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

Location
3 months to
2 Jun 2015
Same period 2014 Same period 2013
Natural Language Processing
Rank 802 791 841
Rank change year-on-year
-11 +50
Permanent jobs citing Natural Language Processing 56 109 25
As % of all permanent IT jobs located in England 0.057% 0.099% 0.025%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.25% 0.062%
Number of salaries quoted 46 109 25
Average salary £67,500 £52,500 £45,000
Average salary % change year-on-year
+28.57% +16.66%
90% offered a salary of more than £47,500 £42,500 £37,500
10% offered a salary of more than £80,000 £67,500 £70,000
UK excluding London average salary £57,500 £47,500 £45,000
% change year-on-year
+21.05% +5.55%
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
37731 44159 40637
As % of all permanent IT jobs located in England 38.10% 40.22% 40.70%
Number of salaries quoted 32565 37990 35646
Average salary £45,000 £42,500 £40,000
Average salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London average salary £40,000 £40,000 £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 2 June 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 2 June 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 +16 53 £67,500 +22.72% 2
West Midlands -17 3 £57,500 +9.52%
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 2 June 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 65 (55.08%) Python
2 62 (52.54%) Analytics
3 58 (49.15%) Machine Learning
4 54 (45.76%) Agile Software Development
5 50 (42.37%) SQL
6 48 (40.68%) Computer Science
6 48 (40.68%) Amazon AWS
7 44 (37.29%) Analytical Skills
7 44 (37.29%) Continuous Integration
8 43 (36.44%) MongoDB
9 42 (35.59%) Unit Testing
9 42 (35.59%) Mathematics
10 41 (34.75%) Statistical Analysis
10 41 (34.75%) Hadoop
10 41 (34.75%) Clojure
11 40 (33.90%) Algorithms
12 39 (33.05%) Git (software)
13 38 (32.20%) Java
13 38 (32.20%) PostgreSQL
14 37 (31.36%) Visualisation
15 36 (30.51%) Mahout
15 36 (30.51%) NoSQL
15 36 (30.51%) Time Series Analysis
16 35 (29.66%) Jenkins
16 35 (29.66%) scikit-learn
16 35 (29.66%) Pandas
17 34 (28.81%) Impala
17 34 (28.81%) Data Munging
17 34 (28.81%) Cascalog
17 34 (28.81%) Amazon EMR

Natural Language Processing
Top Related IT Skills in England by Category

For the 6 months to 2 June 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 34 (28.81%) Apache Pig
2 5 (4.24%) Confluence
2 5 (4.24%) Node.js
3 4 (3.39%) Tomcat
4 3 (2.54%) Apache
4 3 (2.54%) Apache Solr
4 3 (2.54%) Apache Spark
5 2 (1.69%) Drupal
5 2 (1.69%) GlassFish
5 2 (1.69%) SAS
Applications
1 2 (1.69%) Weka
1 2 (1.69%) CPLEX
1 2 (1.69%) SPSS
2 1 (0.85%) Spreadsheet
Cloud Services
1 48 (40.68%) Amazon AWS
2 34 (28.81%) Amazon EMR
2 34 (28.81%) Amazon EC2
2 34 (28.81%) Amazon S3
3 8 (6.78%) Google Analytics
4 2 (1.69%) SaaS
Communications & Networking
1 7 (5.93%) HTTP
Database & Business Intelligence
1 43 (36.44%) MongoDB
2 41 (34.75%) Hadoop
3 38 (32.20%) PostgreSQL
4 36 (30.51%) Mahout
4 36 (30.51%) NoSQL
5 34 (28.81%) Impala
5 34 (28.81%) Apache Hive
6 29 (24.58%) Data Mining
7 22 (18.64%) Big Data
8 11 (9.32%) Text Mining
9 6 (5.08%) Redis
10 5 (4.24%) Amazon DynamoDB
10 5 (4.24%) Amazon Redshift
11 3 (2.54%) MySQL
12 2 (1.69%) Relational Database
12 2 (1.69%) Triplestore
12 2 (1.69%) HBase
13 1 (0.85%) Apache Cassandra
Development Applications
1 39 (33.05%) Git (software)
2 35 (29.66%) Jenkins
3 34 (28.81%) Yeoman
4 5 (4.24%) Selenium
4 5 (4.24%) JIRA
5 3 (2.54%) Cucumber
5 3 (2.54%) Selenium IDE
6 2 (1.69%) Maven
6 2 (1.69%) Subversion
6 2 (1.69%) Team Foundation Server
6 2 (1.69%) JUnit
7 1 (0.85%) Eclipse
7 1 (0.85%) Hudson
7 1 (0.85%) Artifactory
General
1 26 (22.03%) Finance
2 22 (18.64%) Retail
2 22 (18.64%) Telecoms
3 4 (3.39%) Games
4 2 (1.69%) Aerospace
4 2 (1.69%) Automotive
4 2 (1.69%) Manufacturing
Job Titles
1 52 (44.07%) Developer
2 46 (38.98%) Data Scientist
3 19 (16.10%) C++ Developer
4 15 (12.71%) Data Analyst
4 15 (12.71%) Analyst
5 8 (6.78%) Python Developer
5 8 (6.78%) Java Developer
6 7 (5.93%) Android Developer
7 6 (5.08%) Data Analytics Consultant
7 6 (5.08%) Consultant
7 6 (5.08%) Data Consultant
8 5 (4.24%) Research Scientist
9 4 (3.39%) Software Engineer
10 3 (2.54%) Test Engineer
10 3 (2.54%) Software Developer
10 3 (2.54%) Senior Developer
10 3 (2.54%) Senior Python Developer
10 3 (2.54%) Django Developer
10 3 (2.54%) Automation Engineer
10 3 (2.54%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 35 (29.66%) scikit-learn
1 35 (29.66%) Pandas
2 34 (28.81%) Cascalog
2 34 (28.81%) D3.js
2 34 (28.81%) SciPy
3 19 (16.10%) STL
3 19 (16.10%) Boost C++ Libraries
4 13 (11.02%) RESTful
5 10 (8.47%) Web Services
6 9 (7.63%) Django
6 9 (7.63%) Flask
7 4 (3.39%) J2EE
8 2 (1.69%) Apache Jena
8 2 (1.69%) HTML5
8 2 (1.69%) REST
8 2 (1.69%) Lucene
8 2 (1.69%) Java SE
8 2 (1.69%) jQuery
8 2 (1.69%) HTML
8 2 (1.69%) EJB
Miscellaneous
1 48 (40.68%) Computer Science
2 44 (37.29%) Analytical Skills
3 42 (35.59%) Mathematics
4 40 (33.90%) Algorithms
5 37 (31.36%) Visualisation
6 21 (17.80%) Data Structures
7 19 (16.10%) Social Media
7 19 (16.10%) Clustering
8 13 (11.02%) Artificial Intelligence
9 10 (8.47%) Statistics
10 5 (4.24%) Physics
11 4 (3.39%) Smartphone
12 3 (2.54%) Neural Network
13 2 (1.69%) Enterprise Software
13 2 (1.69%) Linked Data
13 2 (1.69%) Economics
13 2 (1.69%) Ontologies
13 2 (1.69%) Applied Mathematics
13 2 (1.69%) Semantic Web
14 1 (0.85%) Data Extraction
Operating Systems
1 16 (13.56%) Android
2 9 (7.63%) Linux
3 4 (3.39%) UNIX
4 2 (1.69%) Apple iOS
Processes & Methodologies
1 62 (52.54%) Analytics
2 58 (49.15%) Machine Learning
3 54 (45.76%) Agile Software Development
4 44 (37.29%) Continuous Integration
5 42 (35.59%) Unit Testing
6 41 (34.75%) Statistical Analysis
7 36 (30.51%) Time Series Analysis
8 34 (28.81%) Data Munging
8 34 (28.81%) User Stories
8 34 (28.81%) Data Visualisation
9 32 (27.12%) Software Engineering
10 24 (20.34%) Use Case
11 22 (18.64%) Multithreading
11 22 (18.64%) Data Analysis
11 22 (18.64%) Data Analytics
12 21 (17.80%) Open Source
13 19 (16.10%) Risk Analysis
14 17 (14.41%) Coaching
15 16 (13.56%) Mentoring
15 16 (13.56%) OO
Programming Languages
1 65 (55.08%) Python
2 50 (42.37%) SQL
3 41 (34.75%) Clojure
4 38 (32.20%) Java
5 34 (28.81%) R
5 34 (28.81%) Bash Shell
5 34 (28.81%) VBA
6 31 (26.27%) C++
7 13 (11.02%) JavaScript
8 6 (5.08%) MATLAB
9 4 (3.39%) Scala
10 3 (2.54%) C
11 2 (1.69%) Apple Swift
11 2 (1.69%) Ruby
11 2 (1.69%) SPARQL
11 2 (1.69%) Objective-C
11 2 (1.69%) XQuery
11 2 (1.69%) Shell Script
11 2 (1.69%) C#
11 2 (1.69%) Perl
Qualifications
1 30 (25.42%) Degree
2 22 (18.64%) PhD
3 13 (11.02%) Security Cleared
4 2 (1.69%) SC Cleared
System Software
1 34 (28.81%) VirtualBox
Systems Management
1 34 (28.81%) Vagrant
Vendors
1 8 (6.78%) Google
2 1 (0.85%) Twitter
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 4 days ago
London
Qualserv Consulting
Salary: negotiable
Posted: 5 days ago