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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Natural Language Processing
Rank 463 607 576
Rank change year-on-year
+144 -31
Permanent jobs citing Natural Language Processing 161 52 121
As % of all permanent IT jobs located in London 0.41% 0.12% 0.25%
As % of the Libraries, Frameworks & Software Standards category 1.01% 0.31% 0.64%
Number of salaries quoted 154 41 110
Median salary £56,250 £65,000 £65,000
Median salary % change year-on-year
-13.46% -
90% offered a salary of more than £40,000 £45,000 £39,500
10% offered a salary of more than £90,000 £85,000 £80,000
UK excluding London median salary £63,750 £42,000 £47,500
% change year-on-year
+51.78% -11.57%
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
15915 16610 18855
As % of all permanent IT jobs located in London 40.28% 37.35% 39.24%
Number of salaries quoted 14041 14275 16229
Median salary £56,000 £55,000 £52,500
Median salary % change year-on-year
+1.81% +4.76%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £80,000 £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 25 July 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 25 July 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 - 24 £40,000 -
City of London +70 14 £50,000 -25.92% 2
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 25 July 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.

1 140 (61.14%) Machine Learning
2 135 (58.95%) Java
3 104 (45.41%) Big Data
4 99 (43.23%) Computer Science
5 96 (41.92%) Analytics
6 89 (38.86%) Artificial Intelligence
7 86 (37.55%) Python
8 80 (34.93%) SQL
9 74 (32.31%) Agile Software Development
10 73 (31.88%) PhD
11 60 (26.20%) Git (software)
12 59 (25.76%) R
13 58 (25.33%) Visualisation
14 56 (24.45%) Degree
14 56 (24.45%) JavaScript
15 55 (24.02%) HTML
16 54 (23.58%) Algorithms
17 52 (22.71%) CSS
18 46 (20.09%) Finance
18 46 (20.09%) Information Retrieval
19 45 (19.65%) Spring
20 43 (18.78%) Software Engineering
20 43 (18.78%) Hadoop
21 42 (18.34%) Data Analytics
21 42 (18.34%) Data Mining
21 42 (18.34%) Analytical Skills
22 41 (17.90%) Apache Spark
23 40 (17.47%) Data Visualisation
24 39 (17.03%) HTML5
24 39 (17.03%) Scrum

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 (17.90%) Apache Spark
2 27 (11.79%) Apache Pig
3 18 (7.86%) Apache
4 8 (3.49%) SAS
5 5 (2.18%) Elasticsearch
Applications
1 5 (2.18%) GNU Octave
1 5 (2.18%) Mathematica
2 3 (1.31%) Gephi
3 1 (0.44%) MS Excel
3 1 (0.44%) SPSS
Cloud Services
1 31 (13.54%) Amazon AWS
1 31 (13.54%) GitHub
2 24 (10.48%) Amazon EC2
2 24 (10.48%) Amazon EMR
2 24 (10.48%) Amazon S3
3 1 (0.44%) Cloud Computing
3 1 (0.44%) SaaS
Communications & Networking
1 1 (0.44%) LAN
1 1 (0.44%) WAN
Database & Business Intelligence
1 104 (45.41%) Big Data
2 43 (18.78%) Hadoop
3 42 (18.34%) Data Mining
4 35 (15.28%) SQL Server
5 34 (14.85%) Neo4j
6 33 (14.41%) Apache Hive
7 32 (13.97%) SQL Server 2012
8 31 (13.54%) NoSQL
9 26 (11.35%) MongoDB
10 25 (10.92%) PostgreSQL
11 24 (10.48%) Impala
11 24 (10.48%) Mahout
12 10 (4.37%) Apache Cassandra
13 8 (3.49%) Triplestore
14 7 (3.06%) Relational Database
15 6 (2.62%) OrientDB
15 6 (2.62%) Text Mining
16 2 (0.87%) MySQL
16 2 (0.87%) RDBMS
17 1 (0.44%) Data Warehouse
Development Applications
1 60 (26.20%) Git (software)
2 38 (16.59%) JIRA
3 32 (13.97%) Bitbucket
3 32 (13.97%) NUnit
4 24 (10.48%) Jenkins
4 24 (10.48%) Vagrant
4 24 (10.48%) Yeoman
5 6 (2.62%) IntelliJ
5 6 (2.62%) JUnit
5 6 (2.62%) Maven
6 3 (1.31%) Mercurial
6 3 (1.31%) Subversion
7 2 (0.87%) Jasmine
8 1 (0.44%) Karma Test Runner
8 1 (0.44%) Mocha
General
1 46 (20.09%) Finance
2 22 (9.61%) Banking
2 22 (9.61%) Retail
3 17 (7.42%) Manufacturing
3 17 (7.42%) Telecoms
4 15 (6.55%) Publishing
5 11 (4.80%) Marketing
6 5 (2.18%) Financial Institution
6 5 (2.18%) Front Office
7 4 (1.75%) Law
8 3 (1.31%) Games
9 1 (0.44%) Advertising
Job Titles
1 67 (29.26%) Developer
2 54 (23.58%) Data Scientist
3 32 (13.97%) Java Developer
4 27 (11.79%) Software Engineer
5 24 (10.48%) Full Stack Developer
6 19 (8.30%) Consultant
6 19 (8.30%) Java Engineer
7 18 (7.86%) Senior Data Scientist
8 16 (6.99%) Analytics Consultant
8 16 (6.99%) Java Software Engineer
8 16 (6.99%) JavaScript Developer
9 15 (6.55%) Data Engineer
9 15 (6.55%) Machine Learning Engineer
10 14 (6.11%) Data Analytics Consultant
10 14 (6.11%) Data Consultant
11 13 (5.68%) Senior Developer
11 13 (5.68%) Senior Java Developer
12 12 (5.24%) C# Developer
13 10 (4.37%) HTML Developer
13 10 (4.37%) Senior Manager
Libraries, Frameworks & Software Standards
1 55 (24.02%) HTML
2 52 (22.71%) CSS
3 45 (19.65%) Spring
4 39 (17.03%) HTML5
5 37 (16.16%) AngularJS
6 33 (14.41%) .NET
6 33 (14.41%) CSS3
6 33 (14.41%) Twitter Bootstrap
7 32 (13.97%) Ajax
7 32 (13.97%) ASP.NET
7 32 (13.97%) jQuery
7 32 (13.97%) KnockoutJS
8 29 (12.66%) D3.js
9 26 (11.35%) scikit-learn
9 26 (11.35%) SciPy
10 24 (10.48%) Cascalog
10 24 (10.48%) Pandas
11 23 (10.04%) Web Services
12 21 (9.17%) Apache CXF
13 17 (7.42%) React
Miscellaneous
1 99 (43.23%) Computer Science
2 89 (38.86%) Artificial Intelligence
3 58 (25.33%) Visualisation
4 54 (23.58%) Algorithms
5 42 (18.34%) Analytical Skills
6 35 (15.28%) Mathematics
7 34 (14.85%) Statistics
8 23 (10.04%) Ontologies
9 21 (9.17%) Neural Network
10 15 (6.55%) Clustering
11 8 (3.49%) Physics
12 7 (3.06%) Fintech
12 7 (3.06%) User Experience
13 6 (2.62%) Semantic Web
14 5 (2.18%) Enterprise Software
14 5 (2.18%) Social Media
15 4 (1.75%) Linked Data
15 4 (1.75%) Mobile App
15 4 (1.75%) Social Network
16 3 (1.31%) Life Science
Operating Systems
1 6 (2.62%) Android
1 6 (2.62%) Apple iOS
2 5 (2.18%) Unix
3 4 (1.75%) Linux
4 1 (0.44%) Mac OS
4 1 (0.44%) Windows
Processes & Methodologies
1 140 (61.14%) Machine Learning
2 96 (41.92%) Analytics
3 74 (32.31%) Agile Software Development
4 46 (20.09%) Information Retrieval
5 43 (18.78%) Software Engineering
6 42 (18.34%) Data Analytics
7 40 (17.47%) Data Visualisation
8 39 (17.03%) Scrum
9 38 (16.59%) Data Analysis
10 36 (15.72%) Continuous Integration
11 33 (14.41%) MVC
12 31 (13.54%) Statistical Analysis
13 29 (12.66%) Project Management
14 27 (11.79%) Data Protection
14 27 (11.79%) E-Commerce
14 27 (11.79%) User Stories
15 26 (11.35%) Operations Research
15 26 (11.35%) Unit Testing
16 25 (10.92%) Data Munging
16 25 (10.92%) Time Series Analysis
Programming Languages
1 135 (58.95%) Java
2 86 (37.55%) Python
3 80 (34.93%) SQL
4 59 (25.76%) R
5 56 (24.45%) JavaScript
6 34 (14.85%) C#
7 31 (13.54%) Clojure
8 24 (10.48%) Bash Shell
8 24 (10.48%) VBA
9 23 (10.04%) Scala
10 19 (8.30%) C++
10 19 (8.30%) MATLAB
11 6 (2.62%) Ruby
12 5 (2.18%) PL/SQL
13 4 (1.75%) SPARQL
14 3 (1.31%) ClojureScript
14 3 (1.31%) Haskell
15 2 (0.87%) Julia
16 1 (0.44%) ActionScript
16 1 (0.44%) PHP 4
Qualifications
1 73 (31.88%) PhD
2 56 (24.45%) Degree
Quality Assurance & Compliance
1 9 (3.93%) QA
2 6 (2.62%) Data Quality
3 2 (0.87%) SNOMED CT
System Software
1 24 (10.48%) Virtual Machines
1 24 (10.48%) VirtualBox
2 3 (1.31%) Apache ZooKeeper
2 3 (1.31%) HDFS
Systems Management
1 3 (1.31%) Ansible
1 3 (1.31%) Opscode Chef
1 3 (1.31%) Puppet
Vendors
1 5 (2.18%) IBM
1 5 (2.18%) Salesforce.com
2 3 (1.31%) Microsoft
3 1 (0.44%) Apple
3 1 (0.44%) Cognizant
3 1 (0.44%) Intel
3 1 (0.44%) Tableau
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 17 hours ago
West London
Understanding Recruitment
Salary: £50000 - £60000 per annum + bens & bonus
Posted: 10 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 9 hours ago
London
Harrington Starr
Salary: £50000 - £100000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Networking People
Salary: £40000 - £65000 per annum + Share Options + Benefits
Posted: 4 days ago
North London
Senitor Associates
Salary: £50000 - £100000 per annum + Equity
Posted: 3 days ago
London
Graham Matthews
Salary: From £40,000 to £65,000 per annum
Posted: 4 days ago
London
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £48,000 per annum
Posted: 5 days ago
London
TalentRocket
Posted: 20 days ago