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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 766 774 873
Rank change year-on-year
+8 +99
Permanent jobs citing Natural Language Processing 90 156 88
As % of all permanent IT jobs located in England 0.11% 0.16% 0.082%
As % of the Libraries, Frameworks & Software Standards category 0.27% 0.40% 0.22%
Number of salaries quoted 77 123 80
Median salary £50,000 £62,500 £57,500
Median salary % change year-on-year
-20.00% +8.69%
90% offered a salary of more than £40,000 £40,500 £40,000
10% offered a salary of more than £82,000 £85,000 £70,000
UK excluding London median salary £40,000 £52,500 £47,500
% change year-on-year
-23.80% +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
32780 38831 39911
As % of all permanent IT jobs located in England 39.10% 38.63% 36.99%
Number of salaries quoted 28514 33561 34497
Median salary £46,614 £45,000 £42,500
Median salary % change year-on-year
+3.58% +5.88%
90% offered a salary of more than £32,000 £30,500 £30,000
10% offered a salary of more than £70,000 £62,500 £67,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 3 December 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 3 December 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 +69 69 £57,500 -14.81% 7
East of England +22 13 £45,000 +11.11% 2
South West +4 5 £40,000 -11.11% 1
North West -18 2 £27,500 -15.38% 1
South East +16 1 £92,500 +48.00%
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 3 December 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.

1 131 (50.19%) Java
2 130 (49.81%) Machine Learning
3 114 (43.68%) Agile Software Development
4 113 (43.30%) Artificial Intelligence
5 102 (39.08%) Python
6 92 (35.25%) Big Data
6 92 (35.25%) Analytics
7 85 (32.57%) Software Engineering
8 78 (29.89%) SQL
9 76 (29.12%) Degree
9 76 (29.12%) Computer Science
10 75 (28.74%) Algorithms
11 68 (26.05%) JavaScript
12 64 (24.52%) PhD
13 63 (24.14%) Git (software)
14 60 (22.99%) Visualisation
15 49 (18.77%) HTML
15 49 (18.77%) Analytical Skills
16 47 (18.01%) NoSQL
16 47 (18.01%) Continuous Integration
17 46 (17.62%) Data Analysis
18 45 (17.24%) TDD
18 45 (17.24%) CSS
19 43 (16.48%) R
20 40 (15.33%) Data Analytics
21 39 (14.94%) HTML5
21 39 (14.94%) Scrum
22 38 (14.56%) Finance
22 38 (14.56%) C#
22 38 (14.56%) MongoDB

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 30 (11.49%) Apache Spark
2 19 (7.28%) Elasticsearch
3 16 (6.13%) Apache
3 16 (6.13%) Apache Pig
4 12 (4.60%) SAS
5 11 (4.21%) Apache Solr
6 6 (2.30%) NServiceBus
7 3 (1.15%) Drupal
7 3 (1.15%) Tomcat
8 1 (0.38%) CMS
8 1 (0.38%) Tornado
8 1 (0.38%) WordPress
Applications
1 6 (2.30%) SPSS
2 3 (1.15%) S-PLUS
2 3 (1.15%) Stata
3 2 (0.77%) Chatbot
3 2 (0.77%) CPLEX
3 2 (0.77%) MS Excel
4 1 (0.38%) Gephi
Cloud Services
1 24 (9.20%) GitHub
2 21 (8.05%) Amazon AWS
3 13 (4.98%) Amazon EC2
3 13 (4.98%) Amazon EMR
3 13 (4.98%) Amazon S3
4 2 (0.77%) SaaS
5 1 (0.38%) Google Analytics
5 1 (0.38%) Google Tag Manager
Communications & Networking
1 6 (2.30%) Internet
2 4 (1.53%) HTTP
3 3 (1.15%) Firewall
3 3 (1.15%) Intrusion Detection
4 2 (0.77%) LAN
4 2 (0.77%) WAN
5 1 (0.38%) HTTPS
Database & Business Intelligence
1 92 (35.25%) Big Data
2 47 (18.01%) NoSQL
3 38 (14.56%) MongoDB
4 33 (12.64%) Hadoop
4 33 (12.64%) SQL Server
5 32 (12.26%) Data Mining
6 30 (11.49%) Neo4j
7 26 (9.96%) PostgreSQL
8 24 (9.20%) SQL Server 2012
9 19 (7.28%) Apache Hive
10 18 (6.90%) Apache Cassandra
11 13 (4.98%) Impala
11 13 (4.98%) Mahout
12 12 (4.60%) Triplestore
13 11 (4.21%) MySQL
13 11 (4.21%) Relational Database
14 8 (3.07%) Text Mining
15 5 (1.92%) OrientDB
16 3 (1.15%) HBase
16 3 (1.15%) RDBMS
Development Applications
1 63 (24.14%) Git (software)
2 33 (12.64%) Jenkins
3 29 (11.11%) JIRA
4 24 (9.20%) Bitbucket
4 24 (9.20%) NUnit
5 13 (4.98%) Vagrant
5 13 (4.98%) Yeoman
6 8 (3.07%) Subversion
7 7 (2.68%) Maven
8 6 (2.30%) PhantomJS
8 6 (2.30%) Selenium
9 5 (1.92%) IntelliJ
9 5 (1.92%) JUnit
10 4 (1.53%) Grunt
10 4 (1.53%) gulp
10 4 (1.53%) Jasmine
10 4 (1.53%) Karma Test Runner
10 4 (1.53%) Protractor
11 3 (1.15%) Team Foundation Server
12 1 (0.38%) Atlassian Bamboo
General
1 38 (14.56%) Finance
2 23 (8.81%) Publishing
3 21 (8.05%) Retail
4 17 (6.51%) Banking
5 16 (6.13%) Marketing
6 14 (5.36%) Manufacturing
6 14 (5.36%) Telecoms
7 12 (4.60%) Games
8 10 (3.83%) Back Office
9 2 (0.77%) Front Office
9 2 (0.77%) Multimedia
10 1 (0.38%) Advertising
10 1 (0.38%) Investment Banking
10 1 (0.38%) Law
10 1 (0.38%) Legal
Job Titles
1 108 (41.38%) Developer
2 54 (20.69%) Data Scientist
3 51 (19.54%) Java Developer
4 44 (16.86%) Software Engineer
5 31 (11.88%) Java Engineer
6 24 (9.20%) Full Stack Developer
7 23 (8.81%) Senior Data Scientist
8 22 (8.43%) Java Software Engineer
9 19 (7.28%) Java Software Developer
10 18 (6.90%) Architect
10 18 (6.90%) JavaScript Developer
11 16 (6.13%) Data Architect
12 15 (5.75%) C# Developer
12 15 (5.75%) Machine Learning Engineer
13 13 (4.98%) Senior Manager
14 12 (4.60%) Data Engineer
14 12 (4.60%) Python Software Engineer
15 11 (4.21%) Developer/Software Engineer
15 11 (4.21%) Senior Software Engineer
15 11 (4.21%) TOGAF Architect
Libraries, Frameworks & Software Standards
1 49 (18.77%) HTML
2 45 (17.24%) CSS
3 39 (14.94%) HTML5
4 37 (14.18%) React
4 37 (14.18%) Spring
5 33 (12.64%) RESTful
6 32 (12.26%) .NET
7 31 (11.88%) ASP.NET
8 30 (11.49%) KnockoutJS
9 29 (11.11%) AngularJS
9 29 (11.11%) Web Services
10 27 (10.34%) jQuery
11 24 (9.20%) Ajax
11 24 (9.20%) CSS3
11 24 (9.20%) Twitter Bootstrap
12 23 (8.81%) Node.js
13 21 (8.05%) D3.js
14 16 (6.13%) Apache CXF
14 16 (6.13%) XML
15 15 (5.75%) SciPy
Miscellaneous
1 113 (43.30%) Artificial Intelligence
2 76 (29.12%) Computer Science
3 75 (28.74%) Algorithms
4 60 (22.99%) Visualisation
5 49 (18.77%) Analytical Skills
6 36 (13.79%) Mathematics
7 29 (11.11%) Ontologies
8 26 (9.96%) Statistics
9 17 (6.51%) User Experience
10 16 (6.13%) Neural Network
11 14 (5.36%) Social Media
12 12 (4.60%) Clustering
13 11 (4.21%) BBC
13 11 (4.21%) Fintech
14 9 (3.45%) Semantic Web
14 9 (3.45%) Social Network
15 8 (3.07%) Life Science
15 8 (3.07%) Linked Data
16 7 (2.68%) Applied Mathematics
16 7 (2.68%) Physics
Operating Systems
1 20 (7.66%) Linux
2 12 (4.60%) Windows
3 10 (3.83%) Android
3 10 (3.83%) Apple iOS
3 10 (3.83%) Unix
4 2 (0.77%) Windows Server
5 1 (0.38%) Mac OS
Processes & Methodologies
1 130 (49.81%) Machine Learning
2 114 (43.68%) Agile Software Development
3 92 (35.25%) Analytics
4 85 (32.57%) Software Engineering
5 47 (18.01%) Continuous Integration
6 46 (17.62%) Data Analysis
7 45 (17.24%) TDD
8 40 (15.33%) Data Analytics
9 39 (14.94%) Scrum
10 33 (12.64%) Information Retrieval
11 32 (12.26%) Microservices
11 32 (12.26%) MVC
12 30 (11.49%) Data Visualisation
13 29 (11.11%) Unit Testing
14 28 (10.73%) User Stories
15 26 (9.96%) Sentiment Analysis
16 25 (9.58%) OOP
17 24 (9.20%) Front End Development
17 24 (9.20%) Multithreading
18 23 (8.81%) Operations Research
Programming Languages
1 131 (50.19%) Java
2 102 (39.08%) Python
3 78 (29.89%) SQL
4 68 (26.05%) JavaScript
5 43 (16.48%) R
6 38 (14.56%) C#
7 20 (7.66%) C++
8 19 (7.28%) Clojure
9 17 (6.51%) Scala
10 16 (6.13%) Bash Shell
11 15 (5.75%) PHP
12 13 (4.98%) Cypher
12 13 (4.98%) VBA
13 10 (3.83%) Perl
14 9 (3.45%) SPARQL
15 8 (3.07%) MATLAB
16 6 (2.30%) C
16 6 (2.30%) Lua
17 5 (1.92%) PL/SQL
17 5 (1.92%) Ruby
Qualifications
1 76 (29.12%) Degree
2 64 (24.52%) PhD
3 4 (1.53%) Postgraduate
Quality Assurance & Compliance
1 4 (1.53%) QA
2 3 (1.15%) HIPAA
2 3 (1.15%) ISO/IEC 27001
3 2 (0.77%) SNOMED CT
4 1 (0.38%) Data Quality
System Software
1 13 (4.98%) Virtual Machines
1 13 (4.98%) VirtualBox
2 12 (4.60%) Docker
3 3 (1.15%) HDFS
4 1 (0.38%) VMware Infrastructure
4 1 (0.38%) Xen
Systems Management
1 2 (0.77%) Ansible
2 1 (0.38%) Opscode Chef
2 1 (0.38%) Puppet
2 1 (0.38%) Salt
Vendors
1 15 (5.75%) Salesforce.com
2 7 (2.68%) IBM
3 5 (1.92%) Apple
4 4 (1.53%) MEDITECH
5 3 (1.15%) Google
6 2 (0.77%) Alteryx
6 2 (0.77%) Microsoft
6 2 (0.77%) Sun
6 2 (0.77%) Tableau
7 1 (0.38%) Cognizant
7 1 (0.38%) MapR
7 1 (0.38%) Remedy
7 1 (0.38%) SaltStack
7 1 (0.38%) Splunk
7 1 (0.38%) VMware
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + benefits
Posted: 17 hours ago
London
Oliver Bernard
Salary: £50000 - £70000 per annum + stock / bonus / benefits
Posted: 17 hours ago
London
TechNet IT Recruitment (Permanent)
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £55000 Per Annum + benfits
Posted: Yesterday
Poole, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £50000 per annum + Benefits & Bonus
Posted: 3 days ago
West London
Understanding Recruitment
Salary: £50000 - £60000 per annum + bens & bonus
Posted: 5 days ago
Coventry
First Utility
Salary: £40,000 - £45,000 + Bonus + Excellent Benefits
Posted: 5 days ago
Coventry, West Midlands (County)
First Utility
Salary: Competitive
Posted: 4 days ago
South East London
I4 Recruitment
Salary: £45k - 55k per year + Benefits
Posted: 4 days ago
London
Client Server
Salary: £45000 - £60000 per annum
Posted: 8 days ago
Ruislip
Recruitment Revolution Limited
Salary: Up to £40,000 per annum + Pension + Perks
Posted: 17 days ago