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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Natural Language Processing
UK / England
Rank 690 826 846
Rank change year-on-year
+136 +20
Permanent jobs citing Natural Language Processing 145 107 92
As % of all permanent IT jobs located in England 0.18% 0.11% 0.092%
As % of the Libraries, Frameworks & Software Standards category 0.47% 0.29% 0.25%
Number of salaries quoted 130 92 83
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £40,000 £40,000 £40,500
10% offered a salary of more than £85,500 £85,000 £72,500
UK excluding London median salary £47,500 £42,500 £52,500
% change year-on-year
+11.76% -19.04%

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
31152 36734 37303
As % of all permanent IT jobs located in England 39.45% 38.51% 37.48%
Number of salaries quoted 26925 31972 32206
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year
- +3.44%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,500 £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 24 February 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 24 February 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 +113 87 £62,500 -1.96% 15
South East +46 17 £65,000 +13.04% 4
South West +16 16 £40,000 - 2
East of England +11 13 £47,500 +11.76% 3
West Midlands - 10 £42,500 -
North West -15 2 £35,000 -17.58% 1
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 24 February 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.

1 149 (62.34%) Machine Learning
2 121 (50.63%) Java
3 110 (46.03%) Agile Software Development
4 106 (44.35%) Python
5 98 (41.00%) Artificial Intelligence
6 90 (37.66%) Software Engineering
6 90 (37.66%) Big Data
7 81 (33.89%) Degree
8 72 (30.13%) Computer Science
9 71 (29.71%) NoSQL
10 68 (28.45%) Analytics
11 65 (27.20%) TDD
12 62 (25.94%) Algorithms
13 60 (25.10%) Git (software)
14 59 (24.69%) JavaScript
15 57 (23.85%) Continuous Integration
16 53 (22.18%) RESTful
17 51 (21.34%) SQL
17 51 (21.34%) PhD
18 50 (20.92%) MongoDB
19 46 (19.25%) Visualisation
20 42 (17.57%) DevOps
20 42 (17.57%) Finance
21 41 (17.15%) Data Mining
22 39 (16.32%) R
23 37 (15.48%) Linux
23 37 (15.48%) Data Analysis
24 34 (14.23%) Mathematics
24 34 (14.23%) Analytical Skills
25 33 (13.81%) Scala

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 27 (11.30%) Apache Spark
2 21 (8.79%) Apache
3 19 (7.95%) Elasticsearch
4 17 (7.11%) Apache Solr
5 10 (4.18%) Apache Pig
6 9 (3.77%) Tomcat
7 7 (2.93%) Tornado
8 6 (2.51%) Jetty
8 6 (2.51%) nginx
8 6 (2.51%) SAS
9 3 (1.26%) Drupal
9 3 (1.26%) NServiceBus
10 1 (0.42%) CMS
10 1 (0.42%) Confluence
10 1 (0.42%) WordPress
Applications
1 5 (2.09%) SPSS
2 4 (1.67%) MS Excel
3 2 (0.84%) Chatbot
3 2 (0.84%) S-PLUS
3 2 (0.84%) Stata
4 1 (0.42%) Gephi
4 1 (0.42%) Spreadsheet
4 1 (0.42%) SPSS Modeler
Cloud Services
1 25 (10.46%) Amazon AWS
2 6 (2.51%) Amazon EC2
3 5 (2.09%) Amazon EMR
3 5 (2.09%) Amazon S3
3 5 (2.09%) GitHub
4 2 (0.84%) SaaS
5 1 (0.42%) Amazon Kinesis
5 1 (0.42%) Google Cloud Platform
5 1 (0.42%) Heroku
5 1 (0.42%) Microsoft Azure
Communications & Networking
1 4 (1.67%) HTTP
1 4 (1.67%) Internet
2 3 (1.26%) Firewall
2 3 (1.26%) Intrusion Detection
3 1 (0.42%) HTTPS
3 1 (0.42%) LAN
3 1 (0.42%) SSL
3 1 (0.42%) WAN
Database & Business Intelligence
1 90 (37.66%) Big Data
2 71 (29.71%) NoSQL
3 50 (20.92%) MongoDB
4 41 (17.15%) Data Mining
5 26 (10.88%) Hadoop
6 19 (7.95%) PostgreSQL
7 18 (7.53%) Apache Cassandra
8 16 (6.69%) Apache Hive
8 16 (6.69%) Neo4j
9 11 (4.60%) MySQL
9 11 (4.60%) SQL Server
10 10 (4.18%) Text Mining
11 8 (3.35%) Relational Database
12 7 (2.93%) Impala
12 7 (2.93%) Mahout
13 6 (2.51%) HBase
14 5 (2.09%) SQL Server 2012
15 4 (1.67%) Triplestore
16 3 (1.26%) RDBMS
16 3 (1.26%) Spotfire
Development Applications
1 60 (25.10%) Git (software)
2 26 (10.88%) Jenkins
3 17 (7.11%) Subversion
4 8 (3.35%) Vagrant
5 6 (2.51%) Gradle
5 6 (2.51%) JIRA
5 6 (2.51%) Maven
5 6 (2.51%) Selenium
6 5 (2.09%) Bitbucket
6 5 (2.09%) NUnit
6 5 (2.09%) Yeoman
7 4 (1.67%) Grunt
7 4 (1.67%) gulp
7 4 (1.67%) Jasmine
7 4 (1.67%) Karma Test Runner
7 4 (1.67%) Protractor
8 3 (1.26%) PhantomJS
8 3 (1.26%) Team Foundation Server
9 2 (0.84%) LabVIEW
10 1 (0.42%) Visual Studio
General
1 42 (17.57%) Finance
2 17 (7.11%) Games
3 16 (6.69%) Publishing
4 14 (5.86%) Marketing
4 14 (5.86%) Retail
5 12 (5.02%) Banking
5 12 (5.02%) Telecoms
6 9 (3.77%) Back Office
6 9 (3.77%) Legal
7 8 (3.35%) Manufacturing
8 6 (2.51%) Law
9 2 (0.84%) Financial Institution
9 2 (0.84%) Front Office
9 2 (0.84%) Pharmaceutical
10 1 (0.42%) Advertising
10 1 (0.42%) Investment Banking
Job Titles
1 111 (46.44%) Developer
2 66 (27.62%) Java Developer
3 58 (24.27%) Data Scientist
4 34 (14.23%) Software Engineer
5 32 (13.39%) Java Engineer
6 22 (9.21%) Agile Developer
7 21 (8.79%) Agile Java Developer
7 21 (8.79%) Senior Data Scientist
8 17 (7.11%) Python Software Engineer
8 17 (7.11%) Senior Developer
9 15 (6.28%) Machine Learning Engineer
10 13 (5.44%) Machine Learning Developer
10 13 (5.44%) Software Developer
11 11 (4.60%) Senior Software Engineer
12 10 (4.18%) Artificial Intelligence Developer
12 10 (4.18%) PHP Developer
12 10 (4.18%) Python Developer
13 9 (3.77%) Full Stack Developer
13 9 (3.77%) Lead Developer
13 9 (3.77%) Senior Manager
Libraries, Frameworks & Software Standards
1 53 (22.18%) RESTful
2 31 (12.97%) Spring
3 30 (12.55%) CSS
3 30 (12.55%) HTML
3 30 (12.55%) React
4 26 (10.88%) Web Services
5 21 (8.79%) Node.js
6 20 (8.37%) HTML5
7 17 (7.11%) Django
8 16 (6.69%) Apache CXF
8 16 (6.69%) Flask
9 15 (6.28%) AngularJS
10 14 (5.86%) .NET
10 14 (5.86%) D3.js
11 13 (5.44%) Symfony
11 13 (5.44%) XML
12 11 (4.60%) jQuery
13 9 (3.77%) ActiveMQ
13 9 (3.77%) ASP.NET
13 9 (3.77%) RabbitMQ
Miscellaneous
1 72 (30.13%) Computer Science
2 62 (25.94%) Algorithms
3 34 (14.23%) Analytical Skills
4 16 (6.69%) User Experience
5 14 (5.86%) BBC
5 14 (5.86%) Mobile App
6 10 (4.18%) Fintech
7 9 (3.77%) Data Structures
7 9 (3.77%) Linux Command Line
7 9 (3.77%) Semantic Web
8 8 (3.35%) Social Network
9 7 (2.93%) Life Science
9 7 (2.93%) Social Media
10 5 (2.09%) Clustering
10 5 (2.09%) Management Information System
11 4 (1.67%) Grid Computing
11 4 (1.67%) Hedge funds
11 4 (1.67%) Linked Data
12 1 (0.42%) Internet of Things
12 1 (0.42%) Virtual Team
Operating Systems
1 37 (15.48%) Linux
2 13 (5.44%) Windows
3 8 (3.35%) Unix
4 6 (2.51%) Android
4 6 (2.51%) Apple iOS
5 2 (0.84%) Windows Server
6 1 (0.42%) CoreOS
6 1 (0.42%) Ubuntu
Processes & Methodologies
1 149 (62.34%) Machine Learning
2 110 (46.03%) Agile Software Development
3 98 (41.00%) Artificial Intelligence
4 90 (37.66%) Software Engineering
5 68 (28.45%) Analytics
6 65 (27.20%) TDD
7 57 (23.85%) Continuous Integration
8 46 (19.25%) Visualisation
9 42 (17.57%) DevOps
10 37 (15.48%) Data Analysis
11 34 (14.23%) Mathematics
12 32 (13.39%) OO
13 29 (12.13%) Statistics
14 24 (10.04%) Data Visualisation
15 23 (9.62%) CRM
15 23 (9.62%) Mentoring
15 23 (9.62%) Ontologies
15 23 (9.62%) Open Source
16 20 (8.37%) Extreme Programming
16 20 (8.37%) Scrum
Programming Languages
1 121 (50.63%) Java
2 106 (44.35%) Python
3 59 (24.69%) JavaScript
4 51 (21.34%) SQL
5 39 (16.32%) R
6 33 (13.81%) Scala
7 24 (10.04%) C++
8 17 (7.11%) PHP
9 15 (6.28%) C#
10 14 (5.86%) Bash Shell
11 12 (5.02%) Perl
12 11 (4.60%) C
13 10 (4.18%) Clojure
14 7 (2.93%) Lua
14 7 (2.93%) MATLAB
15 6 (2.51%) Ruby
15 6 (2.51%) SPARQL
16 5 (2.09%) Cypher
16 5 (2.09%) VBA
17 4 (1.67%) XPath
Qualifications
1 81 (33.89%) Degree
2 51 (21.34%) PhD
3 2 (0.84%) Postgraduate
Quality Assurance & Compliance
1 3 (1.26%) HIPAA
1 3 (1.26%) ISO/IEC 27001
2 1 (0.42%) QA
System Software
1 16 (6.69%) Docker
2 5 (2.09%) Virtual Machines
2 5 (2.09%) VirtualBox
3 4 (1.67%) HDFS
4 1 (0.42%) VMware Infrastructure
4 1 (0.42%) Xen
Systems Management
1 3 (1.26%) Kubernetes
2 2 (0.84%) Ansible
2 2 (0.84%) Opscode Chef
2 2 (0.84%) Puppet
3 1 (0.42%) Salt
Vendors
1 11 (4.60%) Google
1 11 (4.60%) Salesforce.com
2 8 (3.35%) IBM
3 5 (2.09%) Microsoft
4 4 (1.67%) Cloudera
4 4 (1.67%) MapR
4 4 (1.67%) MEDITECH
4 4 (1.67%) Tableau
5 3 (1.26%) Alteryx
5 3 (1.26%) Hortonworks
5 3 (1.26%) Oracle
5 3 (1.26%) Zend
6 2 (0.84%) Apple
6 2 (0.84%) Splunk
6 2 (0.84%) Sun
7 1 (0.42%) Facebook
7 1 (0.42%) Rackspace
7 1 (0.42%) SaltStack
7 1 (0.42%) Talend
7 1 (0.42%) Twitter
Durham, County Durham
Randstad Technologies
Salary: £60000 - £100000 per annum + Bonus & Equity
Posted: Yesterday
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: 15 hours ago
Central London / West End
ClearCube Consulting
Salary: From £60,000 to £80,000 per annum + Stock Options
Posted: 19 hours ago
City, London
Hays Finance Technology
Posted: 19 hours ago
London
Churchill Frank
Salary: £60000 - £100000 per annum
Posted: 2 days ago
Poole, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £50000 per annum + Benefits & Bonus
Posted: Yesterday
Warrington
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bonus + equity
Posted: 4 days ago
City, London
Informatiq Consulting
Salary: £60000 - £70000 per annum + Bens
Posted: 3 days ago
North London
Intelletec
Salary: From £100,000 to £130,000 per annum
Posted: 2 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 4 days ago
South East London
Understanding Recruitment
Salary: £60000 - £75000 per annum + bens + share options
Posted: 5 days ago
City, London
Big Wednesday Digital Ltd
Salary: £65000 - £95000 per annum + Negotiable
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 3 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: Excellent salary, bonus scheme, pension contribution matching (up to 5
Posted: 3 days ago
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: 7 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 4 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 4 days ago
Oxford, Oxfordshire
Spring Technology
Posted: 4 days ago
London
Accenture
Posted: Yesterday
City, London
Accenture
Salary: From £34,000 to £47,000 per annum
Posted: Yesterday
City of London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 8 days ago
London
Accenture
Posted: 2 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40 - 65k DOE + Bonus, 25 days and more
Posted: 4 days ago
Poole
Hays Specialist Recruitment Ltd
Salary: £25000 - £55000 per annum + Package
Posted: 17 days ago
Hackney, London
Work Digital
Posted: 9 days ago
Newcastle Upon Tyne, Tyne and Wear
Accenture
Salary: From £26,100 to £36,725 per annum
Posted: 22 days ago