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

3 months to
26 May 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 731 832 743
Rank change year-on-year
+101 -89
Permanent jobs citing Natural Language Processing 177 102 227
As % of all permanent IT jobs located in England 0.19% 0.10% 0.21%
As % of the Libraries, Frameworks & Software Standards category 0.50% 0.27% 0.51%
Number of salaries quoted 161 82 215
Median salary £57,500 £65,000 £47,500
Median salary % change year-on-year
-11.53% +36.84%
90% offered a salary of more than £40,000 £40,000 £35,000
10% offered a salary of more than £85,000 £80,000 £73,000
UK excluding London median salary £53,500 £52,500 £47,500
% change year-on-year
+1.90% +10.52%
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
35545 38247 44411
As % of all permanent IT jobs located in England 38.65% 38.29% 40.40%
Number of salaries quoted 31109 32922 38179
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £65,000 £65,000
UK excluding London median salary £42,000 £40,000 £40,000
% change year-on-year
+5.00% -

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 26 May 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 26 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
London +44 114 £57,500 -14.81% 15
South East - 34 £62,500 - 5
East of England +44 17 £40,500 -1.81% 3
South West - 7 £42,500 - 1
North West - 1 £35,000 -
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 26 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 England region with a requirement for Natural Language Processing.

1 190 (66.43%) Java
2 171 (59.79%) Machine Learning
3 140 (48.95%) Python
4 128 (44.76%) Computer Science
4 128 (44.76%) Big Data
5 123 (43.01%) Degree
6 111 (38.81%) Analytics
7 95 (33.22%) Algorithms
8 86 (30.07%) PhD
9 82 (28.67%) Data Mining
10 78 (27.27%) JavaScript
10 78 (27.27%) Agile Software Development
10 78 (27.27%) R
11 72 (25.17%) Artificial Intelligence
12 66 (23.08%) Apache Spark
13 62 (21.68%) NoSQL
13 62 (21.68%) SQL
14 61 (21.33%) Hadoop
15 58 (20.28%) Analytical Skills
15 58 (20.28%) Data Analysis
16 56 (19.58%) Visualisation
17 55 (19.23%) Finance
18 53 (18.53%) Data Analytics
19 52 (18.18%) Statistics
20 51 (17.83%) Mathematics
21 50 (17.48%) C++
22 48 (16.78%) HTML
23 47 (16.43%) Scala
24 46 (16.08%) CSS
25 45 (15.73%) Git (software)

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 66 (23.08%) Apache Spark
2 35 (12.24%) Apache
3 34 (11.89%) Apache Pig
4 17 (5.94%) Elasticsearch
5 16 (5.59%) Node.js
6 7 (2.45%) NServiceBus
6 7 (2.45%) SAS
7 6 (2.10%) Apache Solr
7 6 (2.10%) Tomcat
8 5 (1.75%) Jetty
8 5 (1.75%) nginx
9 1 (0.35%) JBoss
9 1 (0.35%) WebLogic
Applications
1 6 (2.10%) Gephi
2 5 (1.75%) GNU Octave
2 5 (1.75%) Mathematica
3 3 (1.05%) MS Excel
4 2 (0.70%) SPSS
Business Applications
1 5 (1.75%) SAP Oil and Gas
Cloud Services
1 36 (12.59%) Amazon AWS
2 19 (6.64%) Amazon EC2
3 18 (6.29%) Amazon S3
4 17 (5.94%) Amazon EMR
5 16 (5.59%) GitHub
6 2 (0.70%) Cloud Computing
7 1 (0.35%) PaaS
Communications & Networking
1 7 (2.45%) Internet
2 6 (2.10%) HTTP
3 3 (1.05%) Firewall
4 2 (0.70%) Wireshark
5 1 (0.35%) AMQP
5 1 (0.35%) Intrusion Detection
5 1 (0.35%) TCP/IP
5 1 (0.35%) VPN
Database & Business Intelligence
1 128 (44.76%) Big Data
2 82 (28.67%) Data Mining
3 62 (21.68%) NoSQL
4 61 (21.33%) Hadoop
5 39 (13.64%) Apache Hive
6 31 (10.84%) SQL Server
7 30 (10.49%) MongoDB
8 27 (9.44%) Neo4j
8 27 (9.44%) PostgreSQL
9 20 (6.99%) Mahout
10 19 (6.64%) Relational Database
11 18 (6.29%) SQL Server 2012
12 17 (5.94%) Impala
13 16 (5.59%) Text Mining
14 14 (4.90%) Apache Cassandra
15 8 (2.80%) RDBMS
16 7 (2.45%) HBase
16 7 (2.45%) MySQL
17 6 (2.10%) Electronic Patient Records
18 5 (1.75%) Triplestore
Development Applications
1 45 (15.73%) Git (software)
2 19 (6.64%) Jenkins
2 19 (6.64%) JIRA
3 18 (6.29%) Bitbucket
3 18 (6.29%) NUnit
3 18 (6.29%) Vagrant
4 17 (5.94%) Yeoman
5 16 (5.59%) Maven
6 11 (3.85%) Subversion
7 7 (2.45%) PhantomJS
7 7 (2.45%) Selenium
8 6 (2.10%) Fiddler
8 6 (2.10%) Mercurial
9 3 (1.05%) Gradle
10 2 (0.70%) TeamCity
10 2 (0.70%) Travis CI
11 1 (0.35%) IntelliJ
11 1 (0.35%) Jasmine
11 1 (0.35%) JUnit
11 1 (0.35%) Mocha
General
1 55 (19.23%) Finance
2 14 (4.90%) Banking
2 14 (4.90%) Telecoms
3 13 (4.55%) Manufacturing
4 11 (3.85%) Games
4 11 (3.85%) Retail
5 10 (3.50%) Marketing
6 7 (2.45%) Pharmaceutical
7 5 (1.75%) Financial Institution
7 5 (1.75%) Front Office
7 5 (1.75%) Law
8 4 (1.40%) Publishing
9 2 (0.70%) Advertising
9 2 (0.70%) German Language
Job Titles
1 82 (28.67%) Developer
2 61 (21.33%) Data Scientist
3 37 (12.94%) Java Developer
4 25 (8.74%) Architect
5 22 (7.69%) Full Stack Developer
5 22 (7.69%) Senior Developer
6 20 (6.99%) JavaScript Developer
7 18 (6.29%) Java Engineer
8 17 (5.94%) Senior Java Developer
9 16 (5.59%) C# Developer
9 16 (5.59%) Data Engineer
9 16 (5.59%) Machine Learning Engineer
9 16 (5.59%) Senior Data Scientist
10 14 (4.90%) Consultant
10 14 (4.90%) Software Engineer
11 12 (4.20%) Analytics Consultant
11 12 (4.20%) Data Architect
11 12 (4.20%) Machine Learning Developer
12 10 (3.50%) Data Consultant
12 10 (3.50%) Solutions Architect
Libraries, Frameworks & Software Standards
1 48 (16.78%) HTML
2 46 (16.08%) CSS
3 41 (14.34%) HTML5
4 39 (13.64%) Spring
5 35 (12.24%) .NET
6 34 (11.89%) D3.js
7 32 (11.19%) Web Services
8 28 (9.79%) CSS3
9 27 (9.44%) AngularJS
9 27 (9.44%) jQuery
9 27 (9.44%) SciPy
10 26 (9.09%) ASP.NET
11 25 (8.74%) KnockoutJS
12 23 (8.04%) Pandas
13 22 (7.69%) scikit-learn
14 19 (6.64%) Twitter Bootstrap
15 18 (6.29%) Ajax
16 17 (5.94%) Cascalog
17 14 (4.90%) Apache CXF
18 13 (4.55%) RESTful
Miscellaneous
1 128 (44.76%) Computer Science
2 95 (33.22%) Algorithms
3 72 (25.17%) Artificial Intelligence
4 58 (20.28%) Analytical Skills
5 56 (19.58%) Visualisation
6 52 (18.18%) Statistics
7 51 (17.83%) Mathematics
8 27 (9.44%) Neural Network
9 23 (8.04%) Ontologies
10 21 (7.34%) Physics
11 19 (6.64%) Clustering
12 15 (5.24%) Life Science
13 12 (4.20%) Social Media
14 10 (3.50%) Data Structures
15 9 (3.15%) Social Network
16 8 (2.80%) Fintech
17 7 (2.45%) Informatics
18 6 (2.10%) Hedge funds
18 6 (2.10%) Mobile App
19 5 (1.75%) User Experience
Operating Systems
1 23 (8.04%) Linux
2 9 (3.15%) Unix
3 4 (1.40%) Ubuntu
4 3 (1.05%) Windows
5 2 (0.70%) Android
5 2 (0.70%) Apple iOS
5 2 (0.70%) CentOS
5 2 (0.70%) Debian
6 1 (0.35%) Mac OS X
6 1 (0.35%) Red Hat Enterprise Linux
6 1 (0.35%) Windows Server
Processes & Methodologies
1 171 (59.79%) Machine Learning
2 111 (38.81%) Analytics
3 78 (27.27%) Agile Software Development
4 58 (20.28%) Data Analysis
5 53 (18.53%) Data Analytics
6 43 (15.03%) Information Retrieval
7 41 (14.34%) Open Source
8 39 (13.64%) Software Engineering
9 36 (12.59%) Data Visualisation
10 35 (12.24%) Unit Testing
11 30 (10.49%) Continuous Integration
12 28 (9.79%) Statistical Analysis
13 26 (9.09%) MVC
14 25 (8.74%) Data Modelling
14 25 (8.74%) MapReduce
15 24 (8.39%) Scrum
16 22 (7.69%) Front End Development
16 22 (7.69%) Project Management
17 21 (7.34%) Mentoring
18 19 (6.64%) Time Series Analysis
Programming Languages
1 190 (66.43%) Java
2 140 (48.95%) Python
3 78 (27.27%) JavaScript
3 78 (27.27%) R
4 62 (21.68%) SQL
5 50 (17.48%) C++
6 47 (16.43%) Scala
7 38 (13.29%) C#
8 30 (10.49%) Perl
9 26 (9.09%) MATLAB
10 25 (8.74%) Clojure
11 23 (8.04%) Bash Shell
12 17 (5.94%) VBA
13 15 (5.24%) Ruby
14 14 (4.90%) C
15 6 (2.10%) Shell Script
16 5 (1.75%) COBOL
17 4 (1.40%) Haskell
18 3 (1.05%) Lua
18 3 (1.05%) SPARQL
Qualifications
1 123 (43.01%) Degree
2 86 (30.07%) PhD
3 6 (2.10%) Postgraduate
4 2 (0.70%) SC Cleared
4 2 (0.70%) Security Cleared
Quality Assurance & Compliance
1 7 (2.45%) QA
2 6 (2.10%) SNOMED CT
3 5 (1.75%) Data Quality
4 2 (0.70%) WAI
5 1 (0.35%) HIPAA
5 1 (0.35%) ISO/IEC 27001
System Software
1 17 (5.94%) VirtualBox
2 3 (1.05%) Apache ZooKeeper
2 3 (1.05%) HDFS
3 2 (0.70%) iptables
3 2 (0.70%) VMware Infrastructure
3 2 (0.70%) Xen
4 1 (0.35%) Docker
Systems Management
1 8 (2.80%) Ansible
2 7 (2.45%) Opscode Chef
3 6 (2.10%) Puppet
4 3 (1.05%) Hadoop YARN
5 2 (0.70%) Icinga
5 2 (0.70%) Kibana
5 2 (0.70%) Nagios
5 2 (0.70%) Salt
5 2 (0.70%) ZABBIX
6 1 (0.35%) Kubernetes
Vendors
1 7 (2.45%) Microsoft
1 7 (2.45%) Remedy
2 6 (2.10%) SAP
3 5 (1.75%) IBM
4 4 (1.40%) Oracle
5 3 (1.05%) Tableau
6 2 (0.70%) Bloomberg
6 2 (0.70%) VMware
7 1 (0.35%) Facebook
7 1 (0.35%) Intel
7 1 (0.35%) Red Hat
7 1 (0.35%) Twitter
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Haybrook IT Resourcing Ltd
Salary: £68,000 per annum + comprehensive benefits package
Posted: 14 hours ago
Norwich, Norfolk
i4 Recruitment
Salary: package
Posted: Yesterday
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £60000 - £100000 per annum + benefits
Posted: Yesterday
London
Capita Resourcing - IT Resourcing
Salary: £60000 - £100000 per annum + Equity shares
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 2 days ago
City, London
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Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: 11 hours ago
London
Enterprise Technology
Salary: £70k - 100k per year
Posted: 4 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
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Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum + comprehensive benefits package
Posted: 6 days ago
Ruislip, Middlesex
Exposed Solutions
Salary: £30000 - £40000 per annum
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Polecat
Posted: 7 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40 - 60k DOE + Bonus, 25 days and more
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Talent Point
Salary: £50000.00 - £60000.00 per annum
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Salary: Negotiable depending on experience
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CBS Butler
Salary: £70,000 - £75,000 per year
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