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 salaries offered in IT jobs that have cited Natural Language Processing over the 3 months to 24 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jun 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 486 599 559
Rank change year-on-year
+113 -40
Permanent jobs citing Natural Language Processing 158 74 163
As % of all permanent IT jobs located in London 0.39% 0.17% 0.32%
As % of the Libraries, Frameworks & Software Standards category 0.98% 0.43% 0.81%
Number of salaries quoted 151 58 157
Median salary £57,500 £66,250 £52,500
Median salary % change year-on-year
-13.20% +26.19%
90% offered a salary of more than £39,000 £37,500 £35,000
10% offered a salary of more than £90,000 £80,000 £80,000
UK excluding London median salary £62,500 £42,500 £47,500
% change year-on-year
+47.05% -10.52%
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
16120 17020 20024
As % of all permanent IT jobs located in London 40.28% 37.97% 39.64%
Number of salaries quoted 14238 14673 17223
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year
- +4.76%
90% offered a salary of more than £38,288 £35,000 £35,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

Natural Language Processing
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Natural Language Processing as a proportion of all IT jobs with a match in 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 24 June 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 median salaries quoted in IT jobs citing Natural Language Processing within the London region over the 3 months to 24 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Ruislip - 18 £39,500 - 1
City of London +71 14 £48,750 -25.00%
Harrow - 2 £35,000 -
Hayes - 1 £39,000 -
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 24 June 2016, IT 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 job ads across the London region with a requirement for Natural Language Processing.

1 134 (65.05%) Machine Learning
2 123 (59.71%) Java
3 101 (49.03%) Computer Science
4 97 (47.09%) Big Data
5 87 (42.23%) Python
6 85 (41.26%) Analytics
7 74 (35.92%) PhD
8 70 (33.98%) Artificial Intelligence
9 66 (32.04%) SQL
10 59 (28.64%) R
11 57 (27.67%) Agile Software Development
12 54 (26.21%) Degree
12 54 (26.21%) Git (software)
12 54 (26.21%) Visualisation
13 50 (24.27%) JavaScript
13 50 (24.27%) Algorithms
14 46 (22.33%) HTML
15 43 (20.87%) CSS
15 43 (20.87%) Analytical Skills
16 42 (20.39%) Data Mining
16 42 (20.39%) Finance
16 42 (20.39%) Hadoop
16 42 (20.39%) Data Visualisation
17 41 (19.90%) Apache Spark
18 40 (19.42%) Data Analytics
19 38 (18.45%) Data Analysis
19 38 (18.45%) Information Retrieval
20 37 (17.96%) Statistics
21 35 (16.99%) Apache Hive
22 34 (16.50%) Spring

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 41 (19.90%) Apache Spark
2 27 (13.11%) Apache Pig
3 20 (9.71%) Apache
4 7 (3.40%) SAS
5 4 (1.94%) Elasticsearch
Applications
1 5 (2.43%) GNU Octave
1 5 (2.43%) Mathematica
2 4 (1.94%) Gephi
3 1 (0.49%) MS Excel
3 1 (0.49%) SPSS
Cloud Services
1 32 (15.53%) Amazon AWS
2 26 (12.62%) Amazon EC2
3 25 (12.14%) Amazon S3
4 24 (11.65%) Amazon EMR
4 24 (11.65%) GitHub
5 1 (0.49%) Cloud Computing
5 1 (0.49%) SaaS
Database & Business Intelligence
1 97 (47.09%) Big Data
2 42 (20.39%) Data Mining
2 42 (20.39%) Hadoop
3 35 (16.99%) Apache Hive
4 30 (14.56%) Neo4j
5 29 (14.08%) SQL Server
6 28 (13.59%) NoSQL
7 26 (12.62%) MongoDB
7 26 (12.62%) PostgreSQL
8 25 (12.14%) SQL Server 2012
9 24 (11.65%) Impala
9 24 (11.65%) Mahout
10 8 (3.88%) Apache Cassandra
11 6 (2.91%) Relational Database
11 6 (2.91%) Text Mining
12 4 (1.94%) Triplestore
13 3 (1.46%) OrientDB
14 2 (0.97%) MySQL
14 2 (0.97%) RDBMS
15 1 (0.49%) Data Warehouse
Development Applications
1 54 (26.21%) Git (software)
2 28 (13.59%) JIRA
3 25 (12.14%) Bitbucket
3 25 (12.14%) NUnit
4 24 (11.65%) Jenkins
4 24 (11.65%) Vagrant
4 24 (11.65%) Yeoman
5 4 (1.94%) Mercurial
5 4 (1.94%) Subversion
6 3 (1.46%) IntelliJ
6 3 (1.46%) JUnit
6 3 (1.46%) Maven
7 2 (0.97%) Jasmine
8 1 (0.49%) Karma Test Runner
8 1 (0.49%) Mocha
General
1 42 (20.39%) Finance
2 21 (10.19%) Banking
2 21 (10.19%) Retail
3 18 (8.74%) Telecoms
4 16 (7.77%) Manufacturing
5 10 (4.85%) Marketing
5 10 (4.85%) Publishing
6 6 (2.91%) Games
7 5 (2.43%) Financial Institution
7 5 (2.43%) Front Office
8 3 (1.46%) Law
9 1 (0.49%) Advertising
Job Titles
1 54 (26.21%) Data Scientist
1 54 (26.21%) Developer
2 24 (11.65%) Java Developer
3 20 (9.71%) Senior Data Scientist
4 18 (8.74%) Consultant
5 17 (8.25%) Full Stack Developer
6 15 (7.28%) Analytics Consultant
6 15 (7.28%) Software Engineer
7 14 (6.80%) Senior Developer
7 14 (6.80%) Senior Java Developer
8 13 (6.31%) Data Analytics Consultant
8 13 (6.31%) Data Consultant
8 13 (6.31%) Machine Learning Engineer
9 12 (5.83%) Data Engineer
9 12 (5.83%) JavaScript Developer
10 11 (5.34%) Java Engineer
11 9 (4.37%) C# Developer
11 9 (4.37%) Head of IT
11 9 (4.37%) Java Software Engineer
11 9 (4.37%) Senior Manager
Libraries, Frameworks & Software Standards
1 46 (22.33%) HTML
2 43 (20.87%) CSS
3 34 (16.50%) Spring
4 31 (15.05%) HTML5
5 30 (14.56%) AngularJS
5 30 (14.56%) D3.js
6 28 (13.59%) scikit-learn
7 27 (13.11%) SciPy
8 26 (12.62%) CSS3
8 26 (12.62%) Twitter Bootstrap
9 25 (12.14%) .NET
9 25 (12.14%) Ajax
9 25 (12.14%) ASP.NET
9 25 (12.14%) jQuery
9 25 (12.14%) KnockoutJS
10 24 (11.65%) Cascalog
10 24 (11.65%) Pandas
11 17 (8.25%) Apache CXF
12 15 (7.28%) Web Services
13 12 (5.83%) React
Miscellaneous
1 101 (49.03%) Computer Science
2 70 (33.98%) Artificial Intelligence
3 54 (26.21%) Visualisation
4 50 (24.27%) Algorithms
5 43 (20.87%) Analytical Skills
6 37 (17.96%) Statistics
7 32 (15.53%) Mathematics
8 24 (11.65%) Neural Network
9 15 (7.28%) Ontologies
10 12 (5.83%) Clustering
11 8 (3.88%) Physics
12 7 (3.40%) Fintech
13 6 (2.91%) Mobile App
13 6 (2.91%) User Experience
14 5 (2.43%) Enterprise Software
15 4 (1.94%) CUDA
15 4 (1.94%) Social Media
15 4 (1.94%) Social Network
16 3 (1.46%) Semantic Web
17 2 (0.97%) Management Information System
Operating Systems
1 5 (2.43%) Android
1 5 (2.43%) Apple iOS
2 4 (1.94%) Linux
2 4 (1.94%) Unix
3 1 (0.49%) Mac OS
3 1 (0.49%) Windows
Processes & Methodologies
1 134 (65.05%) Machine Learning
2 85 (41.26%) Analytics
3 57 (27.67%) Agile Software Development
4 42 (20.39%) Data Visualisation
5 40 (19.42%) Data Analytics
6 38 (18.45%) Data Analysis
6 38 (18.45%) Information Retrieval
7 32 (15.53%) Continuous Integration
8 31 (15.05%) Scrum
8 31 (15.05%) Statistical Analysis
9 27 (13.11%) Software Engineering
9 27 (13.11%) User Stories
10 26 (12.62%) Data Protection
10 26 (12.62%) MVC
10 26 (12.62%) Unit Testing
11 25 (12.14%) E-Commerce
11 25 (12.14%) Time Series Analysis
12 24 (11.65%) Data Munging
12 24 (11.65%) Project Management
13 23 (11.17%) Operations Research
Programming Languages
1 123 (59.71%) Java
2 87 (42.23%) Python
3 66 (32.04%) SQL
4 59 (28.64%) R
5 50 (24.27%) JavaScript
6 31 (15.05%) Clojure
7 26 (12.62%) C#
8 24 (11.65%) Bash Shell
8 24 (11.65%) VBA
9 23 (11.17%) Scala
10 22 (10.68%) C++
11 19 (9.22%) MATLAB
12 8 (3.88%) Ruby
13 4 (1.94%) Haskell
13 4 (1.94%) PL/SQL
14 2 (0.97%) ClojureScript
14 2 (0.97%) Julia
15 1 (0.49%) ActionScript
15 1 (0.49%) Go
15 1 (0.49%) SPARQL
Qualifications
1 74 (35.92%) PhD
2 54 (26.21%) Degree
3 1 (0.49%) SC Cleared
3 1 (0.49%) Security Cleared
Quality Assurance & Compliance
1 8 (3.88%) QA
2 6 (2.91%) Data Quality
3 1 (0.49%) SNOMED CT
System Software
1 24 (11.65%) Virtual Machines
1 24 (11.65%) VirtualBox
2 3 (1.46%) Apache ZooKeeper
2 3 (1.46%) HDFS
Systems Management
1 3 (1.46%) Ansible
1 3 (1.46%) Opscode Chef
1 3 (1.46%) Puppet
Vendors
1 5 (2.43%) IBM
2 4 (1.94%) Microsoft
2 4 (1.94%) Salesforce.com
3 1 (0.49%) Facebook
3 1 (0.49%) Intel
3 1 (0.49%) Tableau
3 1 (0.49%) Twitter
London
First Point
Salary: £55000.00 - £65000.00 per annum
Posted: 13 hours ago
Ruislip, Middlesex
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: 21 hours ago
London
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £48,000 per annum
Posted: 2 days ago
North West London
Evolution Recruitment Solutions
Salary: 60,000 plus benefits
Posted: 4 days ago
London
Capita Resourcing - IT Resourcing
Salary: £90000 - £130000 per annum
Posted: 4 days ago
North London
The SLR Group
Salary: £35,000 - £50,000 per year
Posted: 25 days ago
London
DHI
Salary: Competitive
Posted: 11 days ago
North West London
Understanding Recruitment
Salary: £60000 - £75000 per annum + Pension, Health
Posted: 5 days ago