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 2 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Sep 2015
Same period 2014 Same period 2013
Natural Language Processing
Rank 586 617 594
Rank change year-on-year
+31 -23
Permanent jobs citing Natural Language Processing 45 23 23
As % of all permanent IT jobs located in London 0.10% 0.049% 0.051%
As % of the Libraries, Frameworks & Software Standards category 0.28% 0.13% 0.13%
Number of salaries quoted 42 23 22
Average salary £65,000 £67,500 £65,000
Average salary % change year-on-year
-3.70% +3.84%
90% offered a salary of more than £41,000 £53,500 £45,000
10% offered a salary of more than £85,000 £72,500 £77,250
UK excluding London average salary £60,000 £47,500 £27,000
% change year-on-year
+26.31% +75.92%
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
16311 17903 18046
As % of all permanent IT jobs located in London 36.70% 38.14% 40.34%
Number of salaries quoted 14002 15294 15450
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 £35,000 £35,000 £35,000
10% offered a salary of more than £77,500 £70,000 £72,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

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 2 September 2015.

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 2 September 2015. 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 +22 3 £65,000 -10.34% 1
Brentford - 2 £65,000 -
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in London

For the 6 months to 2 September 2015, 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 63 (64.29%) Python
2 62 (63.27%) Analytics
3 48 (48.98%) Machine Learning
3 48 (48.98%) Analytical Skills
4 47 (47.96%) SQL
5 46 (46.94%) Statistical Analysis
5 46 (46.94%) R
6 45 (45.92%) Hadoop
7 43 (43.88%) Clojure
7 43 (43.88%) scikit-learn
7 43 (43.88%) Pandas
8 42 (42.86%) Time Series Analysis
8 42 (42.86%) Apache Hive
8 42 (42.86%) Apache Pig
9 41 (41.84%) SciPy
9 41 (41.84%) Visualisation
9 41 (41.84%) Git (software)
9 41 (41.84%) Amazon AWS
9 41 (41.84%) Continuous Integration
9 41 (41.84%) PostgreSQL
10 40 (40.82%) MongoDB
10 40 (40.82%) D3.js
10 40 (40.82%) Data Munging
11 39 (39.80%) Impala
11 39 (39.80%) Cascalog
11 39 (39.80%) Mahout
11 39 (39.80%) Data Visualisation
11 39 (39.80%) VirtualBox
11 39 (39.80%) Jenkins
11 39 (39.80%) Amazon EMR

Natural Language Processing
Top Related IT Skills in London by Category

For the 6 months to 2 September 2015, 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 (42.86%) Apache Pig
2 6 (6.12%) SAS
3 5 (5.10%) Elasticsearch
4 4 (4.08%) Apache Spark
4 4 (4.08%) Apache
5 2 (2.04%) IPython
6 1 (1.02%) CMS
6 1 (1.02%) Node.js
Applications
1 5 (5.10%) SPSS
2 2 (2.04%) CPLEX
Cloud Services
1 41 (41.84%) Amazon AWS
2 39 (39.80%) Amazon EMR
2 39 (39.80%) Amazon EC2
2 39 (39.80%) Amazon S3
3 3 (3.06%) Google Analytics
Communications & Networking
1 1 (1.02%) HTTP
1 1 (1.02%) Internet
Database & Business Intelligence
1 45 (45.92%) Hadoop
2 42 (42.86%) Apache Hive
3 41 (41.84%) PostgreSQL
4 40 (40.82%) MongoDB
5 39 (39.80%) Mahout
5 39 (39.80%) Impala
6 29 (29.59%) Big Data
7 26 (26.53%) Data Mining
8 21 (21.43%) NoSQL
9 12 (12.24%) Text Mining
10 3 (3.06%) SAS Enterprise Miner
11 2 (2.04%) HBase
11 2 (2.04%) Relational Database
12 1 (1.02%) Redis
12 1 (1.02%) Data Warehouse
Development Applications
1 41 (41.84%) Git (software)
2 39 (39.80%) Jenkins
2 39 (39.80%) Yeoman
3 2 (2.04%) gulp
3 2 (2.04%) Mocha
3 2 (2.04%) Jasmine
General
1 28 (28.57%) Finance
2 23 (23.47%) Telecoms
2 23 (23.47%) Retail
3 9 (9.18%) Manufacturing
4 8 (8.16%) Banking
5 5 (5.10%) Games
6 2 (2.04%) Aerospace
6 2 (2.04%) Automotive
6 2 (2.04%) Legal
6 2 (2.04%) Marketing
7 1 (1.02%) Pharmaceutical
7 1 (1.02%) Back Office
Job Titles
1 52 (53.06%) Data Scientist
2 34 (34.69%) Developer
3 13 (13.27%) C++ Developer
4 10 (10.20%) Consultant
4 10 (10.20%) Data Analytics Consultant
4 10 (10.20%) Data Consultant
5 9 (9.18%) Analyst
5 9 (9.18%) Data Analyst
6 5 (5.10%) Python Developer
7 4 (4.08%) Senior Developer
7 4 (4.08%) Android Developer
8 3 (3.06%) Junior Developer
8 3 (3.06%) Research Scientist
8 3 (3.06%) Junior
8 3 (3.06%) Software Engineer
8 3 (3.06%) Java Developer
9 2 (2.04%) Senior Python Developer
9 2 (2.04%) Lead Software Engineer
9 2 (2.04%) Software Developer
9 2 (2.04%) Junior Software Developer
Libraries, Frameworks & Software Standards
1 43 (43.88%) Pandas
1 43 (43.88%) scikit-learn
2 41 (41.84%) SciPy
3 40 (40.82%) D3.js
4 39 (39.80%) Cascalog
5 13 (13.27%) STL
5 13 (13.27%) Boost C++ Libraries
6 6 (6.12%) HTML
6 6 (6.12%) CSS
7 5 (5.10%) AngularJS
8 3 (3.06%) HTML5
9 2 (2.04%) Kafka
9 2 (2.04%) Sass
9 2 (2.04%) PostGIS
9 2 (2.04%) NumPy
9 2 (2.04%) CSS3
9 2 (2.04%) Flask
9 2 (2.04%) React
10 1 (1.02%) Backbone.js
10 1 (1.02%) Web Services
Miscellaneous
1 48 (48.98%) Analytical Skills
2 41 (41.84%) Visualisation
3 31 (31.63%) Computer Science
3 31 (31.63%) Algorithms
4 30 (30.61%) Mathematics
5 15 (15.31%) Data Structures
6 13 (13.27%) Social Media
6 13 (13.27%) Clustering
7 8 (8.16%) Physics
8 5 (5.10%) Statistics
9 3 (3.06%) Smartphone
9 3 (3.06%) Artificial Intelligence
10 2 (2.04%) Neural Network
10 2 (2.04%) Economics
10 2 (2.04%) Management Information System
10 2 (2.04%) iPad
10 2 (2.04%) Applied Mathematics
10 2 (2.04%) Data Centre
11 1 (1.02%) Social Network
11 1 (1.02%) Data Extraction
Operating Systems
1 7 (7.14%) Android
2 2 (2.04%) UNIX
2 2 (2.04%) Linux
Processes & Methodologies
1 62 (63.27%) Analytics
2 48 (48.98%) Machine Learning
3 46 (46.94%) Statistical Analysis
4 42 (42.86%) Time Series Analysis
5 41 (41.84%) Continuous Integration
6 40 (40.82%) Data Munging
7 39 (39.80%) Unit Testing
7 39 (39.80%) Data Visualisation
8 35 (35.71%) User Stories
9 31 (31.63%) Agile Software Development
10 28 (28.57%) Open Source
11 25 (25.51%) Data Analysis
11 25 (25.51%) Data Analytics
12 17 (17.35%) Use Case
13 16 (16.33%) Software Engineering
14 14 (14.29%) Multithreading
15 13 (13.27%) Risk Analysis
15 13 (13.27%) OO
16 11 (11.22%) Coaching
17 10 (10.20%) Business Analysis
Programming Languages
1 63 (64.29%) Python
2 47 (47.96%) SQL
3 46 (46.94%) R
4 43 (43.88%) Clojure
5 39 (39.80%) Bash Shell
5 39 (39.80%) VBA
6 30 (30.61%) C++
7 21 (21.43%) Java
8 12 (12.24%) MATLAB
9 8 (8.16%) JavaScript
10 6 (6.12%) C
11 3 (3.06%) C#
11 3 (3.06%) Shell Script
11 3 (3.06%) Go
12 1 (1.02%) Scala
12 1 (1.02%) PHP
Qualifications
1 15 (15.31%) PhD
2 13 (13.27%) Security Cleared
3 12 (12.24%) Degree
4 5 (5.10%) SC Cleared
System Software
1 39 (39.80%) VirtualBox
Systems Management
1 39 (39.80%) Vagrant
2 2 (2.04%) Opscode Chef
2 2 (2.04%) Puppet
Vendors
1 4 (4.08%) Google
2 1 (1.02%) Zend
2 1 (1.02%) Cognizant
London
Computer Futures
Salary: competitive
Posted: Yesterday
City, London
Client Server
Salary: £55k to £70k + benefits
Posted: 4 days ago
London
CLIENT SERVER
Salary: £55k to £70k + benefits
Posted: 4 days ago
London
Capgemini
Salary: competitive + excellent benefits
Posted: 20 days ago