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 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Mar 2015
Same period 2014 Same period 2013
Natural Language Processing
Rank 786 795 812
Rank change year-on-year
+9 +17
Permanent jobs citing Natural Language Processing 60 53 38
As % of all permanent IT jobs located in England 0.061% 0.054% 0.039%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.13% 0.096%
Number of salaries quoted 53 50 37
Average salary £57,500 £58,750 £52,500
Average salary % change year-on-year
-2.12% +11.90%
90% offered a salary of more than £45,500 £45,000 £30,000
10% offered a salary of more than £72,000 £65,000 £64,000
UK excluding London average salary £53,750 £57,500 £52,500
% change year-on-year
-6.52% +9.52%
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
36633 40211 39463
As % of all permanent IT jobs located in England 37.46% 40.90% 40.75%
Number of salaries quoted 31517 33729 34956
Average salary £44,000 £42,500 £41,500
Average salary % change year-on-year
+3.52% +2.40%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London average salary £40,000 £39,361 £37,500
% change year-on-year
+1.62% +4.96%

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 March 2015.

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 March 2015. 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 +36 52 £62,500 +6.38% 6
West Midlands - 6 £57,500 -
South West -30 1 £47,500 -26.92%
South East - 1 £30,000 -
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 5 March 2015, 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 51 (54.84%) Analytics
2 47 (50.54%) Agile Software Development
3 42 (45.16%) Computer Science
4 39 (41.94%) Python
5 38 (40.86%) Java
6 37 (39.78%) Machine Learning
7 36 (38.71%) MongoDB
8 35 (37.63%) SQL
9 34 (36.56%) NoSQL
10 32 (34.41%) Software Engineering
10 32 (34.41%) Git (software)
10 32 (34.41%) Hadoop
11 30 (32.26%) Mathematics
11 30 (32.26%) Algorithms
12 29 (31.18%) Continuous Integration
13 28 (30.11%) Analytical Skills
14 27 (29.03%) Jenkins
14 27 (29.03%) Unit Testing
15 26 (27.96%) Clojure
16 25 (26.88%) PostgreSQL
17 24 (25.81%) Finance
17 24 (25.81%) Amazon AWS
17 24 (25.81%) Mahout
18 23 (24.73%) Apache Hive
18 23 (24.73%) Apache Pig
18 23 (24.73%) Visualisation
18 23 (24.73%) Multithreading
18 23 (24.73%) Statistical Analysis
18 23 (24.73%) JavaScript
18 23 (24.73%) C++

Natural Language Processing
Top Related IT Skills in England by Category

For the 6 months to 5 March 2015, 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 23 (24.73%) Apache Pig
2 10 (10.75%) Confluence
2 10 (10.75%) Node.js
3 8 (8.60%) Apache Solr
4 5 (5.38%) Tomcat
5 3 (3.23%) Drupal
5 3 (3.23%) Apache
6 2 (2.15%) GlassFish
7 1 (1.08%) SAS
Applications
1 2 (2.15%) Weka
2 1 (1.08%) Spreadsheet
2 1 (1.08%) Mathematica
Business Applications
1 5 (5.38%) Google Analytics
Cloud Services
1 24 (25.81%) Amazon AWS
2 22 (23.66%) Amazon EC2
2 22 (23.66%) Amazon S3
2 22 (23.66%) Amazon EMR
3 2 (2.15%) SaaS
Communications & Networking
1 7 (7.53%) HTTP
2 1 (1.08%) Internet
Database & Business Intelligence
1 36 (38.71%) MongoDB
2 34 (36.56%) NoSQL
3 32 (34.41%) Hadoop
4 25 (26.88%) PostgreSQL
5 24 (25.81%) Mahout
6 23 (24.73%) Apache Hive
7 22 (23.66%) Impala
8 19 (20.43%) Big Data
9 13 (13.98%) Data Mining
10 10 (10.75%) Redis
11 8 (8.60%) Amazon DynamoDB
11 8 (8.60%) Amazon Redshift
12 7 (7.53%) MySQL
13 3 (3.23%) Triplestore
14 2 (2.15%) Text Mining
15 1 (1.08%) Apache Cassandra
Development Applications
1 32 (34.41%) Git (software)
2 27 (29.03%) Jenkins
3 22 (23.66%) Yeoman
4 10 (10.75%) JIRA
5 8 (8.60%) Selenium
6 6 (6.45%) Eclipse
7 5 (5.38%) Artifactory
8 4 (4.30%) Cucumber
8 4 (4.30%) Selenium IDE
9 3 (3.23%) Maven
9 3 (3.23%) Team Foundation Server
9 3 (3.23%) Subversion
10 2 (2.15%) JUnit
11 1 (1.08%) Hudson
General
1 24 (25.81%) Finance
2 11 (11.83%) Retail
2 11 (11.83%) Telecoms
3 1 (1.08%) Pharmaceutical
Job Titles
1 43 (46.24%) Developer
2 26 (27.96%) Data Scientist
3 20 (21.51%) C++ Developer
4 8 (8.60%) Analyst
4 8 (8.60%) Java Developer
5 7 (7.53%) Data Analyst
5 7 (7.53%) Software Engineer
6 5 (5.38%) Senior Software Engineer
6 5 (5.38%) Research Scientist
7 4 (4.30%) Automation Tester
7 4 (4.30%) Automation Engineer
7 4 (4.30%) Technical Tester
7 4 (4.30%) Test Engineer
7 4 (4.30%) Tester
7 4 (4.30%) Python Developer
8 3 (3.23%) Android Developer
8 3 (3.23%) Web Developer
8 3 (3.23%) Consultant
8 3 (3.23%) Senior Test Engineer
8 3 (3.23%) iOS Developer
Libraries, Frameworks & Software Standards
1 22 (23.66%) Pandas
1 22 (23.66%) Cascalog
1 22 (23.66%) SciPy
1 22 (23.66%) D3.js
2 20 (21.51%) Boost C++ Libraries
2 20 (21.51%) STL
3 16 (17.20%) RESTful
4 12 (12.90%) Web Services
5 6 (6.45%) Flask
5 6 (6.45%) Django
6 5 (5.38%) J2EE
7 4 (4.30%) jQuery
8 3 (3.23%) Lucene
8 3 (3.23%) HTML5
8 3 (3.23%) HTML
8 3 (3.23%) XML
8 3 (3.23%) XSLT
8 3 (3.23%) Apache Jena
8 3 (3.23%) REST
9 2 (2.15%) Android SDK
Miscellaneous
1 42 (45.16%) Computer Science
2 30 (32.26%) Mathematics
2 30 (32.26%) Algorithms
3 28 (30.11%) Analytical Skills
4 23 (24.73%) Visualisation
5 20 (21.51%) Social Media
5 20 (21.51%) Data Structures
5 20 (21.51%) Clustering
6 16 (17.20%) Open Source
7 10 (10.75%) Artificial Intelligence
8 8 (8.60%) Statistics
9 3 (3.23%) Physics
9 3 (3.23%) Ontologies
9 3 (3.23%) Semantic Web
9 3 (3.23%) Linked Data
10 2 (2.15%) Enterprise Software
11 1 (1.08%) Smartphone
11 1 (1.08%) Neural Network
11 1 (1.08%) Social Network
Operating Systems
1 13 (13.98%) Linux
2 10 (10.75%) Android
3 3 (3.23%) Apple iOS
4 2 (2.15%) UNIX
Processes & Methodologies
1 51 (54.84%) Analytics
2 47 (50.54%) Agile Software Development
3 37 (39.78%) Machine Learning
4 32 (34.41%) Software Engineering
5 29 (31.18%) Continuous Integration
6 27 (29.03%) Unit Testing
7 23 (24.73%) Multithreading
7 23 (24.73%) Statistical Analysis
8 22 (23.66%) User Stories
8 22 (23.66%) Time Series Analysis
8 22 (23.66%) Data Munging
8 22 (23.66%) Data Visualisation
9 20 (21.51%) Risk Analysis
9 20 (21.51%) Use Case
10 19 (20.43%) Coaching
11 12 (12.90%) TDD
11 12 (12.90%) Data Analysis
12 11 (11.83%) Scrum
13 10 (10.75%) Performance Testing
13 10 (10.75%) BDD
Programming Languages
1 39 (41.94%) Python
2 38 (40.86%) Java
3 35 (37.63%) SQL
4 26 (27.96%) Clojure
5 23 (24.73%) JavaScript
5 23 (24.73%) C++
6 22 (23.66%) VBA
6 22 (23.66%) Bash Shell
6 22 (23.66%) R
7 3 (3.23%) SPARQL
7 3 (3.23%) Scala
7 3 (3.23%) PHP
7 3 (3.23%) XQuery
8 2 (2.15%) Perl
8 2 (2.15%) Objective-C
8 2 (2.15%) Shell Script
8 2 (2.15%) MATLAB
8 2 (2.15%) Ruby
Qualifications
1 19 (20.43%) Degree
2 14 (15.05%) PhD
3 5 (5.38%) Security Cleared
4 4 (4.30%) VCP4
5 2 (2.15%) SC Cleared
System Software
1 22 (23.66%) VirtualBox
Systems Management
1 22 (23.66%) Vagrant
Vendors
1 5 (5.38%) Google
1 5 (5.38%) Twitter
2 1 (1.08%) Oracle
2 1 (1.08%) Cognizant
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