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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 743 825 853
Rank change year-on-year
+82 +28
Permanent jobs citing Natural Language Processing 135 111 103
As % of all permanent IT jobs located in England 0.15% 0.11% 0.096%
As % of the Libraries, Frameworks & Software Standards category 0.39% 0.29% 0.25%
Number of salaries quoted 115 87 78
Median salary £55,000 £62,500 £55,000
Median salary % change year-on-year
-12.00% +13.63%
90% offered a salary of more than £42,500 £45,000 £40,000
10% offered a salary of more than £85,000 £85,000 £74,750
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +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
34749 38687 40882
As % of all permanent IT jobs located in England 38.78% 37.96% 38.23%
Number of salaries quoted 30271 33496 34681
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 £32,000 £30,000 £30,000
10% offered a salary of more than £70,000 £62,500 £67,500
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 30 September 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 30 September 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 +78 108 £55,000 -15.38% 3
East of England +22 11 £47,500 -20.83% 2
South East +37 9 £65,000 +8.33%
West Midlands - 5 - -
North West +3 2 £42,500 -
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 30 September 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.

1 225 (60.81%) Java
2 189 (51.08%) Machine Learning
3 154 (41.62%) Agile Software Development
4 153 (41.35%) Artificial Intelligence
5 145 (39.19%) Analytics
6 143 (38.65%) Python
7 135 (36.49%) Big Data
8 128 (34.59%) Computer Science
9 121 (32.70%) Algorithms
10 114 (30.81%) Degree
11 113 (30.54%) SQL
12 102 (27.57%) JavaScript
13 97 (26.22%) PhD
14 85 (22.97%) Software Engineering
15 82 (22.16%) Git (software)
16 81 (21.89%) HTML
17 79 (21.35%) CSS
18 77 (20.81%) R
19 76 (20.54%) Visualisation
20 73 (19.73%) Data Analysis
21 72 (19.46%) Analytical Skills
22 66 (17.84%) Data Mining
23 65 (17.57%) Data Analytics
24 62 (16.76%) HTML5
24 62 (16.76%) Scrum
25 60 (16.22%) Information Retrieval
26 58 (15.68%) Finance
27 57 (15.41%) .NET
28 56 (15.14%) C#
29 54 (14.59%) Continuous Integration

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 52 (14.05%) Apache Spark
2 31 (8.38%) Apache Pig
3 24 (6.49%) Apache
4 14 (3.78%) Elasticsearch
5 13 (3.51%) SAS
6 6 (1.62%) NServiceBus
7 3 (0.81%) Apache Solr
7 3 (0.81%) Jetty
7 3 (0.81%) nginx
7 3 (0.81%) Tomcat
Applications
1 5 (1.35%) Mathematica
1 5 (1.35%) SPSS
2 4 (1.08%) GNU Octave
2 4 (1.08%) MS Excel
3 2 (0.54%) CPLEX
3 2 (0.54%) Gephi
3 2 (0.54%) S-PLUS
3 2 (0.54%) Stata
Business Applications
1 5 (1.35%) SAP Oil and Gas
Cloud Services
1 41 (11.08%) GitHub
2 29 (7.84%) Amazon AWS
3 18 (4.86%) Amazon EC2
3 18 (4.86%) Amazon EMR
3 18 (4.86%) Amazon S3
4 2 (0.54%) SaaS
5 1 (0.27%) Google Analytics
5 1 (0.27%) Google Tag Manager
Communications & Networking
1 6 (1.62%) Internet
2 4 (1.08%) Firewall
2 4 (1.08%) HTTP
3 3 (0.81%) Intrusion Detection
4 2 (0.54%) LAN
4 2 (0.54%) WAN
5 1 (0.27%) HTTPS
Database & Business Intelligence
1 135 (36.49%) Big Data
2 66 (17.84%) Data Mining
3 53 (14.32%) SQL Server
4 51 (13.78%) Hadoop
5 49 (13.24%) NoSQL
6 45 (12.16%) SQL Server 2012
7 36 (9.73%) MongoDB
7 36 (9.73%) Neo4j
8 35 (9.46%) Apache Hive
9 32 (8.65%) PostgreSQL
10 21 (5.68%) Apache Cassandra
10 21 (5.68%) Relational Database
11 18 (4.86%) Impala
11 18 (4.86%) Mahout
12 13 (3.51%) MySQL
13 10 (2.70%) RDBMS
13 10 (2.70%) Triplestore
14 9 (2.43%) Text Mining
15 6 (1.62%) OrientDB
16 5 (1.35%) KDB
Development Applications
1 82 (22.16%) Git (software)
2 51 (13.78%) JIRA
3 45 (12.16%) Bitbucket
3 45 (12.16%) NUnit
4 33 (8.92%) Jenkins
5 18 (4.86%) Vagrant
5 18 (4.86%) Yeoman
6 13 (3.51%) Maven
7 7 (1.89%) Subversion
8 6 (1.62%) IntelliJ
8 6 (1.62%) JUnit
8 6 (1.62%) PhantomJS
8 6 (1.62%) Selenium
9 4 (1.08%) Fiddler
9 4 (1.08%) Jasmine
9 4 (1.08%) Karma Test Runner
10 3 (0.81%) Gradle
10 3 (0.81%) Grunt
10 3 (0.81%) gulp
10 3 (0.81%) Protractor
General
1 58 (15.68%) Finance
2 24 (6.49%) Publishing
3 22 (5.95%) Retail
4 21 (5.68%) Banking
5 17 (4.59%) Marketing
6 16 (4.32%) Telecoms
7 15 (4.05%) Manufacturing
8 10 (2.70%) Back Office
9 6 (1.62%) Front Office
9 6 (1.62%) Games
10 4 (1.08%) Financial Institution
10 4 (1.08%) Law
11 2 (0.54%) Multimedia
12 1 (0.27%) Investment Banking
12 1 (0.27%) Legal
12 1 (0.27%) Pharmaceutical
Job Titles
1 127 (34.32%) Developer
2 75 (20.27%) Data Scientist
3 57 (15.41%) Java Developer
4 48 (12.97%) Software Engineer
5 40 (10.81%) Full Stack Developer
6 33 (8.92%) Architect
7 32 (8.65%) Java Engineer
8 30 (8.11%) Senior Data Scientist
9 29 (7.84%) JavaScript Developer
10 26 (7.03%) Data Architect
11 25 (6.76%) Java Software Engineer
12 24 (6.49%) C# Developer
13 22 (5.95%) Machine Learning Engineer
14 19 (5.14%) Java Architect
14 19 (5.14%) TOGAF Architect
15 16 (4.32%) Data Engineer
15 16 (4.32%) Senior Developer
16 15 (4.05%) HTML Developer
17 14 (3.78%) Consultant
18 13 (3.51%) Web Developer
Libraries, Frameworks & Software Standards
1 81 (21.89%) HTML
2 79 (21.35%) CSS
3 62 (16.76%) HTML5
4 57 (15.41%) .NET
5 53 (14.32%) AngularJS
5 53 (14.32%) Spring
6 51 (13.78%) ASP.NET
6 51 (13.78%) KnockoutJS
7 48 (12.97%) CSS3
7 48 (12.97%) jQuery
8 45 (12.16%) Ajax
8 45 (12.16%) Twitter Bootstrap
9 41 (11.08%) React
10 38 (10.27%) Web Services
11 29 (7.84%) RESTful
12 27 (7.30%) D3.js
13 24 (6.49%) SciPy
14 23 (6.22%) Node.js
14 23 (6.22%) Pandas
15 21 (5.68%) Apache CXF
Miscellaneous
1 153 (41.35%) Artificial Intelligence
2 128 (34.59%) Computer Science
3 121 (32.70%) Algorithms
4 76 (20.54%) Visualisation
5 72 (19.46%) Analytical Skills
6 47 (12.70%) Mathematics
7 45 (12.16%) Statistics
8 39 (10.54%) Ontologies
9 31 (8.38%) Neural Network
10 22 (5.95%) Clustering
11 20 (5.41%) User Experience
12 16 (4.32%) Social Media
13 12 (3.24%) Life Science
13 12 (3.24%) Physics
14 10 (2.70%) Fintech
14 10 (2.70%) Social Network
15 9 (2.43%) Data Structures
16 6 (1.62%) Applied Mathematics
16 6 (1.62%) Hedge funds
16 6 (1.62%) Informatics
Operating Systems
1 24 (6.49%) Linux
2 15 (4.05%) Unix
3 9 (2.43%) Android
3 9 (2.43%) Apple iOS
4 7 (1.89%) Windows
5 2 (0.54%) Windows Server
6 1 (0.27%) Mac OS
6 1 (0.27%) Red Hat Enterprise Linux
Processes & Methodologies
1 189 (51.08%) Machine Learning
2 154 (41.62%) Agile Software Development
3 145 (39.19%) Analytics
4 85 (22.97%) Software Engineering
5 73 (19.73%) Data Analysis
6 65 (17.57%) Data Analytics
7 62 (16.76%) Scrum
8 60 (16.22%) Information Retrieval
9 54 (14.59%) Continuous Integration
10 51 (13.78%) MVC
11 43 (11.62%) Microservices
11 43 (11.62%) TDD
12 42 (11.35%) Project Management
13 41 (11.08%) OOP
14 39 (10.54%) Unit Testing
15 38 (10.27%) Data Visualisation
16 36 (9.73%) Front End Development
16 36 (9.73%) Open Source
16 36 (9.73%) Sentiment Analysis
17 35 (9.46%) Multithreading
Programming Languages
1 225 (60.81%) Java
2 143 (38.65%) Python
3 113 (30.54%) SQL
4 102 (27.57%) JavaScript
5 77 (20.81%) R
6 56 (15.14%) C#
7 31 (8.38%) C++
8 29 (7.84%) Scala
9 26 (7.03%) Clojure
10 22 (5.95%) Bash Shell
11 21 (5.68%) MATLAB
12 19 (5.14%) Perl
13 18 (4.86%) Cypher
13 18 (4.86%) VBA
14 14 (3.78%) C
15 12 (3.24%) Ruby
16 7 (1.89%) Shell Script
17 6 (1.62%) PHP
18 5 (1.35%) PL/SQL
19 4 (1.08%) ClojureScript
Qualifications
1 114 (30.81%) Degree
2 97 (26.22%) PhD
3 4 (1.08%) Postgraduate
Quality Assurance & Compliance
1 9 (2.43%) QA
2 6 (1.62%) SNOMED CT
3 5 (1.35%) Data Quality
4 3 (0.81%) HIPAA
4 3 (0.81%) ISO/IEC 27001
5 1 (0.27%) WAI
System Software
1 18 (4.86%) Virtual Machines
1 18 (4.86%) VirtualBox
2 11 (2.97%) Docker
3 5 (1.35%) HDFS
4 3 (0.81%) Apache ZooKeeper
5 1 (0.27%) VMware Infrastructure
5 1 (0.27%) Xen
Systems Management
1 5 (1.35%) Ansible
2 4 (1.08%) Puppet
3 3 (0.81%) Opscode Chef
Vendors
1 15 (4.05%) Salesforce.com
2 9 (2.43%) IBM
3 8 (2.16%) Remedy
4 6 (1.62%) SAP
5 5 (1.35%) Apple
6 3 (0.81%) Google
6 3 (0.81%) MEDITECH
6 3 (0.81%) Microsoft
6 3 (0.81%) Oracle
7 2 (0.54%) Alteryx
7 2 (0.54%) Sun
7 2 (0.54%) Tableau
8 1 (0.27%) Cognizant
8 1 (0.27%) Intel
8 1 (0.27%) MapR
8 1 (0.27%) Red Hat
8 1 (0.27%) VMware
Cambridge, Cambridgeshire
ECM Selection
Salary: £competitive + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Competitive + benefits
Posted: 2 days ago
Sheffield, South Yorkshire
Searchability
Salary: £25000 - £35000 per annum + benefits
Posted: 3 days ago
South East London
Understanding Recruitment
Salary: £35000 - £50000 per annum + bens + share options
Posted: 4 days ago
Central London / West End
Freshtechit
Posted: 4 days ago
London
Client Server
Salary: £55k to £70k
Posted: 22 days ago