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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Natural Language Processing
UK / England
Rank 719 780 837
Rank change year-on-year
+61 +57
Permanent jobs citing Natural Language Processing 108 135 77
As % of all permanent IT jobs located in England 0.14% 0.14% 0.079%
As % of the Libraries, Frameworks & Software Standards category 0.35% 0.38% 0.21%
Number of salaries quoted 98 110 71
Median salary £52,500 £58,000 £60,000
Median salary % change year-on-year
-9.48% -3.33%
90% offered a salary of more than £40,000 £40,500 £37,500
10% offered a salary of more than £86,500 £85,000 £70,000
UK excluding London median salary £42,500 £57,500 £47,500
% change year-on-year
-26.08% +21.05%

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
30769 35746 36620
As % of all permanent IT jobs located in England 39.56% 38.34% 37.34%
Number of salaries quoted 26762 31111 31728
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +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 21 January 2017.

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 21 January 2017. 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 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 +65 59 £60,000 -7.69% 10
East of England +16 16 £47,500 +11.11% 3
South West +31 15 £40,000 -5.88% 3
South East +29 10 £63,750 +2.00% 4
West Midlands - 7 £42,500 -
North West -14 1 £35,000 -17.58% 1
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 21 January 2017, 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.

1 120 (55.56%) Machine Learning
2 106 (49.07%) Java
3 100 (46.30%) Agile Software Development
4 98 (45.37%) Artificial Intelligence
5 91 (42.13%) Python
6 86 (39.81%) Software Engineering
7 77 (35.65%) Degree
8 75 (34.72%) Big Data
9 67 (31.02%) NoSQL
10 63 (29.17%) Analytics
10 63 (29.17%) Computer Science
11 61 (28.24%) TDD
12 60 (27.78%) Git (software)
13 58 (26.85%) JavaScript
14 57 (26.39%) SQL
14 57 (26.39%) Continuous Integration
15 52 (24.07%) RESTful
16 50 (23.15%) Algorithms
17 47 (21.76%) MongoDB
18 45 (20.83%) Visualisation
19 41 (18.98%) PhD
20 38 (17.59%) Data Mining
21 34 (15.74%) Linux
22 33 (15.28%) Data Analysis
22 33 (15.28%) React
23 32 (14.81%) Finance
24 31 (14.35%) R
25 30 (13.89%) HTML
25 30 (13.89%) Spring
25 30 (13.89%) Mathematics

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 24 (11.11%) Apache Spark
2 20 (9.26%) Elasticsearch
3 18 (8.33%) Apache
4 16 (7.41%) Apache Solr
5 11 (5.09%) Apache Pig
6 10 (4.63%) SAS
7 9 (4.17%) Tomcat
8 6 (2.78%) Jetty
8 6 (2.78%) nginx
9 4 (1.85%) NServiceBus
10 3 (1.39%) Drupal
10 3 (1.39%) Tornado
11 1 (0.46%) CMS
11 1 (0.46%) WordPress
Applications
1 7 (3.24%) SPSS
2 4 (1.85%) S-PLUS
2 4 (1.85%) Stata
3 2 (0.93%) Chatbot
3 2 (0.93%) CPLEX
3 2 (0.93%) MS Excel
4 1 (0.46%) Gephi
Cloud Services
1 23 (10.65%) Amazon AWS
2 8 (3.70%) GitHub
3 6 (2.78%) Amazon EC2
3 6 (2.78%) Amazon EMR
3 6 (2.78%) Amazon S3
4 2 (0.93%) SaaS
5 1 (0.46%) Google Analytics
5 1 (0.46%) Google Tag Manager
5 1 (0.46%) Heroku
5 1 (0.46%) Microsoft Azure
Communications & Networking
1 4 (1.85%) HTTP
1 4 (1.85%) Internet
2 3 (1.39%) Firewall
2 3 (1.39%) Intrusion Detection
3 1 (0.46%) HTTPS
3 1 (0.46%) LAN
3 1 (0.46%) WAN
Database & Business Intelligence
1 75 (34.72%) Big Data
2 67 (31.02%) NoSQL
3 47 (21.76%) MongoDB
4 38 (17.59%) Data Mining
5 23 (10.65%) PostgreSQL
6 21 (9.72%) Apache Cassandra
7 20 (9.26%) Hadoop
8 19 (8.80%) Neo4j
9 16 (7.41%) SQL Server
10 14 (6.48%) MySQL
11 12 (5.56%) Apache Hive
12 9 (4.17%) Relational Database
13 8 (3.70%) SQL Server 2012
14 7 (3.24%) Impala
14 7 (3.24%) Mahout
15 6 (2.78%) Triplestore
16 5 (2.31%) Text Mining
17 4 (1.85%) HBase
17 4 (1.85%) RDBMS
18 2 (0.93%) Spark SQL
Development Applications
1 60 (27.78%) Git (software)
2 29 (13.43%) Jenkins
3 16 (7.41%) Subversion
4 8 (3.70%) Bitbucket
4 8 (3.70%) JIRA
4 8 (3.70%) NUnit
5 6 (2.78%) Gradle
5 6 (2.78%) Maven
5 6 (2.78%) Selenium
5 6 (2.78%) Vagrant
5 6 (2.78%) Yeoman
6 4 (1.85%) Grunt
6 4 (1.85%) gulp
6 4 (1.85%) Jasmine
6 4 (1.85%) Karma Test Runner
6 4 (1.85%) PhantomJS
6 4 (1.85%) Protractor
7 3 (1.39%) Team Foundation Server
8 1 (0.46%) Atlassian Bamboo
8 1 (0.46%) TeamCity
General
1 32 (14.81%) Finance
2 14 (6.48%) Games
2 14 (6.48%) Publishing
2 14 (6.48%) Retail
3 13 (6.02%) Back Office
3 13 (6.02%) Banking
4 11 (5.09%) Marketing
5 10 (4.63%) Manufacturing
5 10 (4.63%) Telecoms
6 8 (3.70%) Legal
7 5 (2.31%) Law
8 2 (0.93%) Front Office
8 2 (0.93%) Multimedia
9 1 (0.46%) Advertising
9 1 (0.46%) Investment Banking
Job Titles
1 105 (48.61%) Developer
2 58 (26.85%) Java Developer
3 47 (21.76%) Data Scientist
4 36 (16.67%) Software Engineer
5 30 (13.89%) Java Engineer
6 21 (9.72%) Senior Data Scientist
7 19 (8.80%) Python Software Engineer
8 14 (6.48%) Agile Developer
8 14 (6.48%) Senior Software Engineer
9 13 (6.02%) Agile Java Developer
10 12 (5.56%) Java Software Developer
10 12 (5.56%) Java Software Engineer
10 12 (5.56%) PHP Developer
10 12 (5.56%) Software Developer
11 11 (5.09%) Artificial Intelligence Developer
11 11 (5.09%) JavaScript Developer
11 11 (5.09%) Machine Learning Engineer
12 10 (4.63%) Full Stack Developer
12 10 (4.63%) Machine Learning Developer
13 9 (4.17%) C# Developer
Libraries, Frameworks & Software Standards
1 52 (24.07%) RESTful
2 33 (15.28%) React
3 30 (13.89%) HTML
3 30 (13.89%) Spring
4 27 (12.50%) CSS
4 27 (12.50%) Web Services
5 24 (11.11%) Node.js
6 23 (10.65%) HTML5
7 17 (7.87%) Apache CXF
7 17 (7.87%) Django
7 17 (7.87%) Flask
8 16 (7.41%) AngularJS
9 15 (6.94%) .NET
10 13 (6.02%) ASP.NET
10 13 (6.02%) XML
11 12 (5.56%) D3.js
11 12 (5.56%) KnockoutJS
12 11 (5.09%) jQuery
13 10 (4.63%) Symfony
14 9 (4.17%) scikit-learn
Miscellaneous
1 98 (45.37%) Artificial Intelligence
2 63 (29.17%) Computer Science
3 50 (23.15%) Algorithms
4 45 (20.83%) Visualisation
5 30 (13.89%) Mathematics
6 29 (13.43%) Analytical Skills
7 24 (11.11%) Ontologies
8 21 (9.72%) Statistics
9 17 (7.87%) User Experience
10 13 (6.02%) BBC
11 11 (5.09%) Neural Network
12 10 (4.63%) Mobile App
13 9 (4.17%) Economics
13 9 (4.17%) Semantic Web
14 8 (3.70%) Fintech
14 8 (3.70%) Social Media
15 7 (3.24%) Applied Mathematics
16 6 (2.78%) Data Structures
17 5 (2.31%) Informatics
17 5 (2.31%) Physics
Operating Systems
1 34 (15.74%) Linux
2 13 (6.02%) Windows
3 8 (3.70%) Unix
4 6 (2.78%) Android
4 6 (2.78%) Apple iOS
5 2 (0.93%) Windows Server
6 1 (0.46%) Ubuntu
Processes & Methodologies
1 120 (55.56%) Machine Learning
2 100 (46.30%) Agile Software Development
3 86 (39.81%) Software Engineering
4 63 (29.17%) Analytics
5 61 (28.24%) TDD
6 57 (26.39%) Continuous Integration
7 33 (15.28%) Data Analysis
8 29 (13.43%) DevOps
9 27 (12.50%) CRM
10 25 (11.57%) Scrum
11 23 (10.65%) Mentoring
11 23 (10.65%) OO
11 23 (10.65%) Unit Testing
11 23 (10.65%) User Stories
12 22 (10.19%) Data Visualisation
12 22 (10.19%) Microservices
12 22 (10.19%) Speech Recognition
13 20 (9.26%) Data Analytics
13 20 (9.26%) Open Source
14 17 (7.87%) BDD
Programming Languages
1 106 (49.07%) Java
2 91 (42.13%) Python
3 58 (26.85%) JavaScript
4 57 (26.39%) SQL
5 31 (14.35%) R
6 22 (10.19%) Scala
7 20 (9.26%) C++
8 18 (8.33%) C#
9 16 (7.41%) PHP
10 13 (6.02%) Bash Shell
11 11 (5.09%) Clojure
12 10 (4.63%) Perl
13 7 (3.24%) C
13 7 (3.24%) Lua
13 7 (3.24%) MATLAB
14 6 (2.78%) Cypher
14 6 (2.78%) SPARQL
14 6 (2.78%) VBA
15 5 (2.31%) Ruby
16 4 (1.85%) XPath
Qualifications
1 77 (35.65%) Degree
2 41 (18.98%) PhD
3 4 (1.85%) Postgraduate
Quality Assurance & Compliance
1 3 (1.39%) HIPAA
1 3 (1.39%) ISO/IEC 27001
2 1 (0.46%) QA
System Software
1 17 (7.87%) Docker
2 6 (2.78%) Virtual Machines
2 6 (2.78%) VirtualBox
3 3 (1.39%) HDFS
4 1 (0.46%) VMware Infrastructure
4 1 (0.46%) Xen
Systems Management
1 3 (1.39%) Ansible
2 2 (0.93%) Kubernetes
2 2 (0.93%) Opscode Chef
2 2 (0.93%) Puppet
3 1 (0.46%) Salt
Vendors
1 15 (6.94%) Salesforce.com
2 7 (3.24%) IBM
3 6 (2.78%) Google
4 4 (1.85%) MEDITECH
5 2 (0.93%) Alteryx
5 2 (0.93%) Microsoft
5 2 (0.93%) Splunk
5 2 (0.93%) Sun
6 1 (0.46%) MapR
6 1 (0.46%) Rackspace
6 1 (0.46%) SaltStack
6 1 (0.46%) Tableau
6 1 (0.46%) VMware
London
Client Server
Salary: £75000 - £90000 per annum + benefits
Posted: 2 days ago
South East London
Understanding Recruitment
Salary: £60000 - £70000 per annum + bens + share options
Posted: 4 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 6 days ago
Poole, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £50000 per annum + Benefits & Bonus
Posted: 3 days ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent bens
Posted: 5 days ago
West London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens & bonus
Posted: 6 days ago
London
Colston Consulting
Salary: £60000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 4 days ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £55000 Per Annum + benfits
Posted: 5 days ago
Old Street, London
Network Compucare
Salary: £50,000 - £75,000 per year
Posted: 6 days ago
Central London / West End
Client Server
Salary: £45k to £55k + benefits
Posted: 3 days ago
City, London
Accenture
Salary: £28,000 per annum
Posted: 2 days ago
Manchester, Lancashire
Accenture
Posted: 2 days ago
Oxford, Oxfordshire
Client Server
Salary: £60k to £70k + share options
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 12 days ago
City of London
Hays London City Cheapside
Posted: 11 days ago
London
Client Server
Salary: £75k to £90k + benefits
Posted: 10 days ago
Poole
Hays Specialist Recruitment Ltd
Salary: £25000 - £50000 per annum + Bonus + Bens
Posted: 17 days ago
Oxford
Client Server
Salary: £55k to £70k + share options
Posted: 10 days ago
Oxford
Client Server
Salary: £55k to £70k + share options
Posted: 17 days ago