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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 666 865 802
Rank change year-on-year
+199 -63
Permanent jobs citing Natural Language Processing 233 61 172
As % of all permanent IT jobs located in England 0.25% 0.059% 0.16%
As % of the Libraries, Frameworks & Software Standards category 0.65% 0.16% 0.40%
Number of salaries quoted 211 48 157
Median salary £60,000 £63,750 £52,500
Median salary % change year-on-year
-5.88% +21.42%
90% offered a salary of more than £40,000 £39,250 £40,000
10% offered a salary of more than £90,000 £81,500 £80,000
UK excluding London median salary £65,000 £42,000 £47,500
% change year-on-year
+54.76% -11.57%
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
35822 39046 43023
As % of all permanent IT jobs located in England 39.05% 37.99% 39.51%
Number of salaries quoted 31495 33621 36925
Median salary £47,500 £45,000 £44,000
Median salary % change year-on-year
+5.55% +2.27%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £40,000 £40,000 £40,000

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 27 July 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 27 July 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 +141 153 £56,250 -13.46% 10
South East +67 56 £65,000 +8.33% 2
East of England +41 14 £42,750 +0.58% 2
West Midlands - 5 - -
North West +13 1 £29,000 -
South West - 1 £40,000 - 2
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 27 July 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.

1 221 (63.69%) Java
2 182 (52.45%) Machine Learning
3 151 (43.52%) Analytics
4 144 (41.50%) Python
5 140 (40.35%) Big Data
6 125 (36.02%) Computer Science
7 124 (35.73%) Agile Software Development
8 122 (35.16%) Artificial Intelligence
9 108 (31.12%) Algorithms
10 107 (30.84%) Degree
11 104 (29.97%) SQL
12 94 (27.09%) JavaScript
12 94 (27.09%) PhD
13 86 (24.78%) R
14 78 (22.48%) Data Analysis
15 77 (22.19%) Data Analytics
15 77 (22.19%) Analytical Skills
16 74 (21.33%) Git (software)
16 74 (21.33%) HTML
17 73 (21.04%) Data Mining
18 71 (20.46%) Visualisation
19 70 (20.17%) CSS
20 64 (18.44%) Software Engineering
21 62 (17.87%) Apache Spark
22 61 (17.58%) Hadoop
23 60 (17.29%) Finance
24 56 (16.14%) Information Retrieval
24 56 (16.14%) HTML5
25 52 (14.99%) Scrum
25 52 (14.99%) .NET

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 (17.87%) Apache Spark
2 41 (11.82%) Apache Pig
3 30 (8.65%) Apache
4 13 (3.75%) Elasticsearch
5 10 (2.88%) SAS
6 6 (1.73%) NServiceBus
7 4 (1.15%) Tomcat
8 3 (0.86%) Jetty
8 3 (0.86%) nginx
9 2 (0.58%) Apache Solr
10 1 (0.29%) JBoss
10 1 (0.29%) WebLogic
Applications
1 5 (1.44%) GNU Octave
1 5 (1.44%) Mathematica
2 3 (0.86%) Gephi
3 2 (0.58%) MS Excel
3 2 (0.58%) SPSS
Business Applications
1 5 (1.44%) SAP Oil and Gas
Cloud Services
1 36 (10.37%) GitHub
2 35 (10.09%) Amazon AWS
3 25 (7.20%) Amazon EC2
3 25 (7.20%) Amazon EMR
3 25 (7.20%) Amazon S3
4 2 (0.58%) Cloud Computing
5 1 (0.29%) PaaS
5 1 (0.29%) SaaS
Communications & Networking
1 6 (1.73%) HTTP
1 6 (1.73%) Internet
2 2 (0.58%) Firewall
3 1 (0.29%) AMQP
3 1 (0.29%) LAN
3 1 (0.29%) TCP/IP
3 1 (0.29%) WAN
Database & Business Intelligence
1 140 (40.35%) Big Data
2 73 (21.04%) Data Mining
3 61 (17.58%) Hadoop
4 50 (14.41%) NoSQL
5 48 (13.83%) Apache Hive
6 47 (13.54%) SQL Server
7 43 (12.39%) MongoDB
8 41 (11.82%) Neo4j
9 38 (10.95%) SQL Server 2012
10 35 (10.09%) PostgreSQL
11 28 (8.07%) Mahout
12 25 (7.20%) Impala
13 22 (6.34%) Apache Cassandra
14 20 (5.76%) Relational Database
15 17 (4.90%) Text Mining
16 12 (3.46%) MySQL
17 11 (3.17%) Triplestore
18 8 (2.31%) RDBMS
19 7 (2.02%) HBase
20 6 (1.73%) OrientDB
Development Applications
1 74 (21.33%) Git (software)
2 44 (12.68%) JIRA
3 38 (10.95%) Bitbucket
3 38 (10.95%) NUnit
4 30 (8.65%) Jenkins
5 26 (7.49%) Vagrant
6 25 (7.20%) Yeoman
7 14 (4.03%) Maven
8 6 (1.73%) Fiddler
8 6 (1.73%) IntelliJ
8 6 (1.73%) JUnit
8 6 (1.73%) PhantomJS
8 6 (1.73%) Selenium
8 6 (1.73%) Subversion
9 3 (0.86%) Gradle
9 3 (0.86%) Mercurial
10 2 (0.58%) Jasmine
11 1 (0.29%) Karma Test Runner
11 1 (0.29%) Mocha
General
1 60 (17.29%) Finance
2 23 (6.63%) Banking
2 23 (6.63%) Retail
3 19 (5.48%) Telecoms
4 18 (5.19%) Manufacturing
5 15 (4.32%) Marketing
5 15 (4.32%) Publishing
6 5 (1.44%) Back Office
6 5 (1.44%) Financial Institution
6 5 (1.44%) Front Office
6 5 (1.44%) Pharmaceutical
7 4 (1.15%) Law
8 3 (0.86%) Games
9 1 (0.29%) Advertising
Job Titles
1 107 (30.84%) Developer
2 73 (21.04%) Data Scientist
3 50 (14.41%) Java Developer
4 38 (10.95%) Software Engineer
5 35 (10.09%) Architect
5 35 (10.09%) Full Stack Developer
6 30 (8.65%) Java Engineer
7 25 (7.20%) Data Architect
7 25 (7.20%) JavaScript Developer
8 21 (6.05%) Consultant
8 21 (6.05%) Java Software Engineer
8 21 (6.05%) Senior Developer
9 20 (5.76%) Machine Learning Engineer
9 20 (5.76%) Senior Data Scientist
10 19 (5.48%) C# Developer
10 19 (5.48%) Java Architect
10 19 (5.48%) TOGAF Architect
11 18 (5.19%) Analytics Consultant
11 18 (5.19%) Data Engineer
12 16 (4.61%) Data Consultant
Libraries, Frameworks & Software Standards
1 74 (21.33%) HTML
2 70 (20.17%) CSS
3 56 (16.14%) HTML5
4 52 (14.99%) .NET
5 47 (13.54%) Spring
6 45 (12.97%) AngularJS
7 44 (12.68%) ASP.NET
7 44 (12.68%) CSS3
7 44 (12.68%) KnockoutJS
8 43 (12.39%) jQuery
9 39 (11.24%) D3.js
9 39 (11.24%) Twitter Bootstrap
10 38 (10.95%) Ajax
11 35 (10.09%) Web Services
12 30 (8.65%) SciPy
13 28 (8.07%) Pandas
13 28 (8.07%) scikit-learn
14 25 (7.20%) Cascalog
15 23 (6.63%) React
16 21 (6.05%) Apache CXF
Miscellaneous
1 125 (36.02%) Computer Science
2 122 (35.16%) Artificial Intelligence
3 108 (31.12%) Algorithms
4 77 (22.19%) Analytical Skills
5 71 (20.46%) Visualisation
6 49 (14.12%) Mathematics
7 46 (13.26%) Statistics
8 29 (8.36%) Ontologies
9 28 (8.07%) Neural Network
10 21 (6.05%) Clustering
11 14 (4.03%) Life Science
11 14 (4.03%) Physics
11 14 (4.03%) Social Media
12 12 (3.46%) User Experience
13 11 (3.17%) Fintech
13 11 (3.17%) Social Network
14 8 (2.31%) Data Structures
15 7 (2.02%) Informatics
16 6 (1.73%) Semantic Web
17 5 (1.44%) Enterprise Software
Operating Systems
1 16 (4.61%) Linux
2 12 (3.46%) Unix
3 6 (1.73%) Android
3 6 (1.73%) Apple iOS
4 3 (0.86%) Windows
5 1 (0.29%) Mac OS
5 1 (0.29%) Red Hat Enterprise Linux
5 1 (0.29%) Windows Server
Processes & Methodologies
1 182 (52.45%) Machine Learning
2 151 (43.52%) Analytics
3 124 (35.73%) Agile Software Development
4 78 (22.48%) Data Analysis
5 77 (22.19%) Data Analytics
6 64 (18.44%) Software Engineering
7 56 (16.14%) Information Retrieval
8 52 (14.99%) Scrum
9 48 (13.83%) Continuous Integration
10 45 (12.97%) MVC
11 44 (12.68%) Data Visualisation
12 43 (12.39%) Unit Testing
13 42 (12.10%) Open Source
14 40 (11.53%) Project Management
15 36 (10.37%) Microservices
16 35 (10.09%) OOP
17 34 (9.80%) Statistical Analysis
18 33 (9.51%) Data Modelling
18 33 (9.51%) User Stories
19 32 (9.22%) Software Architecture
Programming Languages
1 221 (63.69%) Java
2 144 (41.50%) Python
3 104 (29.97%) SQL
4 94 (27.09%) JavaScript
5 86 (24.78%) R
6 51 (14.70%) C#
7 37 (10.66%) C++
8 34 (9.80%) Scala
9 32 (9.22%) Clojure
10 29 (8.36%) Perl
11 28 (8.07%) Bash Shell
12 25 (7.20%) VBA
13 24 (6.92%) MATLAB
14 15 (4.32%) C
15 14 (4.03%) Ruby
16 7 (2.02%) Shell Script
16 7 (2.02%) SPARQL
17 6 (1.73%) PL/SQL
18 3 (0.86%) ClojureScript
18 3 (0.86%) Haskell
Qualifications
1 107 (30.84%) Degree
2 94 (27.09%) PhD
3 2 (0.58%) Postgraduate
4 1 (0.29%) SC Cleared
4 1 (0.29%) Security Cleared
Quality Assurance & Compliance
1 10 (2.88%) QA
2 8 (2.31%) SNOMED CT
3 6 (1.73%) Data Quality
4 2 (0.58%) WAI
System Software
1 25 (7.20%) Virtual Machines
1 25 (7.20%) VirtualBox
2 6 (1.73%) Docker
3 3 (0.86%) Apache ZooKeeper
3 3 (0.86%) HDFS
Systems Management
1 4 (1.15%) Ansible
1 4 (1.15%) Puppet
2 3 (0.86%) Hadoop YARN
2 3 (0.86%) Opscode Chef
3 1 (0.29%) Kubernetes
Vendors
1 10 (2.88%) Salesforce.com
2 8 (2.31%) Remedy
3 7 (2.02%) IBM
4 6 (1.73%) SAP
5 5 (1.44%) Apple
6 4 (1.15%) Oracle
6 4 (1.15%) Tableau
7 3 (0.86%) Microsoft
8 1 (0.29%) Cognizant
8 1 (0.29%) Intel
8 1 (0.29%) Red Hat
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 2 days ago
London
Exposed Solutions
Salary: £30000 - £35000 per annum
Posted: 23 hours ago
West London
Understanding Recruitment
Salary: £50000 - £60000 per annum + bens & bonus
Posted: Yesterday
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: Yesterday
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £20000 - £40000 per annum + Negotiable
Posted: 3 days ago
London
Harrington Starr
Salary: £50000 - £100000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Networking People
Salary: £40000 - £65000 per annum + Share Options + Benefits
Posted: 5 days ago
Bristol, Avon
Nakama
Salary: Up to £40,000 per annum
Posted: 4 days ago
London
Graham Matthews
Salary: From £40,000 to £65,000 per annum
Posted: 5 days ago
North London
Senitor Associates
Salary: £50000 - £100000 per annum + Equity
Posted: 4 days ago
Oxfordshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 6 days ago
London
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £48,000 per annum
Posted: 6 days ago
Christchurch, Dorset
BAE Systems
Posted: 13 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 12 days ago
High Wycombe, Buckinghamshire
Johnson and Johnson
Salary: Highly competitive salary, bonus and flexible benefits
Posted: 14 days ago
London
TalentRocket
Posted: 22 days ago