%) Xen
Systems Management
1 7 (4.12%) Ansible
1 7 (4.12%) Opscode Chef
2 5 (2.94%) Puppet
3 2 (1.18%) Icinga
3 2 (1.18%) Kibana
3 2 (1.18%) Nagios
3 2 (1.18%) Salt
3 2 (1.18%) ZABBIX
Vendors
1 6 (3.53%) Microsoft
2 2 (1.18%) Bloomberg
2 2 (1.18%) VMware
3 1 (0.59%) Facebook
3 1 (0.59%) Intel
3 1 (0.59%) Twitter
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 6 hours ago
London
Propel London
Posted: 16 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £60000 - £100000 per annum + benefits
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £60000 - £100000 per annum + Equity shares
Posted: 3 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: 22 hours ago
London
Enterprise Technology
Salary: £70k - 100k per year
Posted: 4 days ago
Ruislip, Middlesex
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: 3 days ago
London
Talent Point
Salary: £50000.00 - £60000.00 per annum
Posted: 17 days ago
London
Client Server
Salary: £70k to £90k + benefits
Posted: 16 days ago
London
Talent Point
Salary: £47000.00 - £60000.00 per annum
Posted: 18 days ago
London
Workdigital
Salary: Competitive
Posted: 15 days ago
London
Workdigital
Salary: Competitive
Posted: 15 days ago
South East London
TNS
Salary: Competitive, including award winning benefits package
Posted: 27 days ago
London
Talent Point
Salary: £65000.00 - £80000.00 per annum
Posted: 18 days ago
London
Talent Point
Salary: £60000.00 - £70000.00 per annum
Posted: 21 days ago