The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Natural Language Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Natural Language Processing over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Natural Language Processing
England / South East
Rank 369 449 455
Rank change year-on-year +80 +6  
Permanent jobs citing Natural Language Processing 26 6 1
As % of all permanent IT jobs advertised in the South East 0.18% 0.031% 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.45% 0.082% 0.013%
Number of salaries quoted 21 4 1
Median salary £65,000 £57,500 £30,000
Median salary % change year-on-year +13.04% +91.66%  
UK excluding London median salary £59,000 £42,500 £52,500
% change year-on-year +38.82% -19.04%  

Natural Language Processing is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
South East
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 5840 7326 7685
As % of all permanent IT job vacancies advertised in the South East 39.46% 38.05% 37.31%
Number of salaries quoted 5043 6544 6673
Median salary £44,000 £44,000 £42,500
Median salary % change year-on-year - +3.52%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Natural Language Processing
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Natural Language Processing as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Natural Language Processing in the South East

Natural Language Processing
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Natural Language Processing in the South East.

Salary trend for Natural Language Processing in the South East

Natural Language Processing
Salary Histogram in the South East

The salary distribution of IT jobs citing Natural Language Processing in the South East over the 3 months to 26 March 2017.

Salary histogram for Natural Language Processing in the South East

Natural Language Processing
Job Locations in the South East

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 South East region over the 3 months to 26 March 2017. 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 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
Oxfordshire +14 16 £65,000 +13.04% 1
Berkshire - 6 £65,000 -
Surrey - 4 - -
Natural Language Processing
England

Natural Language Processing
Top 30 Related IT Skills in the South East

For the 6 months to 26 March 2017, 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 South East region with a requirement for Natural Language Processing.

1 24 (77.42%) Machine Learning
2 23 (74.19%) Python
3 20 (64.52%) Java
3 20 (64.52%) R
4 18 (58.06%) Big Data
5 14 (45.16%) Artificial Intelligence
5 14 (45.16%) Algorithms
6 12 (38.71%) NoSQL
6 12 (38.71%) PhD
7 11 (35.48%) Computer Science
7 11 (35.48%) Hadoop
7 11 (35.48%) Analytics
8 10 (32.26%) Distributed Algorithms
8 10 (32.26%) Statistics
8 10 (32.26%) Data Mining
8 10 (32.26%) Apache
8 10 (32.26%) C
9 9 (29.03%) Multithreading
10 8 (25.81%) Visualisation
10 8 (25.81%) SQL
10 8 (25.81%) Data Visualisation
11 7 (22.58%) Scala
11 7 (22.58%) Software Engineering
12 6 (19.35%) Data Management
12 6 (19.35%) Subversion
12 6 (19.35%) Git (software)
12 6 (19.35%) nginx
12 6 (19.35%) RESTful
12 6 (19.35%) Life Science
12 6 (19.35%) Spotfire

Natural Language Processing
Top Related IT Skills in the South East 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 10 (32.26%) Apache
2 6 (19.35%) Apache Spark
2 6 (19.35%) Jetty
2 6 (19.35%) nginx
2 6 (19.35%) Tomcat
3 2 (6.45%) Apache Solr
3 2 (6.45%) Elasticsearch
Cloud Services
1 5 (16.13%) Amazon AWS
2 1 (3.23%) Heroku
2 1 (3.23%) Microsoft Azure
2 1 (3.23%) SaaS
Database & Business Intelligence
1 18 (58.06%) Big Data
2 12 (38.71%) NoSQL
3 11 (35.48%) Hadoop
4 10 (32.26%) Data Mining
5 6 (19.35%) KNIME
5 6 (19.35%) Relational Database
5 6 (19.35%) Spotfire
6 2 (6.45%) Apache Cassandra
6 2 (6.45%) Apache Hive
6 2 (6.45%) Spark SQL
7 1 (3.23%) MongoDB
7 1 (3.23%) SQL Server
7 1 (3.23%) Text Mining
Development Applications
1 6 (19.35%) Git (software)
1 6 (19.35%) Gradle
1 6 (19.35%) Subversion
2 4 (12.90%) Maven
3 2 (6.45%) Selenium
4 1 (3.23%) TeamCity
General
1 6 (19.35%) Pharmaceutical
2 1 (3.23%) Banking
2 1 (3.23%) Finance
2 1 (3.23%) Publishing
Job Titles
1 16 (51.61%) Developer
2 9 (29.03%) Java Developer
3 8 (25.81%) Data Scientist
4 7 (22.58%) Software Developer
5 6 (19.35%) Java Engineer
6 5 (16.13%) Machine Learning Developer
7 4 (12.90%) Machine Learning Engineer
7 4 (12.90%) Senior Developer
7 4 (12.90%) Senior Software Developer
8 3 (9.68%) Big Data Developer
8 3 (9.68%) Research Engineer
9 2 (6.45%) Cassandra Developer
9 2 (6.45%) Java Software Engineer
9 2 (6.45%) Lead Developer
9 2 (6.45%) Lead Java Developer
9 2 (6.45%) Software Engineer
9 2 (6.45%) Technical Developer
9 2 (6.45%) Technical Leader
10 1 (3.23%) AWS Engineer
10 1 (3.23%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 6 (19.35%) RESTful
2 4 (12.90%) CSS
2 4 (12.90%) HTML
2 4 (12.90%) HTML5
2 4 (12.90%) Web Services
3 2 (6.45%) .NET
3 2 (6.45%) AngularJS
3 2 (6.45%) Lucene
3 2 (6.45%) Spring
Miscellaneous
1 14 (45.16%) Algorithms
2 11 (35.48%) Computer Science
3 6 (19.35%) Life Science
4 4 (12.90%) Data Structures
4 4 (12.90%) Semantic Web
5 1 (3.23%) Fintech
Operating Systems
1 1 (3.23%) Linux
1 1 (3.23%) Ubuntu
1 1 (3.23%) Unix
1 1 (3.23%) Windows
Processes & Methodologies
1 24 (77.42%) Machine Learning
2 14 (45.16%) Artificial Intelligence
3 11 (35.48%) Analytics
4 10 (32.26%) Distributed Algorithms
4 10 (32.26%) Statistics
5 9 (29.03%) Multithreading
6 8 (25.81%) Data Visualisation
6 8 (25.81%) Visualisation
7 7 (22.58%) Software Engineering
8 6 (19.35%) Biology
8 6 (19.35%) Build Automation
8 6 (19.35%) Chemistry
8 6 (19.35%) Continuous Integration
8 6 (19.35%) Data Management
8 6 (19.35%) Deep Learning
8 6 (19.35%) Mathematics
8 6 (19.35%) Open Source
8 6 (19.35%) Predictive Modelling
8 6 (19.35%) Signal Processing
8 6 (19.35%) TDD
Programming Languages
1 23 (74.19%) Python
2 20 (64.52%) Java
2 20 (64.52%) R
3 10 (32.26%) C
4 8 (25.81%) SQL
5 7 (22.58%) Scala
6 6 (19.35%) JavaScript
7 4 (12.90%) Perl
8 3 (9.68%) C++
9 2 (6.45%) Bash Shell
9 2 (6.45%) Ruby
Qualifications
1 12 (38.71%) PhD
2 4 (12.90%) Degree
System Software
1 1 (3.23%) HDFS
Systems Management
1 1 (3.23%) Ansible
1 1 (3.23%) Opscode Chef
1 1 (3.23%) Puppet
Vendors
1 6 (19.35%) Tableau
2 1 (3.23%) Rackspace
Oxford, Oxfordshire
Understanding Recruitment
Salary: £10000 - £130000 per annum + Equity
Posted: 6 days ago