The table below looks at the statistics for Natural Language Processing skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Natural Language Processing over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 417 - 417
Rank change year-on-year
- 0
Contract jobs citing Natural Language Processing 6 0 6
As % of all contract IT jobs located in London 0.028% - 0.026%
As % of the Libraries, Frameworks & Software Standards category 0.087% - 0.082%
Number of daily rates quoted 2 0 5
Median daily rate £475 - £425
90% offered a daily rate of more than £415 - £403
10% offered a daily rate of more than £535 - £550
UK excluding London median daily rate £675 - £520
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
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 contract jobs advertised in the London region.

Libraries, Frameworks & Software Standards Category
London
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
6905 7302 7306
As % of all contract IT jobs located in London 32.34% 31.25% 31.28%
Number of daily rates quoted 5299 5298 5278
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £600 £575 £572
UK excluding London median daily rate £375 £350 £350
% change year-on-year
+7.14% -
Number of hourly rates quoted 25 50 32
Median hourly rate £40.00 £22.50 £45.00
Median hourly rate % change year-on-year
+77.77% -50.00%
90% offered a hourly rate of more than £20.00 £16.13 £18.00
10% offered a hourly rate of more than £190.00 £60.00 £160.00
UK excluding London median hourly rate £35.75 £40.00 £35.00
% change year-on-year
-10.62% +14.28%

Natural Language Processing
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Natural Language Processing as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

Natural Language Processing Jobs Demand Trend in London

Natural Language Processing
Daily Rate Trend in London

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

Natural Language Processing Daily Rate Trend in London

Natural Language Processing
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Natural Language Processing across the London region over the 3 months to 25 June 2016.

Natural Language Processing Daily Rate Histogram in London

Natural Language Processing
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Natural Language Processing within the London region over the 3 months to 25 June 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Ruislip - 1 - - 1
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 25 June 2016, IT contractor jobs citing Natural Language Processing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Natural Language Processing.

1 8 (61.54%) Python
2 6 (46.15%) R
2 6 (46.15%) Big Data
2 6 (46.15%) Machine Learning
3 5 (38.46%) Analytics
3 5 (38.46%) Hadoop
3 5 (38.46%) Data Mining
4 4 (30.77%) Finance
4 4 (30.77%) C++
4 4 (30.77%) Java
4 4 (30.77%) Visualisation
4 4 (30.77%) Data Visualisation
5 3 (23.08%) Mahout
5 3 (23.08%) scikit-learn
5 3 (23.08%) Apache Hive
5 3 (23.08%) MongoDB
5 3 (23.08%) JavaScript
5 3 (23.08%) SQL
5 3 (23.08%) HTML
5 3 (23.08%) C#
5 3 (23.08%) PostgreSQL
5 3 (23.08%) Agile Software Development
5 3 (23.08%) Text Mining
5 3 (23.08%) Neural Network
5 3 (23.08%) Statistical Analysis
6 2 (15.38%) Unit Testing
6 2 (15.38%) Android
6 2 (15.38%) Mac OS
6 2 (15.38%) Computer Science
6 2 (15.38%) Speech Recognition

Natural Language Processing
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (15.38%) Apache
1 2 (15.38%) Apache Pig
1 2 (15.38%) SAS
2 1 (7.69%) Apache Spark
Applications
1 2 (15.38%) SPSS
2 1 (7.69%) Stata
Cloud Services
1 2 (15.38%) Amazon AWS
1 2 (15.38%) Amazon EC2
1 2 (15.38%) Amazon EMR
1 2 (15.38%) Amazon S3
2 1 (7.69%) GitHub
Database & Business Intelligence
1 6 (46.15%) Big Data
2 5 (38.46%) Data Mining
2 5 (38.46%) Hadoop
3 3 (23.08%) Apache Hive
3 3 (23.08%) Mahout
3 3 (23.08%) MongoDB
3 3 (23.08%) PostgreSQL
3 3 (23.08%) Text Mining
4 2 (15.38%) Impala
4 2 (15.38%) Neo4j
5 1 (7.69%) Amazon Redshift
5 1 (7.69%) Data Warehouse
5 1 (7.69%) MySQL
5 1 (7.69%) QlikView
5 1 (7.69%) Relational Database
5 1 (7.69%) SQL Server
5 1 (7.69%) SQL Server 2012
Development Applications
1 2 (15.38%) Vagrant
1 2 (15.38%) Yeoman
2 1 (7.69%) Bitbucket
2 1 (7.69%) Git (software)
2 1 (7.69%) JIRA
2 1 (7.69%) NUnit
General
1 4 (30.77%) Finance
2 1 (7.69%) Banking
2 1 (7.69%) Bulgarian Language
2 1 (7.69%) Estonian Language
2 1 (7.69%) Latvian Language
2 1 (7.69%) Lithuanian Language
2 1 (7.69%) Marketing
2 1 (7.69%) Romanian Language
Job Titles
1 7 (53.85%) Developer
2 4 (30.77%) Data Scientist
3 2 (15.38%) C++ Developer
3 2 (15.38%) Java Developer
3 2 (15.38%) Python Developer
4 1 (7.69%) Agile Business Analyst
4 1 (7.69%) Analyst
4 1 (7.69%) Architect
4 1 (7.69%) Big Data Developer
4 1 (7.69%) Business Analyst
4 1 (7.69%) C Developer
4 1 (7.69%) C# Developer
4 1 (7.69%) C++/C# Developer
4 1 (7.69%) C++/Java Developer
4 1 (7.69%) Hadoop Developer
4 1 (7.69%) Insurance Business Analyst
4 1 (7.69%) Machine Learning Developer
4 1 (7.69%) Machine Learning Scientist
4 1 (7.69%) Technical Architect
4 1 (7.69%) Web Developer
Libraries, Frameworks & Software Standards
1 3 (23.08%) HTML
1 3 (23.08%) scikit-learn
2 2 (15.38%) .NET
2 2 (15.38%) Cascalog
2 2 (15.38%) D3.js
2 2 (15.38%) Pandas
2 2 (15.38%) SciPy
3 1 (7.69%) Ajax
3 1 (7.69%) AngularJS
3 1 (7.69%) ASP.NET
3 1 (7.69%) CSS
3 1 (7.69%) CSS3
3 1 (7.69%) HTML5
3 1 (7.69%) jQuery
3 1 (7.69%) Kafka
3 1 (7.69%) KnockoutJS
3 1 (7.69%) Regular Expression
3 1 (7.69%) REST
3 1 (7.69%) SOAP
3 1 (7.69%) Twitter Bootstrap
Miscellaneous
1 4 (30.77%) Visualisation
2 3 (23.08%) Neural Network
3 2 (15.38%) Analytical Skills
3 2 (15.38%) Computer Science
4 1 (7.69%) Algorithms
4 1 (7.69%) Artificial Intelligence
4 1 (7.69%) Fintech
4 1 (7.69%) Ontologies
4 1 (7.69%) Social Network
4 1 (7.69%) Statistics
Operating Systems
1 2 (15.38%) Android
1 2 (15.38%) Apple iOS
1 2 (15.38%) Linux
1 2 (15.38%) Mac OS
1 2 (15.38%) Windows
2 1 (7.69%) Unix
Processes & Methodologies
1 6 (46.15%) Machine Learning
2 5 (38.46%) Analytics
3 4 (30.77%) Data Visualisation
4 3 (23.08%) Agile Software Development
4 3 (23.08%) Statistical Analysis
5 2 (15.38%) Android Development
5 2 (15.38%) Business Intelligence
5 2 (15.38%) Data Management
5 2 (15.38%) Deep Learning
5 2 (15.38%) Information Retrieval
5 2 (15.38%) iOS Development
5 2 (15.38%) Mobile Development
5 2 (15.38%) Predictive Modelling
5 2 (15.38%) Prototyping
5 2 (15.38%) Speech Recognition
5 2 (15.38%) Time Series Analysis
5 2 (15.38%) Unit Testing
6 1 (7.69%) Demand Forecasting
6 1 (7.69%) Front End Development
6 1 (7.69%) OCR
Programming Languages
1 8 (61.54%) Python
2 6 (46.15%) R
3 4 (30.77%) C++
3 4 (30.77%) Java
4 3 (23.08%) C#
4 3 (23.08%) JavaScript
4 3 (23.08%) SQL
5 2 (15.38%) Bash Shell
5 2 (15.38%) Clojure
5 2 (15.38%) VBA
6 1 (7.69%) C
6 1 (7.69%) MATLAB
6 1 (7.69%) Shell Script
6 1 (7.69%) SPARQL
Qualifications
1 2 (15.38%) PhD
2 1 (7.69%) Postgraduate
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
System Software
1 2 (15.38%) Virtual Machines
1 2 (15.38%) VirtualBox
Vendors
1 1 (7.69%) Alteryx
1 1 (7.69%) IBM
1 1 (7.69%) Tableau