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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 517 593 610
Rank change year-on-year
+76 +17
Permanent jobs citing Natural Language Processing 103 71 55
As % of all permanent IT jobs located in London 0.27% 0.16% 0.12%
As % of the Libraries, Frameworks & Software Standards category 0.67% 0.44% 0.32%
Number of salaries quoted 92 54 43
Median salary £55,000 £65,000 £67,500
Median salary % change year-on-year
-15.38% -3.70%
90% offered a salary of more than £40,250 £48,250 £48,400
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%
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
15402 16317 17269
As % of all permanent IT jobs located in London 40.34% 37.40% 38.15%
Number of salaries quoted 13522 13960 14730
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £37,500 £36,000 £35,000
10% offered a salary of more than £80,000 £70,000 £75,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 27 September 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 27 September 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
City of London +65 27 £50,000 -28.57% 1
Ruislip - 13 £40,000 -
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 27 September 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.

1 149 (57.09%) Machine Learning
2 148 (56.70%) Java
3 122 (46.74%) Artificial Intelligence
4 106 (40.61%) Agile Software Development
5 102 (39.08%) Computer Science
6 100 (38.31%) Big Data
7 96 (36.78%) Analytics
8 93 (35.63%) Python
9 91 (34.87%) SQL
10 71 (27.20%) JavaScript
10 71 (27.20%) PhD
11 69 (26.44%) Degree
12 68 (26.05%) Git (software)
13 66 (25.29%) Algorithms
14 65 (24.90%) Software Engineering
14 65 (24.90%) HTML
15 62 (23.75%) CSS
16 61 (23.37%) Visualisation
17 53 (20.31%) Information Retrieval
17 53 (20.31%) R
17 53 (20.31%) Spring
18 50 (19.16%) Scrum
19 47 (18.01%) HTML5
20 45 (17.24%) JIRA
20 45 (17.24%) AngularJS
21 44 (16.86%) Finance
21 44 (16.86%) Data Mining
22 43 (16.48%) Continuous Integration
23 42 (16.09%) C#
24 40 (15.33%) MVC

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 35 (13.41%) Apache Spark
2 23 (8.81%) Apache Pig
3 12 (4.60%) Apache
4 10 (3.83%) SAS
5 6 (2.30%) Elasticsearch
6 2 (0.77%) Apache Solr
Applications
1 5 (1.92%) Mathematica
2 4 (1.53%) GNU Octave
3 3 (1.15%) MS Excel
3 3 (1.15%) SPSS
4 2 (0.77%) CPLEX
5 1 (0.38%) Gephi
Cloud Services
1 36 (13.79%) GitHub
2 25 (9.58%) Amazon AWS
3 18 (6.90%) Amazon EC2
3 18 (6.90%) Amazon EMR
3 18 (6.90%) Amazon S3
4 1 (0.38%) Google Analytics
4 1 (0.38%) Google Tag Manager
4 1 (0.38%) SaaS
Communications & Networking
1 2 (0.77%) LAN
1 2 (0.77%) WAN
2 1 (0.38%) HTTPS
Database & Business Intelligence
1 100 (38.31%) Big Data
2 44 (16.86%) Data Mining
3 40 (15.33%) SQL Server
4 39 (14.94%) SQL Server 2012
5 38 (14.56%) Hadoop
6 34 (13.03%) NoSQL
7 28 (10.73%) Neo4j
8 27 (10.34%) Apache Hive
9 25 (9.58%) MongoDB
10 23 (8.81%) PostgreSQL
11 18 (6.90%) Impala
11 18 (6.90%) Mahout
12 14 (5.36%) Apache Cassandra
13 10 (3.83%) Triplestore
14 9 (3.45%) Relational Database
15 6 (2.30%) MySQL
15 6 (2.30%) OrientDB
16 4 (1.53%) Text Mining
17 2 (0.77%) RDBMS
18 1 (0.38%) Data Warehouse
Development Applications
1 68 (26.05%) Git (software)
2 45 (17.24%) JIRA
3 39 (14.94%) Bitbucket
3 39 (14.94%) NUnit
4 28 (10.73%) Jenkins
5 18 (6.90%) Vagrant
5 18 (6.90%) Yeoman
6 6 (2.30%) IntelliJ
6 6 (2.30%) JUnit
6 6 (2.30%) Maven
7 4 (1.53%) Subversion
8 3 (1.15%) Jasmine
8 3 (1.15%) Karma Test Runner
9 2 (0.77%) Grunt
9 2 (0.77%) gulp
9 2 (0.77%) Protractor
10 1 (0.38%) Mercurial
10 1 (0.38%) Travis CI
General
1 44 (16.86%) Finance
2 24 (9.20%) Publishing
3 20 (7.66%) Retail
4 19 (7.28%) Banking
5 14 (5.36%) Marketing
6 13 (4.98%) Manufacturing
6 13 (4.98%) Telecoms
7 6 (2.30%) Games
8 5 (1.92%) Back Office
9 4 (1.53%) Financial Institution
9 4 (1.53%) Front Office
9 4 (1.53%) Law
10 1 (0.38%) Investment Banking
Job Titles
1 92 (35.25%) Developer
2 57 (21.84%) Data Scientist
3 41 (15.71%) Java Developer
4 36 (13.79%) Software Engineer
5 31 (11.88%) Full Stack Developer
6 24 (9.20%) Senior Data Scientist
7 23 (8.81%) Java Engineer
8 21 (8.05%) JavaScript Developer
9 19 (7.28%) Java Software Engineer
10 17 (6.51%) C# Developer
11 16 (6.13%) Data Engineer
12 15 (5.75%) Consultant
12 15 (5.75%) Machine Learning Engineer
13 14 (5.36%) HTML Developer
14 12 (4.60%) .NET Developer
14 12 (4.60%) Analytics Consultant
14 12 (4.60%) Machine Learning Developer
15 11 (4.21%) C# .NET Developer
15 11 (4.21%) Full Stack Web Developer
15 11 (4.21%) Senior Manager
Libraries, Frameworks & Software Standards
1 65 (24.90%) HTML
2 62 (23.75%) CSS
3 53 (20.31%) Spring
4 47 (18.01%) HTML5
5 45 (17.24%) AngularJS
6 40 (15.33%) .NET
7 39 (14.94%) Ajax
7 39 (14.94%) ASP.NET
7 39 (14.94%) CSS3
7 39 (14.94%) jQuery
7 39 (14.94%) KnockoutJS
7 39 (14.94%) Twitter Bootstrap
8 34 (13.03%) React
9 30 (11.49%) Web Services
10 21 (8.05%) Apache CXF
10 21 (8.05%) D3.js
11 20 (7.66%) SciPy
12 18 (6.90%) Cascalog
12 18 (6.90%) RESTful
12 18 (6.90%) scikit-learn
Miscellaneous
1 122 (46.74%) Artificial Intelligence
2 102 (39.08%) Computer Science
3 66 (25.29%) Algorithms
4 61 (23.37%) Visualisation
5 39 (14.94%) Analytical Skills
6 35 (13.41%) Mathematics
6 35 (13.41%) Ontologies
7 30 (11.49%) Statistics
8 23 (8.81%) Neural Network
9 16 (6.13%) Clustering
10 14 (5.36%) User Experience
11 9 (3.45%) Fintech
12 7 (2.68%) Physics
13 6 (2.30%) Semantic Web
13 6 (2.30%) Social Media
14 5 (1.92%) Applied Mathematics
14 5 (1.92%) BBC
14 5 (1.92%) Enterprise Software
14 5 (1.92%) Linked Data
15 3 (1.15%) Management Information System
Operating Systems
1 8 (3.07%) Android
1 8 (3.07%) Apple iOS
2 7 (2.68%) Linux
3 5 (1.92%) Unix
4 1 (0.38%) Mac OS
4 1 (0.38%) Windows
Processes & Methodologies
1 149 (57.09%) Machine Learning
2 106 (40.61%) Agile Software Development
3 96 (36.78%) Analytics
4 65 (24.90%) Software Engineering
5 53 (20.31%) Information Retrieval
6 50 (19.16%) Scrum
7 43 (16.48%) Continuous Integration
8 40 (15.33%) MVC
9 36 (13.79%) TDD
10 35 (13.41%) Data Analysis
11 33 (12.64%) Data Visualisation
12 32 (12.26%) Data Analytics
12 32 (12.26%) Project Management
13 30 (11.49%) Sentiment Analysis
14 29 (11.11%) Front End Development
15 27 (10.34%) Data Protection
15 27 (10.34%) OOP
15 27 (10.34%) User Stories
16 26 (9.96%) E-Commerce
16 26 (9.96%) Statistical Analysis
Programming Languages
1 148 (56.70%) Java
2 93 (35.63%) Python
3 91 (34.87%) SQL
4 71 (27.20%) JavaScript
5 53 (20.31%) R
6 42 (16.09%) C#
7 26 (9.96%) Clojure
8 21 (8.05%) Scala
9 19 (7.28%) Bash Shell
10 18 (6.90%) Cypher
10 18 (6.90%) MATLAB
10 18 (6.90%) VBA
11 14 (5.36%) C++
12 7 (2.68%) Ruby
13 6 (2.30%) PHP
14 5 (1.92%) PL/SQL
15 4 (1.53%) ClojureScript
15 4 (1.53%) SPARQL
16 3 (1.15%) Haskell
17 2 (0.77%) Julia
Qualifications
1 71 (27.20%) PhD
2 69 (26.44%) Degree
Quality Assurance & Compliance
1 8 (3.07%) QA
2 5 (1.92%) Data Quality
3 2 (0.77%) SNOMED CT
System Software
1 18 (6.90%) Virtual Machines
1 18 (6.90%) VirtualBox
2 6 (2.30%) Docker
3 3 (1.15%) Apache ZooKeeper
3 3 (1.15%) HDFS
Systems Management
1 4 (1.53%) Ansible
2 3 (1.15%) Opscode Chef
2 3 (1.15%) Puppet
Vendors
1 10 (3.83%) Salesforce.com
2 6 (2.30%) IBM
3 3 (1.15%) Google
3 3 (1.15%) Microsoft
4 2 (0.77%) MEDITECH
4 2 (0.77%) Sun
5 1 (0.38%) Alteryx
5 1 (0.38%) Apple
5 1 (0.38%) Cognizant
5 1 (0.38%) Intel
5 1 (0.38%) MapR
5 1 (0.38%) Tableau
South East London
Understanding Recruitment
Salary: £35000 - £50000 per annum + bens + share options
Posted: 2 days ago
Central London / West End
Freshtechit
Posted: Yesterday
London
Capita Resourcing - IT Resourcing
Salary: £50000 - £70000 per annum + stock options
Posted: 5 days ago
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 5 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + bonus, benefits, pension
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 6 days ago
London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 6 days ago
London
Engage PSG
Salary: £70000 - £85000 per annum + bonus, equity
Posted: 6 days ago
London
Client Server
Salary: £55k to £70k
Posted: 19 days ago
London
Client Server
Salary: £30k to £50k
Posted: 26 days ago