The table below looks at the statistics for Natural Language Processing skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Natural Language Processing over the 3 months to 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 581 588 598
Rank change year-on-year
+7 +10
Contract jobs citing Natural Language Processing 17 33 16
As % of all contract IT jobs located in England 0.037% 0.065% 0.031%
As % of the Libraries, Frameworks & Software Standards category 0.12% 0.22% 0.11%
Number of daily rates quoted 11 32 11
Median daily rate £513 £520 £475
Median daily rate % change year-on-year
-1.44% +9.47%
90% offered a daily rate of more than £475 £426 £450
10% offered a daily rate of more than £650 £548 £520
UK excluding London median daily rate £513 £520 £450
% change year-on-year
-1.44% +15.55%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
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 contract jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
14310 14748 13982
As % of all contract IT jobs located in England 31.09% 29.18% 27.10%
Number of daily rates quoted 9958 10337 9713
Median daily rate £425 £403 £400
Median daily rate % change year-on-year
+5.59% +0.62%
90% offered a daily rate of more than £310 £300 £275
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 139 239 164
Median hourly rate £40.00 £37.48 £35.00
Median hourly rate % change year-on-year
+6.73% +7.07%
90% offered a hourly rate of more than £16.50 £17.50 £17.50
10% offered a hourly rate of more than £50.00 £47.33 £50.00
UK excluding London median hourly rate £40.00 £37.50 £35.00
% change year-on-year
+6.66% +7.14%

Natural Language Processing
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Natural Language Processing
Daily Rate Trend in England

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

Natural Language Processing Daily Rate Trend in England

Natural Language Processing
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Natural Language Processing across the England region over the 3 months to 8 December 2016.

Natural Language Processing Daily Rate Histogram in England

Natural Language Processing
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Natural Language Processing across the England region.

Natural Language Processing Hourly Rate Trend in England

Natural Language Processing
Contract Job Locations in England

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 England region over the 3 months to 8 December 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
London +8 14 £550 - 8
South East +7 1 £513 -1.44%
South West - 1 £400 - 2
East of England - 1 £550 - 3
Natural Language Processing
UK

Natural Language Processing
Top 30 Related IT Skills in England

For the 6 months to 8 December 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 England region with a requirement for Natural Language Processing.

1 34 (69.39%) Machine Learning
2 31 (63.27%) Python
3 23 (46.94%) Big Data
4 21 (42.86%) R
5 20 (40.82%) Java
6 18 (36.73%) C++
6 18 (36.73%) Computer Science
6 18 (36.73%) Visualisation
7 17 (34.69%) PhD
8 15 (30.61%) Data Mining
8 15 (30.61%) Hadoop
8 15 (30.61%) Statistics
8 15 (30.61%) Apache Spark
9 14 (28.57%) Tableau
9 14 (28.57%) Artificial Intelligence
9 14 (28.57%) QlikView
9 14 (28.57%) Business Intelligence
10 12 (24.49%) C#
10 12 (24.49%) Finance
10 12 (24.49%) Degree
10 12 (24.49%) Mathematics
10 12 (24.49%) Neural Network
10 12 (24.49%) Analytics
10 12 (24.49%) Deep Learning
11 11 (22.45%) Information Retrieval
11 11 (22.45%) Scala
11 11 (22.45%) XML
12 10 (20.41%) HTML
12 10 (20.41%) Applied Mathematics
12 10 (20.41%) Statistical Analysis

Natural Language Processing
Top Related IT Skills in England 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 15 (30.61%) Apache Spark
2 4 (8.16%) Apache Solr
3 3 (6.12%) GlassFish
3 3 (6.12%) Tomcat
4 2 (4.08%) Apache
4 2 (4.08%) CMS
4 2 (4.08%) Drupal
4 2 (4.08%) Elasticsearch
5 1 (2.04%) Apache Pig
5 1 (2.04%) SAS
Applications
1 5 (10.20%) SPSS
2 2 (4.08%) Chatbot
Business Applications
1 4 (8.16%) SAP Oil and Gas
Cloud Services
1 2 (4.08%) Amazon AWS
2 1 (2.04%) Amazon EC2
2 1 (2.04%) Microsoft Azure
Communications & Networking
1 8 (16.33%) LAN
1 8 (16.33%) WAN
Database & Business Intelligence
1 23 (46.94%) Big Data
2 15 (30.61%) Data Mining
2 15 (30.61%) Hadoop
3 14 (28.57%) QlikView
4 8 (16.33%) Spotfire
5 5 (10.20%) NoSQL
5 5 (10.20%) Text Mining
6 3 (6.12%) Apache Cassandra
6 3 (6.12%) Triplestore
7 2 (4.08%) Apache Hive
7 2 (4.08%) Flink
7 2 (4.08%) MongoDB
7 2 (4.08%) Relational Database
8 1 (2.04%) Cloudera CDH
8 1 (2.04%) Data Warehouse
8 1 (2.04%) GIS
8 1 (2.04%) Impala
8 1 (2.04%) MarkLogic
8 1 (2.04%) PostgreSQL
8 1 (2.04%) RDBMS
Development Applications
1 1 (2.04%) Git (software)
General
1 12 (24.49%) Finance
2 6 (12.24%) Telecoms
3 4 (8.16%) Electronics
3 4 (8.16%) Manufacturing
3 4 (8.16%) Marketing
4 2 (4.08%) Banking
4 2 (4.08%) Retail
5 1 (2.04%) Front Office
5 1 (2.04%) Publishing
Job Titles
1 22 (44.90%) Data Scientist
2 12 (24.49%) Machine Learning Scientist
3 10 (20.41%) Developer
4 9 (18.37%) Architect
5 8 (16.33%) Applications Architect
6 5 (10.20%) Consultant
6 5 (10.20%) Machine Learning Engineer
6 5 (10.20%) Software Architect
7 4 (8.16%) Java Developer
7 4 (8.16%) Machine Learning Consultant
7 4 (8.16%) Senior Data Scientist
8 3 (6.12%) Data Consultant
8 3 (6.12%) Python Developer
9 2 (4.08%) Big Data Consultant
9 2 (4.08%) C++ Developer
9 2 (4.08%) Process Engineer
9 2 (4.08%) Software Engineer
9 2 (4.08%) Web Applications Architect
9 2 (4.08%) Web Architect
10 1 (2.04%) Project Manager
Libraries, Frameworks & Software Standards
1 11 (22.45%) XML
2 10 (20.41%) HTML
3 9 (18.37%) .NET
3 9 (18.37%) D3.js
4 8 (16.33%) CSS
4 8 (16.33%) HTML5
4 8 (16.33%) XSLT
5 4 (8.16%) REST
5 4 (8.16%) scikit-learn
5 4 (8.16%) Spring
6 3 (6.12%) Django
6 3 (6.12%) J2EE
6 3 (6.12%) JSON
6 3 (6.12%) Kafka
6 3 (6.12%) Web Services
6 3 (6.12%) XSD
7 2 (4.08%) Spark Streaming
8 1 (2.04%) Dropwizard
8 1 (2.04%) TensorFlow
8 1 (2.04%) Vaadin
Miscellaneous
1 18 (36.73%) Computer Science
1 18 (36.73%) Visualisation
2 15 (30.61%) Statistics
3 14 (28.57%) Artificial Intelligence
4 12 (24.49%) Mathematics
4 12 (24.49%) Neural Network
5 10 (20.41%) Algorithms
5 10 (20.41%) Applied Mathematics
6 8 (16.33%) Analytical Skills
7 5 (10.20%) Ontologies
8 4 (8.16%) Performance Metrics
9 3 (6.12%) Physics
10 2 (4.08%) Clustering
10 2 (4.08%) Social Network
11 1 (2.04%) Mobile App
11 1 (2.04%) Remote Sensing
11 1 (2.04%) Replication
11 1 (2.04%) Semantic Web
Operating Systems
1 3 (6.12%) Apple iOS
1 3 (6.12%) Linux
2 2 (4.08%) Android
2 2 (4.08%) Mac OS
2 2 (4.08%) Windows
3 1 (2.04%) CentOS
3 1 (2.04%) Mac OS X
3 1 (2.04%) Red Hat Enterprise Linux
3 1 (2.04%) Unix
Processes & Methodologies
1 34 (69.39%) Machine Learning
2 14 (28.57%) Business Intelligence
3 12 (24.49%) Analytics
3 12 (24.49%) Deep Learning
4 11 (22.45%) Information Retrieval
5 10 (20.41%) Prototyping
5 10 (20.41%) Statistical Analysis
6 9 (18.37%) Data Modelling
6 9 (18.37%) SOA
6 9 (18.37%) Web Design
7 8 (16.33%) Agile Software Development
7 8 (16.33%) Change Management
7 8 (16.33%) Network Design
7 8 (16.33%) Parallel Processing
7 8 (16.33%) Project Planning
7 8 (16.33%) Responsive Web Design
7 8 (16.33%) Time Management
8 6 (12.24%) Data Visualisation
8 6 (12.24%) Software Engineering
9 5 (10.20%) Data Management
Programming Languages
1 31 (63.27%) Python
2 21 (42.86%) R
3 20 (40.82%) Java
4 18 (36.73%) C++
5 12 (24.49%) C#
6 11 (22.45%) Scala
7 8 (16.33%) PHP
8 7 (14.29%) MATLAB
8 7 (14.29%) SQL
9 4 (8.16%) JavaScript
10 3 (6.12%) XPath
10 3 (6.12%) XQuery
11 1 (2.04%) Bash Shell
11 1 (2.04%) Objective-C
11 1 (2.04%) Perl
11 1 (2.04%) Shell Script
11 1 (2.04%) SPARQL
Qualifications
1 17 (34.69%) PhD
2 12 (24.49%) Degree
3 4 (8.16%) DV Cleared
3 4 (8.16%) Security Cleared
4 1 (2.04%) PMI Certification
4 1 (2.04%) PMP
4 1 (2.04%) SC Cleared
Quality Assurance & Compliance
1 1 (2.04%) Data Quality
System Software
1 4 (8.16%) Docker
Systems Management
1 2 (4.08%) Hadoop YARN
2 1 (2.04%) Kibana
Vendors
1 14 (28.57%) Tableau
2 4 (8.16%) Alteryx
2 4 (8.16%) SAP
3 1 (2.04%) Facebook
3 1 (2.04%) Google
3 1 (2.04%) IBM
City of London
People Source Consulting
Rate: £450 - £550 per day
Posted: 15 days ago