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 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 581 553 538
Rank change year-on-year
-28 -15
Permanent jobs citing Natural Language Processing 75 110 155
As % of all permanent IT jobs located in London 0.18% 0.25% 0.32%
As % of the Libraries, Frameworks & Software Standards category 0.44% 0.66% 0.78%
Number of salaries quoted 74 90 146
Average salary £62,500 £62,500 £50,000
Average salary % change year-on-year
- +25.00%
90% offered a salary of more than £42,500 £42,250 £35,000
10% offered a salary of more than £90,000 £80,000 £80,000
UK excluding London average salary £42,500 £55,000 £47,500
% change year-on-year
-22.72% +15.78%
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
16861 16604 19770
As % of all permanent IT jobs located in London 39.90% 37.14% 40.34%
Number of salaries quoted 14782 14112 16725
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 £37,500 £35,500 £35,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 29 April 2016.

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 29 April 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
(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 +50 10 £81,250 +51.16% 3
Hammersmith - 7 £55,000 -
Ruislip - 1 £32,500 - 1
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 29 April 2016, 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 94 (70.68%) Machine Learning
2 79 (59.40%) Computer Science
3 78 (58.65%) Java
4 72 (54.14%) Python
5 71 (53.38%) Big Data
6 53 (39.85%) PhD
7 49 (36.84%) Analytics
8 46 (34.59%) R
9 44 (33.08%) Finance
10 43 (32.33%) Data Mining
10 43 (32.33%) Algorithms
11 42 (31.58%) Apache Spark
12 40 (30.08%) Statistics
13 39 (29.32%) Hadoop
14 37 (27.82%) Visualisation
14 37 (27.82%) Degree
15 35 (26.32%) SQL
16 34 (25.56%) Amazon AWS
17 33 (24.81%) Analytical Skills
18 32 (24.06%) Data Visualisation
19 30 (22.56%) Mathematics
20 28 (21.05%) NoSQL
20 28 (21.05%) Data Analytics
21 27 (20.30%) Git (software)
21 27 (20.30%) Clojure
21 27 (20.30%) PostgreSQL
22 26 (19.55%) Artificial Intelligence
23 25 (18.80%) Apache Hive
24 24 (18.05%) D3.js
24 24 (18.05%) Data Analysis

Natural Language Processing
Top Related IT Skills in London by Category

For the 6 months to 29 April 2016, 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 42 (31.58%) Apache Spark
2 21 (15.79%) Apache
3 20 (15.04%) Apache Pig
4 9 (6.77%) Elasticsearch
4 9 (6.77%) Node.js
5 8 (6.02%) SAS
6 1 (0.75%) Apache Solr
Applications
1 6 (4.51%) Gephi
2 4 (3.01%) GNU Octave
3 1 (0.75%) Mathematica
3 1 (0.75%) SPSS
Cloud Services
1 34 (25.56%) Amazon AWS
2 20 (15.04%) Amazon EC2
3 19 (14.29%) Amazon S3
4 18 (13.53%) Amazon EMR
5 3 (2.26%) GitHub
6 1 (0.75%) Cloud Computing
Communications & Networking
1 2 (1.50%) Wireshark
2 1 (0.75%) VPN
Database & Business Intelligence
1 71 (53.38%) Big Data
2 43 (32.33%) Data Mining
3 39 (29.32%) Hadoop
4 28 (21.05%) NoSQL
5 27 (20.30%) PostgreSQL
6 25 (18.80%) Apache Hive
7 21 (15.79%) MongoDB
8 18 (13.53%) Impala
8 18 (13.53%) Mahout
8 18 (13.53%) Neo4j
9 10 (7.52%) SQL Server
10 5 (3.76%) Apache Cassandra
11 4 (3.01%) SQL Server 2012
12 3 (2.26%) Text Mining
13 2 (1.50%) MySQL
13 2 (1.50%) Redis
14 1 (0.75%) Amazon RDS
14 1 (0.75%) Amazon Redshift
14 1 (0.75%) HBase
Development Applications
1 27 (20.30%) Git (software)
2 20 (15.04%) Jenkins
3 18 (13.53%) Vagrant
3 18 (13.53%) Yeoman
4 6 (4.51%) Mercurial
4 6 (4.51%) Subversion
5 4 (3.01%) Bitbucket
5 4 (3.01%) JIRA
5 4 (3.01%) NUnit
6 2 (1.50%) TeamCity
6 2 (1.50%) Travis CI
7 1 (0.75%) Jasmine
7 1 (0.75%) Mocha
General
1 44 (33.08%) Finance
2 15 (11.28%) Banking
3 13 (9.77%) Telecoms
4 12 (9.02%) Retail
5 11 (8.27%) Manufacturing
6 9 (6.77%) Games
7 6 (4.51%) German Language
8 5 (3.76%) Financial Institution
8 5 (3.76%) Marketing
9 4 (3.01%) Front Office
10 1 (0.75%) Advertising
10 1 (0.75%) Publishing
Job Titles
1 39 (29.32%) Data Scientist
2 33 (24.81%) Developer
3 22 (16.54%) Java Developer
4 14 (10.53%) Consultant
5 12 (9.02%) Machine Learning Developer
5 12 (9.02%) Senior Data Scientist
5 12 (9.02%) Senior Developer
6 11 (8.27%) Senior Java Developer
7 10 (7.52%) Data Analytics Consultant
7 10 (7.52%) Data Consultant
7 10 (7.52%) Machine Learning Engineer
8 7 (5.26%) DevOps Engineer
9 6 (4.51%) Analyst
9 6 (4.51%) Data Analyst
10 5 (3.76%) Head of Data Management
10 5 (3.76%) Head of IT
10 5 (3.76%) Java Engineer
10 5 (3.76%) Software Developer
10 5 (3.76%) Software Engineer
11 4 (3.01%) Computer Scientist
Libraries, Frameworks & Software Standards
1 24 (18.05%) D3.js
2 23 (17.29%) SciPy
2 23 (17.29%) Spring
3 22 (16.54%) scikit-learn
4 18 (13.53%) Cascalog
4 18 (13.53%) Pandas
5 11 (8.27%) Apache CXF
5 11 (8.27%) Web Services
6 8 (6.02%) HTML
7 7 (5.26%) AngularJS
7 7 (5.26%) CSS
8 6 (4.51%) HTML5
9 5 (3.76%) CSS3
9 5 (3.76%) Kafka
9 5 (3.76%) LAPP Stack
9 5 (3.76%) NumPy
9 5 (3.76%) Theano
9 5 (3.76%) Twitter Bootstrap
10 4 (3.01%) ASP.NET
10 4 (3.01%) KnockoutJS
Miscellaneous
1 79 (59.40%) Computer Science
2 43 (32.33%) Algorithms
3 40 (30.08%) Statistics
4 37 (27.82%) Visualisation
5 33 (24.81%) Analytical Skills
6 30 (22.56%) Mathematics
7 26 (19.55%) Artificial Intelligence
8 14 (10.53%) Neural Network
9 12 (9.02%) Physics
10 6 (4.51%) Clustering
10 6 (4.51%) Mobile App
10 6 (4.51%) Social Media
11 5 (3.76%) Blog
12 4 (3.01%) CUDA
12 4 (3.01%) Ontologies
13 3 (2.26%) Data Structures
13 3 (2.26%) User Experience
14 2 (1.50%) Fintech
14 2 (1.50%) Management Information System
14 2 (1.50%) Psychology
Operating Systems
1 9 (6.77%) Linux
2 7 (5.26%) Ubuntu
3 5 (3.76%) Debian
3 5 (3.76%) Unix
4 2 (1.50%) Android
4 2 (1.50%) Apple iOS
4 2 (1.50%) CentOS
5 1 (0.75%) Mac OS X
Processes & Methodologies
1 94 (70.68%) Machine Learning
2 49 (36.84%) Analytics
3 32 (24.06%) Data Visualisation
4 28 (21.05%) Data Analytics
5 24 (18.05%) Data Analysis
6 22 (16.54%) Continuous Integration
7 21 (15.79%) Statistical Analysis
7 21 (15.79%) Unit Testing
8 20 (15.04%) Information Retrieval
8 20 (15.04%) Open Source
9 19 (14.29%) Agile Software Development
9 19 (14.29%) Data Munging
10 18 (13.53%) Time Series Analysis
10 18 (13.53%) User Stories
11 12 (9.02%) Operations Research
12 11 (8.27%) Multithreading
13 10 (7.52%) Bioinformatics
13 10 (7.52%) Software Engineering
14 9 (6.77%) E-Commerce
14 9 (6.77%) Predictive Analytics
Programming Languages
1 78 (58.65%) Java
2 72 (54.14%) Python
3 46 (34.59%) R
4 35 (26.32%) SQL
5 27 (20.30%) Clojure
6 21 (15.79%) Scala
7 20 (15.04%) C++
7 20 (15.04%) JavaScript
8 18 (13.53%) Bash Shell
8 18 (13.53%) VBA
9 10 (7.52%) MATLAB
10 6 (4.51%) C#
11 5 (3.76%) Haskell
12 4 (3.01%) Ruby
13 2 (1.50%) Lua
13 2 (1.50%) Objective-C
13 2 (1.50%) Perl
14 1 (0.75%) C
14 1 (0.75%) ClojureScript
14 1 (0.75%) Go
Qualifications
1 53 (39.85%) PhD
2 37 (27.82%) Degree
3 1 (0.75%) SC Cleared
3 1 (0.75%) Security Cleared
Quality Assurance & Compliance
1 5 (3.76%) QA
2 4 (3.01%) Data Quality
System Software
1 18 (13.53%) VirtualBox
2 2 (1.50%) iptables
2 2 (1.50%) VMware Infrastructure
2 2 (1.50%) Xen
3 1 (0.75%) Apache ZooKeeper
3 1 (0.75%) Docker
3 1 (0.75%) HDFS
Systems Management
1 9 (6.77%) Opscode Chef
2 8 (6.02%) Ansible
3 5 (3.76%) Icinga
3 5 (3.76%) Kibana
4 4 (3.01%) Puppet
5 2 (1.50%) Nagios
5 2 (1.50%) Salt
5 2 (1.50%) ZABBIX
Vendors
1 6 (4.51%) Bloomberg
1 6 (4.51%) Microsoft
2 2 (1.50%) VMware
3 1 (0.75%) Facebook
3 1 (0.75%) Twitter
City, London
Quant Capital
Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: 5 hours ago
London
Big Wednesday Digital Ltd
Posted: 14 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 2 days ago
City, London
Intelletec
Salary: From £90,000 to £100,000 per annum
Posted: 3 days ago
City, London
Intelletec
Salary: From £90,000 to £100,000 per annum
Posted: 3 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £50000 per annum + Equity shares
Posted: 3 days ago
London
Capita Resourcing - IT Resourcing
Salary: £60000 - £100000 per annum + Equity shares
Posted: 3 days ago
Ruislip, Middlesex
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: 5 days ago
North London
Understanding Recruitment
Salary: £50000 - £70000 per annum + bens - shares, pens, health+
Posted: 5 days ago
Central London / West End
Understanding Recruitment
Salary: £55000 - £60000 per annum + bonus
Posted: 5 days ago
Central London / West End
Understanding Recruitment
Salary: £80000 - £100000 per annum + equity
Posted: 5 days ago
London
Workdigital
Salary: Competitive
Posted: 7 days ago
London
Nigel Frank International Ltd
Salary: £25000 - £50000 per annum + benefits
Posted: 13 days ago
London
Recruitment Genius Ltd
Salary: £45000 - £50000 per annum
Posted: 16 days ago
London
Workdigital
Salary: Competitive
Posted: 16 days ago