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 average salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 787 832 805
Rank change year-on-year
+45 -27
Permanent jobs citing Natural Language Processing 124 87 91
As % of all permanent IT jobs located in England 0.13% 0.089% 0.095%
As % of the Libraries, Frameworks & Software Standards category 0.34% 0.24% 0.23%
Number of salaries quoted 102 79 84
Average salary £57,500 £57,500 £60,000
Average salary % change year-on-year
- -4.16%
90% offered a salary of more than £40,000 £37,500 £40,000
10% offered a salary of more than £85,000 £70,000 £85,000
UK excluding London average salary £52,500 £47,500 £65,000
% change year-on-year
+10.52% -26.92%
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
36281 36270 39931
As % of all permanent IT jobs located in England 38.32% 37.19% 41.60%
Number of salaries quoted 31653 31421 33643
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London average salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

Natural Language Processing
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Natural Language Processing across the England region as a proportion of the total demand within 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 February 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 average salaries quoted in IT jobs citing Natural Language Processing within the England region over the 3 months to 5 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -8 54 £65,000 +8.33% 8
South East +26 34 £62,500 +108.33%
East of England +13 22 £42,500 -2.85% 3
North West +10 5 £42,469 -29.21% 1
South West -10 5 £40,000 -5.88%
East Midlands - 1 - -
North East - 1 £35,000 -
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 5 February 2016, IT jobs across the England region citing Natural Language Processing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Natural Language Processing.

1 177 (63.90%) Machine Learning
2 153 (55.23%) Python
3 133 (48.01%) Analytics
4 127 (45.85%) Java
5 123 (44.40%) Big Data
6 111 (40.07%) Degree
7 96 (34.66%) Computer Science
8 93 (33.57%) Algorithms
9 92 (33.21%) Agile Software Development
10 91 (32.85%) JavaScript
11 89 (32.13%) Data Mining
12 83 (29.96%) NoSQL
13 77 (27.80%) SQL
14 74 (26.71%) Analytical Skills
15 70 (25.27%) Hadoop
16 67 (24.19%) Finance
17 62 (22.38%) Amazon AWS
18 61 (22.02%) C++
19 60 (21.66%) PhD
19 60 (21.66%) MongoDB
20 59 (21.30%) Data Analytics
21 58 (20.94%) R
21 58 (20.94%) Continuous Integration
21 58 (20.94%) Data Analysis
22 57 (20.58%) Git (software)
23 56 (20.22%) Open Source
24 53 (19.13%) Mathematics
25 51 (18.41%) Scala
26 49 (17.69%) HTML
26 49 (17.69%) CSS

Natural Language Processing
Top Related IT Skills in England by Category

For the 6 months to 5 February 2016, IT jobs across the England region citing Natural Language Processing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Natural Language Processing. Up to 20 skills are shown per category.

Application Platforms
1 46 (16.61%) Apache Spark
2 44 (15.88%) Apache
3 35 (12.64%) Elasticsearch
4 33 (11.91%) Apache Pig
5 24 (8.66%) SAS
6 21 (7.58%) Node.js
7 16 (5.78%) Jetty
7 16 (5.78%) nginx
7 16 (5.78%) Tomcat
8 8 (2.89%) NServiceBus
9 7 (2.53%) Apache Solr
10 1 (0.36%) CMS
Applications
1 5 (1.81%) MS Excel
2 4 (1.44%) Gephi
3 2 (0.72%) SPSS
4 1 (0.36%) Weka
Business Applications
1 1 (0.36%) Lawson
Cloud Services
1 62 (22.38%) Amazon AWS
2 27 (9.75%) Amazon EC2
3 26 (9.39%) Amazon S3
4 25 (9.03%) Amazon EMR
5 9 (3.25%) Microsoft Azure
5 9 (3.25%) SaaS
6 4 (1.44%) GitHub
Communications & Networking
1 12 (4.33%) Internet
2 3 (1.08%) HTTP
2 3 (1.08%) Skype
3 2 (0.72%) Wireshark
4 1 (0.36%) Firewall
4 1 (0.36%) Intrusion Detection
4 1 (0.36%) VPN
Database & Business Intelligence
1 123 (44.40%) Big Data
2 89 (32.13%) Data Mining
3 83 (29.96%) NoSQL
4 70 (25.27%) Hadoop
5 60 (21.66%) MongoDB
6 42 (15.16%) PostgreSQL
7 39 (14.08%) Neo4j
8 32 (11.55%) Apache Hive
9 31 (11.19%) SQL Server
10 27 (9.75%) Mahout
11 25 (9.03%) Impala
12 19 (6.86%) Apache Cassandra
13 17 (6.14%) Text Mining
14 12 (4.33%) HBase
14 12 (4.33%) Relational Database
15 3 (1.08%) Redis
16 2 (0.72%) Apache Accumulo
16 2 (0.72%) Data Warehouse
16 2 (0.72%) MySQL
17 1 (0.36%) Amazon Redshift
Development Applications
1 57 (20.58%) Git (software)
2 27 (9.75%) Jenkins
3 25 (9.03%) Maven
3 25 (9.03%) Vagrant
3 25 (9.03%) Yeoman
4 20 (7.22%) Subversion
5 12 (4.33%) Gradle
6 8 (2.89%) PhantomJS
6 8 (2.89%) Selenium
7 4 (1.44%) Mercurial
8 3 (1.08%) Fiddler
9 2 (0.72%) TeamCity
General
1 67 (24.19%) Finance
2 26 (9.39%) Retail
3 23 (8.30%) Banking
4 18 (6.50%) Telecoms
5 16 (5.78%) Manufacturing
6 11 (3.97%) Games
7 8 (2.89%) Marketing
8 7 (2.53%) Law
9 6 (2.17%) German Language
10 5 (1.81%) Pharmaceutical
11 2 (0.72%) Multimedia
12 1 (0.36%) Advertising
12 1 (0.36%) Financial Institution
Job Titles
1 113 (40.79%) Developer
2 46 (16.61%) Data Scientist
3 42 (15.16%) Java Developer
4 37 (13.36%) Senior Developer
5 30 (10.83%) Architect
6 22 (7.94%) Machine Learning Developer
6 22 (7.94%) Senior Java Developer
6 22 (7.94%) Solutions Architect
7 21 (7.58%) Full Stack Developer
8 19 (6.86%) Python Developer
9 18 (6.50%) JavaScript Developer
9 18 (6.50%) Software Developer
10 14 (5.05%) Data Architect
11 13 (4.69%) Consultant
11 13 (4.69%) Data Consultant
11 13 (4.69%) Senior Data Scientist
12 12 (4.33%) Machine Learning Scientist
13 11 (3.97%) Data Analytics Consultant
13 11 (3.97%) Data Manager
13 11 (3.97%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 49 (17.69%) CSS
1 49 (17.69%) HTML
2 44 (15.88%) D3.js
2 44 (15.88%) SciPy
3 40 (14.44%) Pandas
3 40 (14.44%) Web Services
4 39 (14.08%) RESTful
5 37 (13.36%) AngularJS
6 34 (12.27%) .NET
6 34 (12.27%) HTML5
7 33 (11.91%) scikit-learn
8 30 (10.83%) Spring
9 25 (9.03%) Cascalog
10 20 (7.22%) NumPy
11 18 (6.50%) jQuery
12 17 (6.14%) Kafka
13 15 (5.42%) CSS3
14 14 (5.05%) Django
15 13 (4.69%) ASP.NET Web API
16 11 (3.97%) Lucene
Miscellaneous
1 96 (34.66%) Computer Science
2 93 (33.57%) Algorithms
3 74 (26.71%) Analytical Skills
4 53 (19.13%) Mathematics
5 46 (16.61%) Statistics
5 46 (16.61%) Visualisation
6 37 (13.36%) Physics
7 30 (10.83%) Social Media
8 20 (7.22%) Clustering
9 17 (6.14%) Neural Network
10 15 (5.42%) Data Structures
11 13 (4.69%) Artificial Intelligence
12 12 (4.33%) Mobile App
12 12 (4.33%) Ontologies
13 10 (3.61%) Blog
13 10 (3.61%) Semantic Web
14 9 (3.25%) Foreign Exchange (FX)
14 9 (3.25%) Hedge funds
14 9 (3.25%) Life Science
15 8 (2.89%) User Experience
Operating Systems
1 26 (9.39%) Linux
2 10 (3.61%) Debian
3 9 (3.25%) Ubuntu
4 8 (2.89%) Unix
5 7 (2.53%) Android
5 7 (2.53%) Apple iOS
6 4 (1.44%) Mac OS X
7 2 (0.72%) CentOS
8 1 (0.36%) Windows
Processes & Methodologies
1 177 (63.90%) Machine Learning
2 133 (48.01%) Analytics
3 92 (33.21%) Agile Software Development
4 59 (21.30%) Data Analytics
5 58 (20.94%) Continuous Integration
5 58 (20.94%) Data Analysis
6 56 (20.22%) Open Source
7 40 (14.44%) Mentoring
7 40 (14.44%) TDD
8 39 (14.08%) Unit Testing
9 38 (13.72%) Statistical Analysis
10 34 (12.27%) Data Visualisation
11 32 (11.55%) Data Modelling
11 32 (11.55%) Data Munging
12 30 (10.83%) Software Engineering
13 26 (9.39%) Time Series Analysis
14 25 (9.03%) OO
15 24 (8.66%) Content Management
15 24 (8.66%) TOGAF
15 24 (8.66%) Zachman Framework
Programming Languages
1 153 (55.23%) Python
2 127 (45.85%) Java
3 91 (32.85%) JavaScript
4 77 (27.80%) SQL
5 61 (22.02%) C++
6 58 (20.94%) R
7 51 (18.41%) Scala
8 42 (15.16%) Bash Shell
9 38 (13.72%) Clojure
10 29 (10.47%) C#
11 25 (9.03%) Ruby
11 25 (9.03%) VBA
12 16 (5.78%) MATLAB
13 12 (4.33%) C
13 12 (4.33%) COBOL
14 7 (2.53%) Perl
15 5 (1.81%) Haskell
16 3 (1.08%) Objective-C
17 2 (0.72%) Go
17 2 (0.72%) Lua
Qualifications
1 111 (40.07%) Degree
2 60 (21.66%) PhD
3 5 (1.81%) Postgraduate
4 4 (1.44%) SC Cleared
4 4 (1.44%) Security Cleared
5 1 (0.36%) DV Cleared
Quality Assurance & Compliance
1 6 (2.17%) QA
2 1 (0.36%) Data Quality
2 1 (0.36%) HIPAA
2 1 (0.36%) ISO/IEC 27001
2 1 (0.36%) SNOMED CT
System Software
1 25 (9.03%) VirtualBox
2 6 (2.17%) Docker
3 2 (0.72%) iptables
3 2 (0.72%) VMware Infrastructure
3 2 (0.72%) Xen
Systems Management
1 13 (4.69%) Opscode Chef
2 9 (3.25%) Ansible
3 7 (2.53%) Icinga
3 7 (2.53%) Kibana
3 7 (2.53%) Puppet
4 2 (0.72%) Nagios
4 2 (0.72%) Salt
4 2 (0.72%) ZABBIX
5 1 (0.36%) Hadoop YARN
Vendors
1 14 (5.05%) IBM
1 14 (5.05%) Microsoft
2 11 (3.97%) Oracle
2 11 (3.97%) Tableau
3 10 (3.61%) Teradata
4 9 (3.25%) Xamarin
5 7 (2.53%) Bloomberg
6 3 (1.08%) Google
6 3 (1.08%) Twitter
7 2 (0.72%) VMware
8 1 (0.36%) Facebook
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