The table below looks at the statistics for Natural Language Processing skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Natural Language Processing
Rank 594 598 588
Rank change year-on-year
+4 -10
Permanent jobs citing Natural Language Processing 39 55 15
As % of all permanent IT jobs located in London 0.087% 0.11% 0.034%
As % of the Libraries, Frameworks & Software Standards category 0.23% 0.29% 0.085%
Number of salaries quoted 34 55 14
Average salary £67,500 £65,000 £70,000
Average salary % change year-on-year
+3.84% -7.14%
90% offered a salary of more than £50,750 £47,500 £48,750
10% offered a salary of more than £80,000 £74,000 £75,000
UK excluding London average salary - £47,500 £45,000
% change year-on-year
- +5.55%
Natural Language Processing
England

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 London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
16609 19103 17607
As % of all permanent IT jobs located in London 37.26% 38.99% 39.92%
Number of salaries quoted 14351 16467 15160
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

Natural Language Processing
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Natural Language Processing across the London region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

Natural Language Processing Jobs Demand Trend in London

Natural Language Processing
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Natural Language Processing across the London region.

Natural Language Processing Salary Trend in London

Natural Language Processing
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Natural Language Processing across the London region over the 3 months to 3 July 2015.

Natural Language Processing Salary Histogram in London

Natural Language Processing
Job Locations in London

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 London region over the 3 months to 3 July 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
City of London +31 3 £65,000 -29.72%
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 3 July 2015, IT jobs across the London 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 61 (58.10%) Analytics
2 59 (56.19%) Python
3 57 (54.29%) Machine Learning
4 50 (47.62%) SQL
5 45 (42.86%) Computer Science
5 45 (42.86%) Analytical Skills
6 44 (41.90%) Amazon AWS
7 43 (40.95%) Clojure
7 43 (40.95%) Statistical Analysis
8 42 (40.00%) Hadoop
9 40 (38.10%) MongoDB
10 39 (37.14%) Visualisation
11 38 (36.19%) Agile Software Development
11 38 (36.19%) R
11 38 (36.19%) scikit-learn
11 38 (36.19%) Pandas
11 38 (36.19%) Algorithms
11 38 (36.19%) Time Series Analysis
11 38 (36.19%) Mahout
12 37 (35.24%) Git (software)
13 36 (34.29%) Unit Testing
13 36 (34.29%) Continuous Integration
13 36 (34.29%) Data Visualisation
13 36 (34.29%) VirtualBox
13 36 (34.29%) Apache Hive
13 36 (34.29%) SciPy
13 36 (34.29%) Amazon EC2
13 36 (34.29%) Amazon S3
13 36 (34.29%) Bash Shell
13 36 (34.29%) PostgreSQL

Natural Language Processing
Top Related IT Skills in London by Category

For the 6 months to 3 July 2015, IT jobs across the London 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 36 (34.29%) Apache Pig
2 4 (3.81%) Apache Spark
3 3 (2.86%) Apache
4 2 (1.90%) IPython
4 2 (1.90%) SAS
5 1 (0.95%) Drupal
5 1 (0.95%) Apache Solr
5 1 (0.95%) Confluence
5 1 (0.95%) Node.js
5 1 (0.95%) Tomcat
Applications
1 2 (1.90%) SPSS
1 2 (1.90%) CPLEX
1 2 (1.90%) Weka
Cloud Services
1 44 (41.90%) Amazon AWS
2 36 (34.29%) Amazon EMR
2 36 (34.29%) Amazon EC2
2 36 (34.29%) Amazon S3
3 8 (7.62%) Google Analytics
Communications & Networking
1 6 (5.71%) HTTP
Database & Business Intelligence
1 42 (40.00%) Hadoop
2 40 (38.10%) MongoDB
3 38 (36.19%) Mahout
4 36 (34.29%) Impala
4 36 (34.29%) Apache Hive
4 36 (34.29%) PostgreSQL
5 34 (32.38%) NoSQL
6 22 (20.95%) Data Mining
7 20 (19.05%) Big Data
8 13 (12.38%) Text Mining
9 2 (1.90%) HBase
9 2 (1.90%) Redis
9 2 (1.90%) Relational Database
10 1 (0.95%) Amazon Redshift
10 1 (0.95%) Amazon DynamoDB
10 1 (0.95%) Triplestore
Development Applications
1 37 (35.24%) Git (software)
2 36 (34.29%) Jenkins
2 36 (34.29%) Yeoman
3 1 (0.95%) Team Foundation Server
3 1 (0.95%) Subversion
3 1 (0.95%) JIRA
3 1 (0.95%) Selenium
General
1 25 (23.81%) Telecoms
1 25 (23.81%) Finance
1 25 (23.81%) Retail
2 4 (3.81%) Manufacturing
2 4 (3.81%) Games
3 2 (1.90%) Banking
3 2 (1.90%) Aerospace
3 2 (1.90%) Automotive
Job Titles
1 51 (48.57%) Data Scientist
2 39 (37.14%) Developer
3 17 (16.19%) C++ Developer
4 15 (14.29%) Data Analyst
4 15 (14.29%) Analyst
5 8 (7.62%) Consultant
5 8 (7.62%) Data Analytics Consultant
5 8 (7.62%) Data Consultant
6 7 (6.67%) Android Developer
6 7 (6.67%) Java Developer
7 3 (2.86%) Software Engineer
7 3 (2.86%) Research Scientist
8 2 (1.90%) Core Java Developer
8 2 (1.90%) iOS Developer
8 2 (1.90%) Junior
8 2 (1.90%) Software Developer
8 2 (1.90%) Programmer
8 2 (1.90%) Junior Developer
8 2 (1.90%) Junior Software Developer
8 2 (1.90%) Python Developer
Libraries, Frameworks & Software Standards
1 38 (36.19%) Pandas
1 38 (36.19%) scikit-learn
2 36 (34.29%) SciPy
2 36 (34.29%) D3.js
2 36 (34.29%) Cascalog
3 17 (16.19%) Boost C++ Libraries
3 17 (16.19%) STL
4 7 (6.67%) RESTful
5 6 (5.71%) Web Services
6 2 (1.90%) Java SE
7 1 (0.95%) jQuery
7 1 (0.95%) HTML
7 1 (0.95%) J2EE
7 1 (0.95%) XML
7 1 (0.95%) XSLT
7 1 (0.95%) Lucene
7 1 (0.95%) HTML5
7 1 (0.95%) Apache Jena
7 1 (0.95%) Android SDK
Miscellaneous
1 45 (42.86%) Computer Science
1 45 (42.86%) Analytical Skills
2 39 (37.14%) Visualisation
3 38 (36.19%) Algorithms
4 35 (33.33%) Mathematics
5 19 (18.10%) Data Structures
6 17 (16.19%) Clustering
6 17 (16.19%) Social Media
7 9 (8.57%) Statistics
8 7 (6.67%) Physics
9 4 (3.81%) Smartphone
9 4 (3.81%) Artificial Intelligence
10 3 (2.86%) Neural Network
11 2 (1.90%) Economics
11 2 (1.90%) Applied Mathematics
12 1 (0.95%) Ontologies
12 1 (0.95%) Linked Data
12 1 (0.95%) Social Network
12 1 (0.95%) Data Extraction
12 1 (0.95%) Semantic Web
Operating Systems
1 16 (15.24%) Android
2 4 (3.81%) Linux
3 2 (1.90%) UNIX
3 2 (1.90%) Apple iOS
Processes & Methodologies
1 61 (58.10%) Analytics
2 57 (54.29%) Machine Learning
3 43 (40.95%) Statistical Analysis
4 38 (36.19%) Agile Software Development
4 38 (36.19%) Time Series Analysis
5 36 (34.29%) User Stories
5 36 (34.29%) Data Munging
5 36 (34.29%) Unit Testing
5 36 (34.29%) Continuous Integration
5 36 (34.29%) Data Visualisation
6 24 (22.86%) Use Case
6 24 (22.86%) Data Analytics
7 23 (21.90%) Data Analysis
8 22 (20.95%) Software Engineering
8 22 (20.95%) Open Source
9 20 (19.05%) Multithreading
10 18 (17.14%) OO
11 17 (16.19%) Risk Analysis
11 17 (16.19%) Coaching
12 16 (15.24%) Mentoring
Programming Languages
1 59 (56.19%) Python
2 50 (47.62%) SQL
3 43 (40.95%) Clojure
4 38 (36.19%) R
5 36 (34.29%) VBA
5 36 (34.29%) Bash Shell
6 33 (31.43%) C++
7 32 (30.48%) Java
8 8 (7.62%) MATLAB
9 7 (6.67%) JavaScript
10 5 (4.76%) C
11 4 (3.81%) Scala
12 3 (2.86%) Go
13 2 (1.90%) Apple Swift
13 2 (1.90%) Objective-C
13 2 (1.90%) C#
14 1 (0.95%) PHP
14 1 (0.95%) SPARQL
14 1 (0.95%) XQuery
Qualifications
1 24 (22.86%) PhD
2 23 (21.90%) Degree
3 14 (13.33%) Security Cleared
4 3 (2.86%) SC Cleared
System Software
1 36 (34.29%) VirtualBox
Systems Management
1 36 (34.29%) Vagrant
Vendors
1 8 (7.62%) Google
London
Client Server
Salary: £55000 - £80000 per annum + bonus + benefits
Posted: Yesterday