The table below looks at the statistics for Natural Language Processing skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 724 846 833
Rank change year-on-year
+122 -13
Permanent jobs citing Natural Language Processing 172 86 120
As % of all permanent IT jobs located in England 0.19% 0.084% 0.11%
As % of the Libraries, Frameworks & Software Standards category 0.48% 0.22% 0.29%
Number of salaries quoted 154 66 92
Median salary £60,000 £61,250 £52,500
Median salary % change year-on-year
-2.04% +16.66%
90% offered a salary of more than £40,000 £43,750 £40,000
10% offered a salary of more than £93,500 £82,500 £80,000
UK excluding London median salary £60,000 £47,500 £45,000
% change year-on-year
+26.31% +5.55%
Natural Language Processing
UK

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 England region.

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
35717 38682 41482
As % of all permanent IT jobs located in England 39.03% 37.80% 38.70%
Number of salaries quoted 31360 33376 35170
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

Natural Language Processing
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Natural Language Processing
Salary Trend in England

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

Natural Language Processing Salary Trend in England

Natural Language Processing
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Natural Language Processing across the England region over the 3 months to 31 August 2016.

Natural Language Processing Salary Histogram in England

Natural Language Processing
Job Locations in England

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 England region over the 3 months to 31 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
London +82 128 £57,500 -11.53% 9
South East +49 27 £65,000 +8.33% 1
East of England +17 8 £50,000 -16.66% 4
West Midlands - 5 - - 1
North West +7 3 £40,000 -
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 31 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 England region with a requirement for Natural Language Processing.

1 224 (62.92%) Java
2 182 (51.12%) Machine Learning
3 157 (44.10%) Analytics
4 147 (41.29%) Agile Software Development
5 143 (40.17%) Artificial Intelligence
6 138 (38.76%) Python
6 138 (38.76%) Big Data
7 128 (35.96%) Computer Science
8 118 (33.15%) SQL
9 113 (31.74%) Algorithms
10 111 (31.18%) Degree
11 100 (28.09%) JavaScript
12 89 (25.00%) PhD
13 83 (23.31%) Git (software)
14 81 (22.75%) R
15 80 (22.47%) HTML
16 79 (22.19%) Software Engineering
17 77 (21.63%) Data Analysis
17 77 (21.63%) CSS
17 77 (21.63%) Data Analytics
18 76 (21.35%) Visualisation
18 76 (21.35%) Analytical Skills
19 71 (19.94%) Data Mining
20 61 (17.13%) HTML5
20 61 (17.13%) Information Retrieval
20 61 (17.13%) Scrum
21 59 (16.57%) Finance
22 58 (16.29%) Hadoop
23 57 (16.01%) .NET
24 56 (15.73%) C#

Natural Language Processing
Top Related IT Skills in England 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 56 (15.73%) Apache Spark
2 39 (10.96%) Apache Pig
3 27 (7.58%) Apache
4 14 (3.93%) SAS
5 13 (3.65%) Elasticsearch
6 6 (1.69%) NServiceBus
7 3 (0.84%) Jetty
7 3 (0.84%) nginx
7 3 (0.84%) Tomcat
8 1 (0.28%) Apache Solr
Applications
1 5 (1.40%) GNU Octave
1 5 (1.40%) Mathematica
1 5 (1.40%) SPSS
2 2 (0.56%) CPLEX
2 2 (0.56%) MS Excel
2 2 (0.56%) S-PLUS
2 2 (0.56%) Stata
3 1 (0.28%) Gephi
Business Applications
1 5 (1.40%) SAP Oil and Gas
Cloud Services
1 40 (11.24%) GitHub
2 35 (9.83%) Amazon AWS
3 23 (6.46%) Amazon EC2
3 23 (6.46%) Amazon EMR
3 23 (6.46%) Amazon S3
4 1 (0.28%) Google Analytics
4 1 (0.28%) Google Tag Manager
4 1 (0.28%) SaaS
Communications & Networking
1 6 (1.69%) Internet
2 4 (1.12%) HTTP
3 2 (0.56%) LAN
3 2 (0.56%) WAN
4 1 (0.28%) Firewall
Database & Business Intelligence
1 138 (38.76%) Big Data
2 71 (19.94%) Data Mining
3 58 (16.29%) Hadoop
4 51 (14.33%) NoSQL
4 51 (14.33%) SQL Server
5 44 (12.36%) Apache Hive
6 43 (12.08%) SQL Server 2012
7 42 (11.80%) MongoDB
8 41 (11.52%) Neo4j
9 38 (10.67%) PostgreSQL
10 24 (6.74%) Mahout
11 23 (6.46%) Apache Cassandra
11 23 (6.46%) Impala
11 23 (6.46%) Relational Database
12 15 (4.21%) MySQL
13 11 (3.09%) Triplestore
14 10 (2.81%) RDBMS
15 9 (2.53%) Text Mining
16 6 (1.69%) OrientDB
17 5 (1.40%) HBase
Development Applications
1 83 (23.31%) Git (software)
2 49 (13.76%) JIRA
3 43 (12.08%) Bitbucket
3 43 (12.08%) NUnit
4 35 (9.83%) Jenkins
5 23 (6.46%) Vagrant
5 23 (6.46%) Yeoman
6 13 (3.65%) Maven
7 7 (1.97%) Subversion
8 6 (1.69%) IntelliJ
8 6 (1.69%) JUnit
8 6 (1.69%) PhantomJS
8 6 (1.69%) Selenium
9 4 (1.12%) Fiddler
10 3 (0.84%) Gradle
10 3 (0.84%) Jasmine
11 2 (0.56%) Karma Test Runner
12 1 (0.28%) Grunt
12 1 (0.28%) Mocha
12 1 (0.28%) Protractor
General
1 59 (16.57%) Finance
2 23 (6.46%) Banking
2 23 (6.46%) Retail
3 20 (5.62%) Publishing
4 17 (4.78%) Telecoms
5 16 (4.49%) Manufacturing
6 12 (3.37%) Marketing
7 9 (2.53%) Back Office
8 5 (1.40%) Financial Institution
8 5 (1.40%) Front Office
9 4 (1.12%) Law
10 2 (0.56%) Games
10 2 (0.56%) Multimedia
10 2 (0.56%) Pharmaceutical
11 1 (0.28%) Advertising
11 1 (0.28%) Investment Banking
Job Titles
1 121 (33.99%) Developer
2 69 (19.38%) Data Scientist
3 54 (15.17%) Java Developer
4 47 (13.20%) Software Engineer
5 37 (10.39%) Full Stack Developer
6 34 (9.55%) Architect
7 30 (8.43%) Java Engineer
8 29 (8.15%) JavaScript Developer
9 26 (7.30%) Data Architect
10 25 (7.02%) Java Software Engineer
11 22 (6.18%) C# Developer
12 20 (5.62%) Machine Learning Engineer
13 19 (5.34%) Java Architect
13 19 (5.34%) Senior Data Scientist
13 19 (5.34%) Senior Developer
13 19 (5.34%) TOGAF Architect
14 18 (5.06%) Consultant
15 16 (4.49%) Data Engineer
16 15 (4.21%) Analytics Consultant
17 14 (3.93%) HTML Developer
Libraries, Frameworks & Software Standards
1 80 (22.47%) HTML
2 77 (21.63%) CSS
3 61 (17.13%) HTML5
4 57 (16.01%) .NET
5 51 (14.33%) AngularJS
5 51 (14.33%) Spring
6 49 (13.76%) ASP.NET
6 49 (13.76%) KnockoutJS
7 48 (13.48%) CSS3
8 47 (13.20%) jQuery
9 44 (12.36%) Twitter Bootstrap
10 43 (12.08%) Ajax
11 39 (10.96%) Web Services
12 34 (9.55%) React
13 33 (9.27%) D3.js
14 28 (7.87%) SciPy
15 27 (7.58%) RESTful
16 26 (7.30%) Pandas
17 25 (7.02%) scikit-learn
18 23 (6.46%) Cascalog
Miscellaneous
1 143 (40.17%) Artificial Intelligence
2 128 (35.96%) Computer Science
3 113 (31.74%) Algorithms
4 76 (21.35%) Analytical Skills
4 76 (21.35%) Visualisation
5 50 (14.04%) Mathematics
6 47 (13.20%) Statistics
7 34 (9.55%) Ontologies
8 31 (8.71%) Neural Network
9 22 (6.18%) Clustering
10 17 (4.78%) User Experience
11 14 (3.93%) Social Media
12 13 (3.65%) Physics
13 11 (3.09%) Social Network
14 9 (2.53%) Data Structures
14 9 (2.53%) Life Science
15 8 (2.25%) Fintech
16 6 (1.69%) Informatics
16 6 (1.69%) Semantic Web
17 5 (1.40%) Enterprise Software
Operating Systems
1 19 (5.34%) Linux
2 12 (3.37%) Unix
3 7 (1.97%) Android
3 7 (1.97%) Apple iOS
4 3 (0.84%) Windows
5 1 (0.28%) Mac OS
5 1 (0.28%) Red Hat Enterprise Linux
5 1 (0.28%) Windows Server
Processes & Methodologies
1 182 (51.12%) Machine Learning
2 157 (44.10%) Analytics
3 147 (41.29%) Agile Software Development
4 79 (22.19%) Software Engineering
5 77 (21.63%) Data Analysis
5 77 (21.63%) Data Analytics
6 61 (17.13%) Information Retrieval
6 61 (17.13%) Scrum
7 56 (15.73%) Continuous Integration
8 50 (14.04%) MVC
9 45 (12.64%) Unit Testing
10 43 (12.08%) Data Visualisation
11 42 (11.80%) Microservices
11 42 (11.80%) Open Source
11 42 (11.80%) TDD
12 41 (11.52%) Project Management
13 39 (10.96%) OOP
14 38 (10.67%) Sentiment Analysis
15 36 (10.11%) User Stories
16 34 (9.55%) Front End Development
Programming Languages
1 224 (62.92%) Java
2 138 (38.76%) Python
3 118 (33.15%) SQL
4 100 (28.09%) JavaScript
5 81 (22.75%) R
6 56 (15.73%) C#
7 33 (9.27%) C++
8 32 (8.99%) Clojure
9 31 (8.71%) Scala
10 27 (7.58%) Bash Shell
11 24 (6.74%) MATLAB
12 23 (6.46%) Cypher
12 23 (6.46%) VBA
13 22 (6.18%) Perl
14 16 (4.49%) Ruby
15 14 (3.93%) C
16 7 (1.97%) Shell Script
17 5 (1.40%) PL/SQL
17 5 (1.40%) SPARQL
18 4 (1.12%) PHP
Qualifications
1 111 (31.18%) Degree
2 89 (25.00%) PhD
3 4 (1.12%) Postgraduate
Quality Assurance & Compliance
1 10 (2.81%) QA
2 6 (1.69%) Data Quality
2 6 (1.69%) SNOMED CT
3 2 (0.56%) WAI
System Software
1 23 (6.46%) Virtual Machines
1 23 (6.46%) VirtualBox
2 10 (2.81%) Docker
3 5 (1.40%) HDFS
4 3 (0.84%) Apache ZooKeeper
Systems Management
1 5 (1.40%) Ansible
2 4 (1.12%) Puppet
3 3 (0.84%) Opscode Chef
4 1 (0.28%) Hadoop YARN
Vendors
1 14 (3.93%) Salesforce.com
2 8 (2.25%) IBM
2 8 (2.25%) Remedy
3 6 (1.69%) SAP
4 5 (1.40%) Apple
5 3 (0.84%) Oracle
6 2 (0.56%) Tableau
7 1 (0.28%) Cognizant
7 1 (0.28%) Google
7 1 (0.28%) Intel
7 1 (0.28%) MapR
7 1 (0.28%) MEDITECH
7 1 (0.28%) Microsoft
7 1 (0.28%) Red Hat
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE
Posted: 1 hour ago
London
Client Server
Posted: 17 hours ago
Oxfordshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 23 hours ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 3 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: Yesterday
Bristol, Avon
Ability Resourcing
Salary: £50000 - £62000 per annum + Options (Early Stage)
Posted: 3 days ago
City, London
Client Server
Salary: £55k to £70k
Posted: 5 days ago
London
Recruitment Genius Ltd
Salary: £75000 - £80000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
Imperative People
Salary: £40000 - £50000 per annum + excellent bens package
Posted: 2 days ago
London
Client Server
Salary: £55k to £70k
Posted: 6 days ago
Ruislip, Middlesex
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £50,000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
Imperative People
Salary: £40000 - £50000 per annum + excellent bens package
Posted: 2 days ago
Cambridge, Cambridgeshire
Informatiq Consulting
Salary: £45000 - £50000 per annum + Bens
Posted: Yesterday
London
First Utility
Posted: 27 days ago
Coventry, West Midlands (County)
First Utility
Salary: Competitive
Posted: 27 days ago