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

3 months to
5 May 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 779 816 753
Rank change year-on-year
+37 -63
Permanent jobs citing Natural Language Processing 126 118 206
As % of all permanent IT jobs located in England 0.13% 0.11% 0.18%
As % of the Libraries, Frameworks & Software Standards category 0.34% 0.30% 0.46%
Number of salaries quoted 116 97 192
Median salary £57,500 £62,500 £50,000
Median salary % change year-on-year
-8.00% +25.00%
90% offered a salary of more than £40,000 £43,000 £35,000
10% offered a salary of more than £86,250 £80,000 £79,500
UK excluding London median salary £42,500 £52,500 £47,500
% change year-on-year
-19.04% +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
37082 39269 45129
As % of all permanent IT jobs located in England 38.63% 38.12% 40.51%
Number of salaries quoted 32376 33690 38370
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 £42,500 £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 5 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 5 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 -9 82 £60,000 -7.69% 17
East of England - 19 £40,250 - 2
South East - 12 £61,250 - 8
South West - 7 £42,500 - 5
North West - 2 £35,000 -
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 5 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.

1 154 (61.85%) Machine Learning
2 152 (61.04%) Java
3 137 (55.02%) Python
4 112 (44.98%) Computer Science
4 112 (44.98%) Big Data
5 106 (42.57%) Degree
6 101 (40.56%) Analytics
7 86 (34.54%) Data Mining
8 80 (32.13%) PhD
9 75 (30.12%) Algorithms
10 68 (27.31%) JavaScript
10 68 (27.31%) R
11 65 (26.10%) NoSQL
12 62 (24.90%) Apache Spark
13 59 (23.69%) Finance
13 59 (23.69%) Agile Software Development
13 59 (23.69%) Hadoop
14 55 (22.09%) SQL
15 53 (21.29%) Analytical Skills
16 52 (20.88%) C++
16 52 (20.88%) Statistics
17 51 (20.48%) Mathematics
17 51 (20.48%) Scala
18 50 (20.08%) Visualisation
19 49 (19.68%) Data Analytics
20 47 (18.88%) Artificial Intelligence
21 46 (18.47%) Amazon AWS
22 45 (18.07%) Open Source
22 45 (18.07%) Data Analysis
23 39 (15.66%) Apache

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 62 (24.90%) Apache Spark
2 39 (15.66%) Apache
3 33 (13.25%) Apache Pig
4 19 (7.63%) Elasticsearch
5 16 (6.43%) Node.js
6 11 (4.42%) Tomcat
7 10 (4.02%) Jetty
7 10 (4.02%) nginx
7 10 (4.02%) SAS
8 8 (3.21%) NServiceBus
9 5 (2.01%) Apache Solr
10 1 (0.40%) JBoss
10 1 (0.40%) WebLogic
Applications
1 6 (2.41%) Gephi
2 4 (1.61%) GNU Octave
3 2 (0.80%) Mathematica
3 2 (0.80%) SPSS
4 1 (0.40%) MS Excel
Business Applications
1 3 (1.20%) SAP Oil and Gas
Cloud Services
1 46 (18.47%) Amazon AWS
2 20 (8.03%) Amazon EC2
3 19 (7.63%) Amazon S3
4 18 (7.23%) Amazon EMR
5 3 (1.20%) GitHub
6 2 (0.80%) Cloud Computing
7 1 (0.40%) PaaS
Communications & Networking
1 8 (3.21%) Internet
2 6 (2.41%) HTTP
3 2 (0.80%) Firewall
3 2 (0.80%) Wireshark
4 1 (0.40%) AMQP
4 1 (0.40%) Intrusion Detection
4 1 (0.40%) TCP/IP
4 1 (0.40%) VPN
Database & Business Intelligence
1 112 (44.98%) Big Data
2 86 (34.54%) Data Mining
3 65 (26.10%) NoSQL
4 59 (23.69%) Hadoop
5 36 (14.46%) Apache Hive
6 30 (12.05%) MongoDB
6 30 (12.05%) PostgreSQL
7 26 (10.44%) Neo4j
8 21 (8.43%) Mahout
9 19 (7.63%) SQL Server
10 18 (7.23%) Impala
11 17 (6.83%) Text Mining
12 14 (5.62%) Relational Database
13 13 (5.22%) Apache Cassandra
14 8 (3.21%) HBase
15 7 (2.81%) Electronic Patient Records
15 7 (2.81%) MySQL
16 5 (2.01%) SQL Server 2012
17 4 (1.61%) RDBMS
17 4 (1.61%) SQLite
Development Applications
1 37 (14.86%) Git (software)
2 20 (8.03%) Jenkins
3 19 (7.63%) Vagrant
4 18 (7.23%) Maven
4 18 (7.23%) Yeoman
5 16 (6.43%) Subversion
6 8 (3.21%) PhantomJS
6 8 (3.21%) Selenium
7 6 (2.41%) Fiddler
7 6 (2.41%) Gradle
7 6 (2.41%) Mercurial
8 5 (2.01%) Bitbucket
8 5 (2.01%) JIRA
8 5 (2.01%) NUnit
9 2 (0.80%) TeamCity
9 2 (0.80%) Travis CI
10 1 (0.40%) Jasmine
10 1 (0.40%) Mocha
General
1 59 (23.69%) Finance
2 15 (6.02%) Banking
2 15 (6.02%) Manufacturing
2 15 (6.02%) Telecoms
3 13 (5.22%) Retail
4 11 (4.42%) Games
5 10 (4.02%) Marketing
6 6 (2.41%) German Language
6 6 (2.41%) Pharmaceutical
7 4 (1.61%) Financial Institution
7 4 (1.61%) Front Office
8 3 (1.20%) Law
9 2 (0.80%) Advertising
9 2 (0.80%) Publishing
Job Titles
1 70 (28.11%) Developer
2 55 (22.09%) Data Scientist
3 36 (14.46%) Java Developer
4 22 (8.84%) Architect
4 22 (8.84%) Senior Developer
5 18 (7.23%) Senior Java Developer
6 15 (6.02%) Consultant
6 15 (6.02%) Data Engineer
6 15 (6.02%) JavaScript Developer
7 14 (5.62%) Machine Learning Engineer
8 13 (5.22%) Senior Data Scientist
9 12 (4.82%) C# Developer
9 12 (4.82%) Java Engineer
10 11 (4.42%) Data Analytics Consultant
10 11 (4.42%) Data Consultant
10 11 (4.42%) Full Stack Developer
10 11 (4.42%) Solutions Architect
11 10 (4.02%) Data Architect
11 10 (4.02%) Machine Learning Developer
11 10 (4.02%) Software Engineer
Libraries, Frameworks & Software Standards
1 37 (14.86%) Spring
2 36 (14.46%) Web Services
3 35 (14.06%) D3.js
3 35 (14.06%) HTML
4 33 (13.25%) CSS
5 31 (12.45%) HTML5
6 29 (11.65%) SciPy
7 28 (11.24%) .NET
8 25 (10.04%) Pandas
9 22 (8.84%) scikit-learn
10 18 (7.23%) AngularJS
10 18 (7.23%) Cascalog
10 18 (7.23%) RESTful
11 15 (6.02%) CSS3
12 14 (5.62%) ASP.NET
12 14 (5.62%) jQuery
13 13 (5.22%) KnockoutJS
14 12 (4.82%) Apache CXF
14 12 (4.82%) NumPy
15 10 (4.02%) Django
Miscellaneous
1 112 (44.98%) Computer Science
2 75 (30.12%) Algorithms
3 53 (21.29%) Analytical Skills
4 52 (20.88%) Statistics
5 51 (20.48%) Mathematics
6 50 (20.08%) Visualisation
7 47 (18.88%) Artificial Intelligence
8 24 (9.64%) Physics
9 20 (8.03%) Neural Network
10 18 (7.23%) Clustering
11 17 (6.83%) Social Media
12 15 (6.02%) Ontologies
13 14 (5.62%) Life Science
14 9 (3.61%) Social Network
15 8 (3.21%) Data Structures
16 7 (2.81%) Hedge funds
16 7 (2.81%) Informatics
16 7 (2.81%) Semantic Web
17 6 (2.41%) Fintech
17 6 (2.41%) Mobile App
Operating Systems
1 23 (9.24%) Linux
2 9 (3.61%) Unix
3 6 (2.41%) Ubuntu
4 4 (1.61%) Debian
5 2 (0.80%) Android
5 2 (0.80%) Apple iOS
5 2 (0.80%) CentOS
6 1 (0.40%) Mac OS X
6 1 (0.40%) Windows
Processes & Methodologies
1 154 (61.85%) Machine Learning
2 101 (40.56%) Analytics
3 59 (23.69%) Agile Software Development
4 49 (19.68%) Data Analytics
5 45 (18.07%) Data Analysis
5 45 (18.07%) Open Source
6 35 (14.06%) Unit Testing
7 33 (13.25%) Data Visualisation
8 30 (12.05%) Continuous Integration
9 29 (11.65%) Statistical Analysis
10 26 (10.44%) Information Retrieval
11 25 (10.04%) Software Engineering
12 21 (8.43%) Data Modelling
12 21 (8.43%) Mentoring
13 19 (7.63%) Data Munging
13 19 (7.63%) MapReduce
13 19 (7.63%) Time Series Analysis
14 18 (7.23%) User Stories
15 17 (6.83%) TDD
16 16 (6.43%) Scrum
Programming Languages
1 152 (61.04%) Java
2 137 (55.02%) Python
3 68 (27.31%) JavaScript
3 68 (27.31%) R
4 55 (22.09%) SQL
5 52 (20.88%) C++
6 51 (20.48%) Scala
7 29 (11.65%) Bash Shell
7 29 (11.65%) C#
8 27 (10.84%) Perl
9 26 (10.44%) Clojure
10 20 (8.03%) MATLAB
11 19 (7.63%) Ruby
12 18 (7.23%) VBA
13 12 (4.82%) C
14 8 (3.21%) COBOL
15 4 (1.61%) Haskell
15 4 (1.61%) Shell Script
16 3 (1.20%) SPARQL
17 2 (0.80%) Lua
Qualifications
1 106 (42.57%) Degree
2 80 (32.13%) PhD
3 4 (1.61%) Postgraduate
4 2 (0.80%) SC Cleared
4 2 (0.80%) Security Cleared
Quality Assurance & Compliance
1 6 (2.41%) SNOMED CT
2 5 (2.01%) Data Quality
2 5 (2.01%) QA
3 1 (0.40%) HIPAA
3 1 (0.40%) ISO/IEC 27001
3 1 (0.40%) WAI
System Software
1 18 (7.23%) VirtualBox
2 2 (0.80%) Apache ZooKeeper
2 2 (0.80%) Docker
2 2 (0.80%) HDFS
2 2 (0.80%) iptables
2 2 (0.80%) VMware Infrastructure
2 2 (0.80%) Xen
Systems Management
1 8 (3.21%) Ansible
1 8 (3.21%) Opscode Chef
2 4 (1.61%) Icinga
2 4 (1.61%) Kibana
2 4 (1.61%) Puppet
3 3 (1.20%) Hadoop YARN
4 2 (0.80%) Nagios
4 2 (0.80%) Salt
4 2 (0.80%) ZABBIX
5 1 (0.40%) Kubernetes
Vendors
1 7 (2.81%) Microsoft
2 6 (2.41%) Bloomberg
3 4 (1.61%) IBM
3 4 (1.61%) SAP
4 3 (1.20%) Tableau
5 2 (0.80%) Oracle
5 2 (0.80%) VMware
6 1 (0.40%) Facebook
6 1 (0.40%) Remedy
6 1 (0.40%) Twitter
Kidlington, Oxfordshire
CBS butler
Salary: Bonus, Pension, Shares
Posted: 9 hours ago
Oxford, Oxfordshire
Scope AT Limited
Posted: 9 hours ago
Oxford, Oxfordshire
Client Server
Salary: £75k to £90k + benefits
Posted: 16 hours ago
London
Harvey Nash plc
Salary: £35000 - £37000 per annum
Posted: 21 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 21 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £60000 - £100000 per annum + Equity shares
Posted: 21 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 21 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 21 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 21 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 21 hours ago
Ruislip, Middlesex
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Neaves & Neat Employment Services Ltd
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing
Salary: comprehensive benefits package
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £30000.0000000 - £50000.0000000 per annum + benefits
Posted: Yesterday
Central London / West End
Understanding Recruitment
Salary: £45000 - £50000 per annum + bens + share options
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £50000 - £70000 per annum + bens - shares, pens, health+
Posted: 2 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £50000 - £70000 per annum + bonus + equity
Posted: 2 days ago
Cambridge, Cambridgeshire
Imperative People
Salary: £40000 - £50000 per annum + excellent bens package
Posted: 3 days ago
South East London
TNS
Salary: Competitive, including award winning benefits package
Posted: 5 days ago
Bristol, Avon
Resourcing People Ltd.
Salary: From £50,000 to £55,000 per annum plus great benefits.
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: 5 days ago
London
Big Wednesday Digital Ltd
Posted: 6 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £35000 - £55000 per annum
Posted: 9 days ago
Bristol, Avon
Polecat
Posted: 9 days ago
Taunton, Somerset
United Kingdom Hydrographic Office
Salary: Up to £100,000 per annum Salary plus Pension
Posted: 12 days ago
London
Workdigital
Salary: Competitive
Posted: 12 days ago
Oxford
Client Server
Salary: £70k to £90k + benefits
Posted: 13 days ago
London
Nigel Frank International Ltd
Salary: £25000 - £50000 per annum + benefits
Posted: 19 days ago
London
Recruitment Genius Ltd
Salary: £45000 - £50000 per annum
Posted: 21 days ago
London
Workdigital
Salary: Competitive
Posted: 21 days ago
Oxford
Elsevier
Salary: Attractive salary, bonus and benefits
Posted: 22 days ago
Staines
Centrica
Salary: Competitive
Posted: 23 days ago