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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Natural Language Processing
Rank 831 827 801
Rank change year-on-year
-4 -26
Permanent jobs citing Natural Language Processing 35 37 68
As % of all permanent IT jobs located in England 0.033% 0.036% 0.062%
As % of the Libraries, Frameworks & Software Standards category 0.090% 0.088% 0.15%
Number of salaries quoted 28 34 59
Average salary £60,000 £50,000 £35,000
Average salary % change year-on-year
+20.00% +42.85%
90% offered a salary of more than £46,750 £45,000 £27,500
10% offered a salary of more than £68,250 £75,250 £52,500
UK excluding London average salary £47,500 £57,500 £33,000
% change year-on-year
-17.39% +74.24%
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
38738 42109 46353
As % of all permanent IT jobs located in England 36.88% 41.19% 42.51%
Number of salaries quoted 33548 35852 41530
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £29,000 £28,000
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

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 19 December 2014.

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 19 December 2014. 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 +27 28 £67,500 +35.00% 3
South West -8 2 £47,500 -11.62%
West Midlands - 2 £40,000 - 1
East of England - 2 £40,000 - 1
South East +5 1 £55,000 -31.25%
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 19 December 2014, 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 45 (56.96%) Software Engineering
2 44 (55.70%) Analytics
3 42 (53.16%) Java
3 42 (53.16%) Computer Science
4 35 (44.30%) Algorithms
5 34 (43.04%) Machine Learning
6 32 (40.51%) C++
7 31 (39.24%) Finance
8 30 (37.97%) Hadoop
9 29 (36.71%) Python
10 27 (34.18%) JavaScript
10 27 (34.18%) SQL
10 27 (34.18%) Mathematics
11 26 (32.91%) Agile Software Development
12 23 (29.11%) Big Data
12 23 (29.11%) Jenkins
13 22 (27.85%) Clustering
13 22 (27.85%) Data Structures
13 22 (27.85%) Social Media
13 22 (27.85%) NoSQL
13 22 (27.85%) Risk Analysis
13 22 (27.85%) Multithreading
13 22 (27.85%) R
13 22 (27.85%) STL
13 22 (27.85%) Boost C++ Libraries
14 21 (26.58%) MongoDB
14 21 (26.58%) Git (software)
15 18 (22.78%) MySQL
16 16 (20.25%) Apache Pig
17 15 (18.99%) Eclipse

Natural Language Processing
Top Related IT Skills in England by Category

For the 6 months to 19 December 2014, 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 16 (20.25%) Apache Pig
2 15 (18.99%) Apache Solr
3 10 (12.66%) Confluence
3 10 (12.66%) Node.js
4 5 (6.33%) SAS
5 3 (3.80%) Tomcat
6 2 (2.53%) Elasticsearch
6 2 (2.53%) GlassFish
7 1 (1.27%) Apache
7 1 (1.27%) Drupal
Applications
1 6 (7.59%) Mathematica
2 4 (5.06%) CPLEX
2 4 (5.06%) SPSS
Cloud Services
1 11 (13.92%) Amazon EC2
1 11 (13.92%) Amazon S3
1 11 (13.92%) Amazon AWS
1 11 (13.92%) Amazon EMR
2 2 (2.53%) SaaS
Communications & Networking
1 6 (7.59%) Internet
2 2 (2.53%) Firewall
2 2 (2.53%) VoIP
3 1 (1.27%) HTTP
Database & Business Intelligence
1 30 (37.97%) Hadoop
2 23 (29.11%) Big Data
3 22 (27.85%) NoSQL
4 21 (26.58%) MongoDB
5 18 (22.78%) MySQL
6 13 (16.46%) PostgreSQL
7 12 (15.19%) Apache Hive
8 11 (13.92%) Mahout
8 11 (13.92%) Impala
9 10 (12.66%) Redis
10 8 (10.13%) Amazon Redshift
10 8 (10.13%) Amazon DynamoDB
11 5 (6.33%) Data Mining
12 4 (5.06%) Relational Database
13 1 (1.27%) Triplestore
Development Applications
1 23 (29.11%) Jenkins
2 21 (26.58%) Git (software)
3 15 (18.99%) Eclipse
4 12 (15.19%) Artifactory
5 11 (13.92%) Yeoman
6 10 (12.66%) JIRA
7 8 (10.13%) Selenium
8 3 (3.80%) Maven
8 3 (3.80%) Selenium IDE
8 3 (3.80%) Cucumber
9 2 (2.53%) JUnit
10 1 (1.27%) Subversion
10 1 (1.27%) Team Foundation Server
General
1 31 (39.24%) Finance
2 6 (7.59%) Retail
3 2 (2.53%) Telecoms
4 1 (1.27%) Pharmaceutical
Job Titles
1 30 (37.97%) Developer
2 22 (27.85%) C++ Developer
3 16 (20.25%) Data Scientist
4 14 (17.72%) Software Engineer
5 12 (15.19%) Senior Software Engineer
6 5 (6.33%) Java Developer
6 5 (6.33%) Tester
7 4 (5.06%) Automation Tester
8 3 (3.80%) Automation Engineer
8 3 (3.80%) Technical Tester
8 3 (3.80%) Senior Test Engineer
8 3 (3.80%) Test Engineer
9 2 (2.53%) Design Engineer
9 2 (2.53%) Analyst
9 2 (2.53%) J2EE Software Engineer
9 2 (2.53%) iOS Developer
9 2 (2.53%) QA Tester
9 2 (2.53%) Java Engineer
9 2 (2.53%) Research Scientist
9 2 (2.53%) Selenium Tester
Libraries, Frameworks & Software Standards
1 22 (27.85%) STL
1 22 (27.85%) Boost C++ Libraries
2 13 (16.46%) RESTful
3 11 (13.92%) Cascalog
3 11 (13.92%) Pandas
3 11 (13.92%) D3.js
3 11 (13.92%) SciPy
4 10 (12.66%) Web Services
5 5 (6.33%) jQuery
6 3 (3.80%) J2EE
6 3 (3.80%) REST
7 2 (2.53%) EJB
7 2 (2.53%) Hibernate
7 2 (2.53%) Spring
8 1 (1.27%) JSON
8 1 (1.27%) HTML
8 1 (1.27%) iOS SDK
8 1 (1.27%) HTML5
8 1 (1.27%) Cocoa
8 1 (1.27%) Lucene
Miscellaneous
1 42 (53.16%) Computer Science
2 35 (44.30%) Algorithms
3 27 (34.18%) Mathematics
4 22 (27.85%) Clustering
4 22 (27.85%) Data Structures
4 22 (27.85%) Social Media
5 15 (18.99%) Visualisation
6 12 (15.19%) Analytical Skills
7 10 (12.66%) Open Source
7 10 (12.66%) Statistics
8 5 (6.33%) Artificial Intelligence
8 5 (6.33%) Physics
9 4 (5.06%) Chemistry
9 4 (5.06%) Psychology
9 4 (5.06%) Applied Mathematics
9 4 (5.06%) Neural Network
9 4 (5.06%) Economics
9 4 (5.06%) Informatics
9 4 (5.06%) Digital Media
10 2 (2.53%) Enterprise Software
Operating Systems
1 14 (17.72%) Linux
2 4 (5.06%) UNIX
3 2 (2.53%) Windows
3 2 (2.53%) Android
3 2 (2.53%) Apple iOS
Processes & Methodologies
1 45 (56.96%) Software Engineering
2 44 (55.70%) Analytics
3 34 (43.04%) Machine Learning
4 26 (32.91%) Agile Software Development
5 22 (27.85%) Risk Analysis
5 22 (27.85%) Multithreading
6 15 (18.99%) Statistical Analysis
6 15 (18.99%) Time Series Analysis
7 13 (16.46%) Continuous Integration
8 11 (13.92%) Unit Testing
8 11 (13.92%) Use Case
8 11 (13.92%) Data Visualisation
8 11 (13.92%) Coaching
8 11 (13.92%) Data Munging
8 11 (13.92%) User Stories
9 10 (12.66%) Bayesian Methods
9 10 (12.66%) BDD
9 10 (12.66%) Performance Testing
10 8 (10.13%) Scrum
11 6 (7.59%) OOD
Programming Languages
1 42 (53.16%) Java
2 32 (40.51%) C++
3 29 (36.71%) Python
4 27 (34.18%) SQL
4 27 (34.18%) JavaScript
5 22 (27.85%) R
6 15 (18.99%) Clojure
7 11 (13.92%) VBA
7 11 (13.92%) MATLAB
7 11 (13.92%) Bash Shell
8 6 (7.59%) Ruby
9 4 (5.06%) Perl
10 2 (2.53%) Scala
10 2 (2.53%) Shell Script
11 1 (1.27%) Objective-C
11 1 (1.27%) SPARQL
11 1 (1.27%) PHP
11 1 (1.27%) XQuery
Qualifications
1 11 (13.92%) PhD
2 8 (10.13%) Degree
3 2 (2.53%) SC Cleared
3 2 (2.53%) Security Cleared
Quality Assurance & Compliance
1 2 (2.53%) QA
System Software
1 11 (13.92%) VirtualBox
Systems Management
1 11 (13.92%) Vagrant
Vendors
1 14 (17.72%) Twitter
2 2 (2.53%) Cisco
2 2 (2.53%) Juniper
2 2 (2.53%) VMware
2 2 (2.53%) F5
3 1 (1.27%) Cognizant
3 1 (1.27%) Oracle
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