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

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Natural Language Processing
Rank 605 627 605
Rank change year-on-year
+22 -22
Permanent jobs citing Natural Language Processing 31 39 15
As % of all permanent IT jobs located in London 0.070% 0.081% 0.034%
As % of the Libraries, Frameworks & Software Standards category 0.19% 0.21% 0.085%
Number of salaries quoted 28 39 14
Average salary £65,000 £67,500 £70,000
Average salary % change year-on-year
-3.70% -3.57%
90% offered a salary of more than £50,000 £49,500 £48,750
10% offered a salary of more than £74,750 £72,500 £75,000
UK excluding London average salary £60,000 £47,500 £40,000
% change year-on-year
+26.31% +18.75%
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
16325 18668 17671
As % of all permanent IT jobs located in London 36.91% 38.78% 39.84%
Number of salaries quoted 14030 16068 15087
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 31 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 31 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 +19 2 £65,000 -10.34%
Brentford - 1 £65,000 - 1
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 31 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 (57.55%) Analytics
2 59 (55.66%) Python
3 58 (54.72%) Machine Learning
4 48 (45.28%) SQL
5 46 (43.40%) Analytical Skills
6 44 (41.51%) Computer Science
7 43 (40.57%) Hadoop
8 42 (39.62%) Statistical Analysis
8 42 (39.62%) R
9 41 (38.68%) Algorithms
9 41 (38.68%) Amazon AWS
9 41 (38.68%) Clojure
10 38 (35.85%) Agile Software Development
10 38 (35.85%) MongoDB
10 38 (35.85%) Visualisation
11 37 (34.91%) Mathematics
11 37 (34.91%) scikit-learn
11 37 (34.91%) Pandas
11 37 (34.91%) Apache Hive
11 37 (34.91%) Time Series Analysis
11 37 (34.91%) Mahout
11 37 (34.91%) Apache Pig
12 36 (33.96%) Git (software)
13 35 (33.02%) Unit Testing
13 35 (33.02%) Continuous Integration
13 35 (33.02%) SciPy
13 35 (33.02%) Amazon EC2
13 35 (33.02%) Amazon S3
13 35 (33.02%) Bash Shell
13 35 (33.02%) PostgreSQL

Natural Language Processing
Top Related IT Skills in London by Category

For the 6 months to 31 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 37 (34.91%) Apache Pig
2 4 (3.77%) SAS
2 4 (3.77%) Apache Spark
3 3 (2.83%) Apache
4 2 (1.89%) Elasticsearch
4 2 (1.89%) IPython
5 1 (0.94%) Tomcat
5 1 (0.94%) CMS
5 1 (0.94%) Drupal
5 1 (0.94%) Apache Solr
Applications
1 3 (2.83%) SPSS
2 2 (1.89%) CPLEX
2 2 (1.89%) Weka
Cloud Services
1 41 (38.68%) Amazon AWS
2 35 (33.02%) Amazon EMR
2 35 (33.02%) Amazon EC2
2 35 (33.02%) Amazon S3
3 7 (6.60%) Google Analytics
Communications & Networking
1 5 (4.72%) HTTP
Database & Business Intelligence
1 43 (40.57%) Hadoop
2 38 (35.85%) MongoDB
3 37 (34.91%) Apache Hive
3 37 (34.91%) Mahout
4 35 (33.02%) Impala
4 35 (33.02%) PostgreSQL
5 31 (29.25%) NoSQL
6 25 (23.58%) Data Mining
7 20 (18.87%) Big Data
8 14 (13.21%) Text Mining
9 2 (1.89%) SAS Enterprise Miner
9 2 (1.89%) HBase
9 2 (1.89%) Relational Database
10 1 (0.94%) Triplestore
10 1 (0.94%) Redis
Development Applications
1 36 (33.96%) Git (software)
2 35 (33.02%) Jenkins
2 35 (33.02%) Yeoman
3 1 (0.94%) gulp
3 1 (0.94%) Subversion
3 1 (0.94%) Team Foundation Server
3 1 (0.94%) Mocha
3 1 (0.94%) Jasmine
General
1 27 (25.47%) Finance
2 25 (23.58%) Telecoms
2 25 (23.58%) Retail
3 4 (3.77%) Manufacturing
3 4 (3.77%) Games
4 2 (1.89%) Banking
4 2 (1.89%) Aerospace
4 2 (1.89%) Automotive
5 1 (0.94%) Legal
5 1 (0.94%) Back Office
5 1 (0.94%) Marketing
Job Titles
1 53 (50.00%) Data Scientist
2 39 (36.79%) Developer
3 17 (16.04%) C++ Developer
4 13 (12.26%) Data Analyst
4 13 (12.26%) Analyst
5 8 (7.55%) Consultant
5 8 (7.55%) Data Analytics Consultant
5 8 (7.55%) Data Consultant
6 6 (5.66%) Android Developer
6 6 (5.66%) Java Developer
7 4 (3.77%) Research Scientist
8 3 (2.83%) Software Engineer
9 2 (1.89%) Junior
9 2 (1.89%) Software Developer
9 2 (1.89%) Programmer
9 2 (1.89%) Junior Developer
9 2 (1.89%) Junior Software Developer
9 2 (1.89%) Python Developer
9 2 (1.89%) Lead Software Engineer
9 2 (1.89%) Core Java Developer
Libraries, Frameworks & Software Standards
1 37 (34.91%) Pandas
1 37 (34.91%) scikit-learn
2 35 (33.02%) SciPy
2 35 (33.02%) D3.js
2 35 (33.02%) Cascalog
3 17 (16.04%) Boost C++ Libraries
3 17 (16.04%) STL
4 5 (4.72%) Web Services
4 5 (4.72%) RESTful
5 2 (1.89%) HTML5
5 2 (1.89%) HTML
5 2 (1.89%) Java SE
6 1 (0.94%) Zend Framework
6 1 (0.94%) jQuery
6 1 (0.94%) J2EE
6 1 (0.94%) CSS
6 1 (0.94%) XML
6 1 (0.94%) XSLT
6 1 (0.94%) Lucene
6 1 (0.94%) CSS3
Miscellaneous
1 46 (43.40%) Analytical Skills
2 44 (41.51%) Computer Science
3 41 (38.68%) Algorithms
4 38 (35.85%) Visualisation
5 37 (34.91%) Mathematics
6 19 (17.92%) Data Structures
7 17 (16.04%) Social Media
7 17 (16.04%) Clustering
8 9 (8.49%) Physics
9 8 (7.55%) Statistics
10 4 (3.77%) Smartphone
11 3 (2.83%) Artificial Intelligence
11 3 (2.83%) Neural Network
12 2 (1.89%) Economics
12 2 (1.89%) Applied Mathematics
12 2 (1.89%) Social Network
13 1 (0.94%) Data Extraction
13 1 (0.94%) Semantic Web
13 1 (0.94%) Linked Data
13 1 (0.94%) Management Information System
Operating Systems
1 14 (13.21%) Android
2 3 (2.83%) Linux
3 2 (1.89%) UNIX
3 2 (1.89%) Apple iOS
Processes & Methodologies
1 61 (57.55%) Analytics
2 58 (54.72%) Machine Learning
3 42 (39.62%) Statistical Analysis
4 38 (35.85%) Agile Software Development
5 37 (34.91%) Time Series Analysis
6 35 (33.02%) Data Munging
6 35 (33.02%) User Stories
6 35 (33.02%) Unit Testing
6 35 (33.02%) Continuous Integration
6 35 (33.02%) Data Visualisation
7 25 (23.58%) Data Analytics
8 23 (21.70%) Use Case
9 22 (20.75%) Data Analysis
10 21 (19.81%) Software Engineering
10 21 (19.81%) Open Source
11 20 (18.87%) Multithreading
12 17 (16.04%) Risk Analysis
12 17 (16.04%) OO
13 16 (15.09%) Coaching
14 14 (13.21%) Business Analysis
Programming Languages
1 59 (55.66%) Python
2 48 (45.28%) SQL
3 42 (39.62%) R
4 41 (38.68%) Clojure
5 35 (33.02%) Bash Shell
5 35 (33.02%) VBA
5 35 (33.02%) C++
6 31 (29.25%) Java
7 10 (9.43%) MATLAB
8 6 (5.66%) JavaScript
8 6 (5.66%) C
9 4 (3.77%) Scala
10 3 (2.83%) Go
11 2 (1.89%) Apple Swift
11 2 (1.89%) Shell Script
11 2 (1.89%) Objective-C
11 2 (1.89%) C#
11 2 (1.89%) PHP
12 1 (0.94%) SPARQL
12 1 (0.94%) XQuery
Qualifications
1 25 (23.58%) PhD
2 23 (21.70%) Degree
3 16 (15.09%) Security Cleared
4 5 (4.72%) SC Cleared
System Software
1 35 (33.02%) VirtualBox
Systems Management
1 35 (33.02%) Vagrant
Vendors
1 8 (7.55%) Google
2 1 (0.94%) Zend
2 1 (0.94%) Cognizant
Brentford
Streamline Connections
Salary: £55000 - £75000 per annum + Benefits
Posted: 4 days ago
London
Computer Futures
Salary: competitive
Posted: 4 days ago
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 6 days ago
Isleworth, Middlesex
Cognizant
Posted: 16 days ago