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 4 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
4 Dec 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 412 423 409
Rank change year-on-year
+11 -14
Contract jobs citing Natural Language Processing 14 3 16
As % of all contract IT jobs located in London 0.066% 0.013% 0.067%
As % of the Libraries, Frameworks & Software Standards category 0.19% 0.040% 0.22%
Number of daily rates quoted 8 3 11
Median daily rate £550 £550 £475
Median daily rate % change year-on-year
- +15.78%
90% offered a daily rate of more than £475 £490 £450
10% offered a daily rate of more than £665 £550 £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
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
7499 7453 7343
As % of all contract IT jobs located in London 35.10% 32.93% 30.63%
Number of daily rates quoted 5648 5651 5580
Median daily rate £451 £450 £425
Median daily rate % change year-on-year
+0.11% +5.88%
90% offered a daily rate of more than £340 £325 £300
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 28 44 38
Median hourly rate £45.00 £24.23 £37.50
Median hourly rate % change year-on-year
+85.72% -35.38%
90% offered a hourly rate of more than £27.50 £20.50 £16.60
10% offered a hourly rate of more than £52.00 £50.00 £70.00
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 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 4 December 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 4 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
City of London - 6 £475 - 1
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 4 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 London region with a requirement for Natural Language Processing.

1 27 (69.23%) Python
2 26 (66.67%) Machine Learning
3 20 (51.28%) Big Data
4 18 (46.15%) R
5 16 (41.03%) C++
5 16 (41.03%) Computer Science
6 15 (38.46%) Hadoop
6 15 (38.46%) Visualisation
6 15 (38.46%) Apache Spark
7 14 (35.90%) PhD
7 14 (35.90%) Business Intelligence
8 13 (33.33%) Data Mining
8 13 (33.33%) Java
8 13 (33.33%) C#
8 13 (33.33%) Statistics
8 13 (33.33%) QlikView
8 13 (33.33%) Tableau
9 12 (30.77%) Information Retrieval
9 12 (30.77%) Artificial Intelligence
9 12 (30.77%) Finance
10 11 (28.21%) HTML
10 11 (28.21%) Mathematics
10 11 (28.21%) Scala
11 10 (25.64%) Prototyping
11 10 (25.64%) Deep Learning
11 10 (25.64%) Degree
11 10 (25.64%) .NET
12 9 (23.08%) CSS
12 9 (23.08%) SOA
12 9 (23.08%) Applied Mathematics

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 15 (38.46%) Apache Spark
2 4 (10.26%) Apache Solr
3 2 (5.13%) Apache
3 2 (5.13%) CMS
3 2 (5.13%) Drupal
3 2 (5.13%) Elasticsearch
4 1 (2.56%) Apache Pig
4 1 (2.56%) SAS
Applications
1 4 (10.26%) SPSS
Business Applications
1 4 (10.26%) SAP Oil and Gas
Cloud Services
1 2 (5.13%) Amazon AWS
2 1 (2.56%) Amazon EC2
2 1 (2.56%) GitHub
2 1 (2.56%) Microsoft Azure
Communications & Networking
1 8 (20.51%) LAN
1 8 (20.51%) WAN
Database & Business Intelligence
1 20 (51.28%) Big Data
2 15 (38.46%) Hadoop
3 13 (33.33%) Data Mining
3 13 (33.33%) QlikView
4 8 (20.51%) Spotfire
5 5 (12.82%) Text Mining
6 3 (7.69%) Apache Cassandra
7 2 (5.13%) Apache Hive
7 2 (5.13%) Flink
7 2 (5.13%) MongoDB
7 2 (5.13%) Relational Database
8 1 (2.56%) Cloudera CDH
8 1 (2.56%) HBase
8 1 (2.56%) Impala
8 1 (2.56%) Mahout
8 1 (2.56%) MarkLogic
8 1 (2.56%) Neo4j
8 1 (2.56%) NoSQL
8 1 (2.56%) Riak
8 1 (2.56%) SQL Server 2012
Development Applications
1 1 (2.56%) Bitbucket
1 1 (2.56%) Git (software)
1 1 (2.56%) JIRA
1 1 (2.56%) NUnit
General
1 12 (30.77%) Finance
2 6 (15.38%) Telecoms
3 4 (10.26%) Electronics
3 4 (10.26%) Manufacturing
3 4 (10.26%) Marketing
4 2 (5.13%) Banking
4 2 (5.13%) Retail
5 1 (2.56%) Front Office
Job Titles
1 17 (43.59%) Data Scientist
2 11 (28.21%) Machine Learning Scientist
3 9 (23.08%) Architect
3 9 (23.08%) Developer
4 8 (20.51%) Applications Architect
5 5 (12.82%) Consultant
5 5 (12.82%) Software Architect
6 4 (10.26%) Machine Learning Consultant
6 4 (10.26%) Machine Learning Engineer
7 3 (7.69%) Data Consultant
7 3 (7.69%) Python Developer
7 3 (7.69%) Senior Data Scientist
8 2 (5.13%) Big Data Consultant
8 2 (5.13%) C++ Developer
8 2 (5.13%) Java Developer
8 2 (5.13%) Web Applications Architect
8 2 (5.13%) Web Architect
9 1 (2.56%) Full Stack Developer
9 1 (2.56%) Linux Developer
9 1 (2.56%) PHP Architect
Libraries, Frameworks & Software Standards
1 11 (28.21%) HTML
2 10 (25.64%) .NET
3 9 (23.08%) CSS
3 9 (23.08%) D3.js
3 9 (23.08%) HTML5
4 8 (20.51%) XML
4 8 (20.51%) XSLT
5 4 (10.26%) scikit-learn
6 3 (7.69%) Kafka
7 2 (5.13%) Django
7 2 (5.13%) Spark Streaming
8 1 (2.56%) Ajax
8 1 (2.56%) ASP.NET
8 1 (2.56%) JMS
8 1 (2.56%) jQuery
8 1 (2.56%) Lucene
8 1 (2.56%) NumPy
8 1 (2.56%) SciPy
8 1 (2.56%) SOAP
8 1 (2.56%) Spring
Miscellaneous
1 16 (41.03%) Computer Science
2 15 (38.46%) Visualisation
3 13 (33.33%) Statistics
4 12 (30.77%) Artificial Intelligence
5 11 (28.21%) Mathematics
6 9 (23.08%) Applied Mathematics
7 8 (20.51%) Algorithms
8 7 (17.95%) Analytical Skills
8 7 (17.95%) Neural Network
9 3 (7.69%) Performance Metrics
9 3 (7.69%) Physics
10 2 (5.13%) Clustering
10 2 (5.13%) Social Network
11 1 (2.56%) Mobile App
11 1 (2.56%) Ontologies
11 1 (2.56%) Replication
Operating Systems
1 3 (7.69%) Apple iOS
1 3 (7.69%) Linux
2 2 (5.13%) Android
2 2 (5.13%) Mac OS
2 2 (5.13%) Windows
3 1 (2.56%) CentOS
3 1 (2.56%) Mac OS X
3 1 (2.56%) Red Hat Enterprise Linux
3 1 (2.56%) Unix
Processes & Methodologies
1 26 (66.67%) Machine Learning
2 14 (35.90%) Business Intelligence
3 12 (30.77%) Information Retrieval
4 10 (25.64%) Deep Learning
4 10 (25.64%) Prototyping
5 9 (23.08%) SOA
5 9 (23.08%) Statistical Analysis
6 8 (20.51%) Analytics
6 8 (20.51%) Change Management
6 8 (20.51%) Data Modelling
6 8 (20.51%) Network Design
6 8 (20.51%) Parallel Processing
6 8 (20.51%) Project Planning
6 8 (20.51%) Responsive Web Design
6 8 (20.51%) Time Management
6 8 (20.51%) Web Design
7 5 (12.82%) Data Visualisation
7 5 (12.82%) Software Engineering
8 4 (10.26%) Data Management
8 4 (10.26%) Digital Marketing
Programming Languages
1 27 (69.23%) Python
2 18 (46.15%) R
3 16 (41.03%) C++
4 13 (33.33%) C#
4 13 (33.33%) Java
5 11 (28.21%) Scala
6 8 (20.51%) PHP
7 6 (15.38%) MATLAB
8 5 (12.82%) JavaScript
9 3 (7.69%) SQL
10 1 (2.56%) Bash Shell
10 1 (2.56%) Objective-C
10 1 (2.56%) Perl
10 1 (2.56%) Shell Script
10 1 (2.56%) SPARQL
Qualifications
1 14 (35.90%) PhD
2 10 (25.64%) Degree
Quality Assurance & Compliance
1 1 (2.56%) Data Quality
System Software
1 1 (2.56%) Docker
Systems Management
1 2 (5.13%) Hadoop YARN
Vendors
1 13 (33.33%) Tableau
2 4 (10.26%) SAP
3 3 (7.69%) Alteryx
4 1 (2.56%) IBM
City of London
People Source Consulting
Rate: £450 - £550 per day
Posted: 12 days ago