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

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 653 870 771
Rank change year-on-year
+217 -99
Permanent jobs citing Natural Language Processing 238 72 207
As % of all permanent IT jobs located in England 0.26% 0.070% 0.18%
As % of the Libraries, Frameworks & Software Standards category 0.67% 0.18% 0.46%
Number of salaries quoted 221 57 195
Median salary £57,500 £65,000 £52,500
Median salary % change year-on-year
-11.53% +23.80%
90% offered a salary of more than £39,000 £37,500 £35,000
10% offered a salary of more than £90,000 £80,000 £80,000
UK excluding London median salary £62,500 £42,250 £47,500
% change year-on-year
+47.92% -11.05%
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
35719 39529 44539
As % of all permanent IT jobs located in England 39.13% 38.26% 39.59%
Number of salaries quoted 31441 34117 38410
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +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 1 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 1 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 +141 156 £57,500 -11.53% 5
South East - 55 £65,000 - 5
East of England +52 17 £40,500 -4.70% 5
South West - 3 £42,500 - 1
North West - 2 £32,000 -
West Midlands - 1 - - 2
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 1 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.

1 211 (63.55%) Java
2 182 (54.82%) Machine Learning
3 147 (44.28%) Analytics
3 147 (44.28%) Python
4 140 (42.17%) Big Data
5 130 (39.16%) Computer Science
6 112 (33.73%) Degree
7 109 (32.83%) Algorithms
8 107 (32.23%) Agile Software Development
9 101 (30.42%) Artificial Intelligence
10 97 (29.22%) PhD
11 91 (27.41%) JavaScript
11 91 (27.41%) SQL
12 87 (26.20%) R
13 81 (24.40%) Data Analysis
14 80 (24.10%) Analytical Skills
15 77 (23.19%) Data Analytics
16 75 (22.59%) Data Mining
17 70 (21.08%) HTML
17 70 (21.08%) Visualisation
18 66 (19.88%) Apache Spark
18 66 (19.88%) CSS
18 66 (19.88%) Git (software)
19 63 (18.98%) Hadoop
20 58 (17.47%) Finance
21 53 (15.96%) HTML5
22 52 (15.66%) NoSQL
23 51 (15.36%) Information Retrieval
23 51 (15.36%) Mathematics
23 51 (15.36%) Statistics

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 66 (19.88%) Apache Spark
2 41 (12.35%) Apache Pig
3 33 (9.94%) Apache
4 13 (3.92%) Elasticsearch
5 9 (2.71%) SAS
6 7 (2.11%) NServiceBus
7 4 (1.20%) Tomcat
8 3 (0.90%) Apache Solr
8 3 (0.90%) Jetty
8 3 (0.90%) nginx
9 1 (0.30%) JBoss
9 1 (0.30%) WebLogic
Applications
1 5 (1.51%) GNU Octave
1 5 (1.51%) Mathematica
2 4 (1.20%) Gephi
3 2 (0.60%) MS Excel
3 2 (0.60%) SPSS
Business Applications
1 5 (1.51%) SAP Oil and Gas
Cloud Services
1 37 (11.14%) Amazon AWS
2 31 (9.34%) GitHub
3 27 (8.13%) Amazon EC2
4 26 (7.83%) Amazon S3
5 25 (7.53%) Amazon EMR
6 2 (0.60%) Cloud Computing
7 1 (0.30%) PaaS
7 1 (0.30%) SaaS
Communications & Networking
1 7 (2.11%) Internet
2 6 (1.81%) HTTP
3 3 (0.90%) Firewall
4 1 (0.30%) AMQP
4 1 (0.30%) Intrusion Detection
4 1 (0.30%) TCP/IP
Database & Business Intelligence
1 140 (42.17%) Big Data
2 75 (22.59%) Data Mining
3 63 (18.98%) Hadoop
4 52 (15.66%) NoSQL
5 50 (15.06%) Apache Hive
6 44 (13.25%) SQL Server
7 39 (11.75%) MongoDB
7 39 (11.75%) Neo4j
8 33 (9.94%) SQL Server 2012
9 32 (9.64%) PostgreSQL
10 28 (8.43%) Mahout
11 25 (7.53%) Impala
12 20 (6.02%) Relational Database
13 19 (5.72%) Text Mining
14 17 (5.12%) Apache Cassandra
15 8 (2.41%) MySQL
15 8 (2.41%) RDBMS
15 8 (2.41%) Triplestore
16 7 (2.11%) HBase
17 5 (1.51%) Electronic Patient Records
Development Applications
1 66 (19.88%) Git (software)
2 37 (11.14%) JIRA
3 33 (9.94%) Bitbucket
3 33 (9.94%) NUnit
4 26 (7.83%) Jenkins
4 26 (7.83%) Vagrant
5 25 (7.53%) Yeoman
6 13 (3.92%) Maven
7 7 (2.11%) PhantomJS
7 7 (2.11%) Selenium
7 7 (2.11%) Subversion
8 6 (1.81%) Fiddler
9 4 (1.20%) IntelliJ
9 4 (1.20%) JUnit
9 4 (1.20%) Mercurial
10 3 (0.90%) Gradle
11 2 (0.60%) Jasmine
12 1 (0.30%) Karma Test Runner
12 1 (0.30%) Mocha
General
1 58 (17.47%) Finance
2 23 (6.93%) Retail
3 22 (6.63%) Banking
4 19 (5.72%) Telecoms
5 17 (5.12%) Manufacturing
6 15 (4.52%) Marketing
7 11 (3.31%) Publishing
8 7 (2.11%) Games
8 7 (2.11%) Pharmaceutical
9 6 (1.81%) Law
10 5 (1.51%) Financial Institution
10 5 (1.51%) Front Office
11 2 (0.60%) Advertising
12 1 (0.30%) Back Office
Job Titles
1 97 (29.22%) Developer
2 77 (23.19%) Data Scientist
3 41 (12.35%) Java Developer
4 35 (10.54%) Architect
5 32 (9.64%) Full Stack Developer
6 26 (7.83%) JavaScript Developer
7 24 (7.23%) Software Engineer
8 23 (6.93%) Data Architect
9 22 (6.63%) Java Engineer
9 22 (6.63%) Senior Data Scientist
9 22 (6.63%) Senior Developer
10 20 (6.02%) Consultant
11 19 (5.72%) Data Engineer
12 18 (5.42%) C# Developer
13 17 (5.12%) Analytics Consultant
13 17 (5.12%) Java Architect
13 17 (5.12%) Senior Java Developer
13 17 (5.12%) TOGAF Architect
14 16 (4.82%) Machine Learning Engineer
15 15 (4.52%) Data Consultant
Libraries, Frameworks & Software Standards
1 70 (21.08%) HTML
2 66 (19.88%) CSS
3 53 (15.96%) HTML5
4 47 (14.16%) .NET
5 41 (12.35%) CSS3
5 41 (12.35%) D3.js
6 40 (12.05%) AngularJS
6 40 (12.05%) ASP.NET
6 40 (12.05%) jQuery
6 40 (12.05%) KnockoutJS
7 38 (11.45%) Spring
8 34 (10.24%) Twitter Bootstrap
9 33 (9.94%) Ajax
10 32 (9.64%) Web Services
11 31 (9.34%) SciPy
12 30 (9.04%) scikit-learn
13 28 (8.43%) Pandas
14 25 (7.53%) Cascalog
15 17 (5.12%) Apache CXF
16 16 (4.82%) Node.js
Miscellaneous
1 130 (39.16%) Computer Science
2 109 (32.83%) Algorithms
3 101 (30.42%) Artificial Intelligence
4 80 (24.10%) Analytical Skills
5 70 (21.08%) Visualisation
6 51 (15.36%) Mathematics
6 51 (15.36%) Statistics
7 32 (9.64%) Neural Network
8 21 (6.33%) Ontologies
9 20 (6.02%) Clustering
10 16 (4.82%) Life Science
10 16 (4.82%) Physics
11 15 (4.52%) Social Media
12 12 (3.61%) Social Network
13 11 (3.31%) Fintech
14 10 (3.01%) Data Structures
15 7 (2.11%) Informatics
15 7 (2.11%) User Experience
16 6 (1.81%) Mobile App
17 5 (1.51%) Enterprise Software
Operating Systems
1 17 (5.12%) Linux
2 11 (3.31%) Unix
3 5 (1.51%) Android
3 5 (1.51%) Apple iOS
4 4 (1.20%) Windows
5 1 (0.30%) Mac OS
5 1 (0.30%) Red Hat Enterprise Linux
5 1 (0.30%) Windows Server
Processes & Methodologies
1 182 (54.82%) Machine Learning
2 147 (44.28%) Analytics
3 107 (32.23%) Agile Software Development
4 81 (24.40%) Data Analysis
5 77 (23.19%) Data Analytics
6 51 (15.36%) Information Retrieval
7 49 (14.76%) Software Engineering
8 46 (13.86%) Data Visualisation
9 42 (12.65%) Scrum
10 41 (12.35%) MVC
10 41 (12.35%) Open Source
11 40 (12.05%) Continuous Integration
11 40 (12.05%) Unit Testing
12 36 (10.84%) Project Management
12 36 (10.84%) Statistical Analysis
13 34 (10.24%) Data Modelling
14 31 (9.34%) E-Commerce
14 31 (9.34%) Front End Development
14 31 (9.34%) Software Architecture
15 30 (9.04%) Data Protection
Programming Languages
1 211 (63.55%) Java
2 147 (44.28%) Python
3 91 (27.41%) JavaScript
3 91 (27.41%) SQL
4 87 (26.20%) R
5 48 (14.46%) C#
6 40 (12.05%) C++
7 38 (11.45%) Scala
8 32 (9.64%) Clojure
9 29 (8.73%) Perl
10 28 (8.43%) Bash Shell
11 27 (8.13%) MATLAB
12 25 (7.53%) VBA
13 16 (4.82%) Ruby
14 15 (4.52%) C
15 7 (2.11%) Shell Script
16 5 (1.51%) PL/SQL
16 5 (1.51%) SPARQL
17 4 (1.20%) Haskell
18 2 (0.60%) COBOL
Qualifications
1 112 (33.73%) Degree
2 97 (29.22%) PhD
3 2 (0.60%) Postgraduate
3 2 (0.60%) SC Cleared
3 2 (0.60%) Security Cleared
Quality Assurance & Compliance
1 9 (2.71%) QA
2 7 (2.11%) SNOMED CT
3 6 (1.81%) Data Quality
4 2 (0.60%) WAI
5 1 (0.30%) HIPAA
5 1 (0.30%) ISO/IEC 27001
System Software
1 25 (7.53%) Virtual Machines
1 25 (7.53%) VirtualBox
2 3 (0.90%) Apache ZooKeeper
2 3 (0.90%) HDFS
3 2 (0.60%) Docker
Systems Management
1 4 (1.20%) Ansible
1 4 (1.20%) Puppet
2 3 (0.90%) Hadoop YARN
2 3 (0.90%) Opscode Chef
3 1 (0.30%) Kubernetes
Vendors
1 8 (2.41%) Remedy
2 7 (2.11%) IBM
3 6 (1.81%) SAP
4 5 (1.51%) Salesforce.com
5 4 (1.20%) Microsoft
5 4 (1.20%) Oracle
5 4 (1.20%) Tableau
6 1 (0.30%) Apple
6 1 (0.30%) Intel
6 1 (0.30%) Red Hat
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum + comprehensive benefits package
Posted: 5 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40 - 60k DOE + Bonus, 25 days and more
Posted: 13 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £68,000 per annum + comprehensive benefits package
Posted: Yesterday
City, London
Intelletec
Salary: From £0 to £30,000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 4 days ago
North London
Understanding Recruitment
Salary: £45000 - £50000 per annum + bens + share options
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent benefits
Posted: 4 days ago
North West London
Evolution Recruitment Solutions
Salary: 60,000 plus benefits
Posted: 3 days ago
Richmond, Surrey
Understanding Recruitment
Salary: £55000 - £60000 per annum + bens & bonus
Posted: 4 days ago
Warwick
First Utility
Salary: £40,000 - £60,000 plus benefits
Posted: 4 days ago
Coventry, West Midlands (County)
First Utility
Salary: Competitive
Posted: 7 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £45000 - £65000 per annum + Options
Posted: 17 days ago
Cambridge
Apple
Salary: Competitive
Posted: 18 days ago
North West London
Understanding Recruitment
Salary: £60000 - £75000 per annum + Pension, Health
Posted: 4 days ago
London
DHI
Salary: Competitive
Posted: 17 days ago