Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
England > South West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 325 340 343
Rank change year-on-year +15 +3 -45
Permanent jobs citing Natural Language Processing 14 7 15
As % of all permanent IT jobs advertised in the South West 0.14% 0.064% 0.13%
As % of the Libraries, Frameworks & Software Standards category 0.31% 0.16% 0.30%
Number of salaries quoted 9 7 15
South West median annual salary £55,000 £40,000 £45,000
Median salary % change year-on-year +37.50% -11.11% -2.70%
10th Percentile £37,477 £31,250 £42,500
90th Percentile £90,750 £49,500 £66,500
England median annual salary £62,500 £60,000 £62,500
% change year-on-year +4.17% -4.00% +13.64%

Natural Language Processing is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
South West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4529 4402 4963
As % of all permanent IT jobs advertised in the South West 44.08% 40.35% 41.96%
Number of salaries quoted 3896 3824 4330
South West median annual salary £41,438 £40,000 £38,500
Median salary % change year-on-year +3.60% +3.90% +4.05%
10th Percentile £26,250 £26,250 £25,750
90th Percentile £62,500 £60,000 £60,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Natural Language Processing
Job Vacancy Trend in the South West

Job postings citing Natural Language Processing as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Natural Language Processing in the South West

Natural Language Processing
Salary Trend in the South West

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

Salary trend for Natural Language Processing in the South West

Natural Language Processing
Salary Histogram in the South West

The salary distribution of IT jobs citing Natural Language Processing in the South West over the 6 months to 23 November 2017.

Salary histogram for Natural Language Processing in the South West

Natural Language Processing
Job Locations in the South West

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 West region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol -18 9 £47,500 +5.56% 2
Somerset - 4 - -
Gloucestershire - 1 £60,000 - 1
Natural Language Processing
England

For the 6 months to 23 November 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 West region with a requirement for Natural Language Processing.

1 10 (71.43%) Machine Learning
1 10 (71.43%) Algorithms
2 9 (64.29%) NoSQL
3 8 (57.14%) Python
4 7 (50.00%) Degree
5 6 (42.86%) Big Data
5 6 (42.86%) Git (software)
5 6 (42.86%) Amazon AWS
5 6 (42.86%) Agile Software Development
5 6 (42.86%) Statistics
6 5 (35.71%) SQL
6 5 (35.71%) Mathematics
6 5 (35.71%) Computer Science
6 5 (35.71%) Kafka
6 5 (35.71%) Elasticsearch
7 4 (28.57%) Vagrant
7 4 (28.57%) Jenkins
7 4 (28.57%) Regular Expression
7 4 (28.57%) Redis
7 4 (28.57%) Behat
7 4 (28.57%) Docker
7 4 (28.57%) TensorFlow
7 4 (28.57%) PHP 7
7 4 (28.57%) Linux Command Line
7 4 (28.57%) Codeception
7 4 (28.57%) XPath
7 4 (28.57%) Apache Solr
7 4 (28.57%) Continuous Integration
7 4 (28.57%) RabbitMQ
7 4 (28.57%) R

Natural Language Processing
Co-occurring IT Skills in the South West 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 5 (35.71%) Elasticsearch
2 4 (28.57%) Apache Solr
3 3 (21.43%) Apache Spark
3 3 (21.43%) SAS
Applications
1 3 (21.43%) SPSS
2 2 (14.29%) Chatbot
Cloud Services
1 6 (42.86%) Amazon AWS
2 3 (21.43%) Cloud Computing
2 3 (21.43%) Google Cloud Platform
3 2 (14.29%) Azure Machine Learning
3 2 (14.29%) Microsoft Azure
4 1 (7.14%) SaaS
Database & Business Intelligence
1 9 (64.29%) NoSQL
2 6 (42.86%) Big Data
3 4 (28.57%) MongoDB
3 4 (28.57%) Redis
4 3 (21.43%) Apache Hive
4 3 (21.43%) BigQuery
4 3 (21.43%) Geospatial Data
4 3 (21.43%) GIS
4 3 (21.43%) Hadoop
4 3 (21.43%) Impala
5 2 (14.29%) Mahout
Development Applications
1 6 (42.86%) Git (software)
2 4 (28.57%) Codeception
2 4 (28.57%) Jenkins
2 4 (28.57%) Subversion
2 4 (28.57%) Vagrant
General
1 3 (21.43%) Games
1 3 (21.43%) Law
1 3 (21.43%) Marketing
2 1 (7.14%) Finance
Job Titles
1 7 (50.00%) Data Scientist
2 4 (28.57%) PHP Software Engineer
2 4 (28.57%) Software Engineer
3 2 (14.29%) Junior
3 2 (14.29%) Junior Software Engineer
3 2 (14.29%) Senior Data Scientist
4 1 (7.14%) Developer
4 1 (7.14%) Machine Learning Engineer
4 1 (7.14%) Machine Learning Scientist
4 1 (7.14%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 5 (35.71%) Kafka
2 4 (28.57%) Behat
2 4 (28.57%) RabbitMQ
2 4 (28.57%) Regular Expression
2 4 (28.57%) TensorFlow
3 3 (21.43%) D3.js
3 3 (21.43%) Theano
4 2 (14.29%) GraphX
5 1 (7.14%) Keras
5 1 (7.14%) NumPy
5 1 (7.14%) Pandas
5 1 (7.14%) Ramda
5 1 (7.14%) Redux
5 1 (7.14%) RxJS
5 1 (7.14%) scikit-learn
5 1 (7.14%) SciPy
Miscellaneous
1 10 (71.43%) Algorithms
2 5 (35.71%) Computer Science
3 4 (28.57%) Linux Command Line
4 3 (21.43%) Analytical Skills
4 3 (21.43%) Blog
4 3 (21.43%) Data Protection Act
4 3 (21.43%) Management Information System
5 1 (7.14%) BBC
5 1 (7.14%) Greenfield Project
Operating Systems
1 4 (28.57%) Linux
Processes & Methodologies
1 10 (71.43%) Machine Learning
2 6 (42.86%) Agile Software Development
2 6 (42.86%) Statistics
3 5 (35.71%) Mathematics
4 4 (28.57%) BDD
4 4 (28.57%) Continuous Integration
4 4 (28.57%) CRM
4 4 (28.57%) OO
4 4 (28.57%) Software Engineering
4 4 (28.57%) TDD
5 3 (21.43%) Cluster Analysis
5 3 (21.43%) Data Protection
5 3 (21.43%) Open Source
5 3 (21.43%) Predictive Modelling
5 3 (21.43%) Rapid Prototyping
5 3 (21.43%) Regression Analysis
5 3 (21.43%) Software Architecture
5 3 (21.43%) Statistical Analysis
5 3 (21.43%) Unit Testing
5 3 (21.43%) Visualisation
Programming Languages
1 8 (57.14%) Python
2 5 (35.71%) SQL
3 4 (28.57%) PHP
3 4 (28.57%) PHP 7
3 4 (28.57%) R
3 4 (28.57%) XPath
4 3 (21.43%) JavaScript
4 3 (21.43%) MATLAB
5 1 (7.14%) C
5 1 (7.14%) Clojure
5 1 (7.14%) F#
5 1 (7.14%) Haskell
5 1 (7.14%) Java
5 1 (7.14%) Scala
Qualifications
1 7 (50.00%) Degree
2 3 (21.43%) Computer Science Degree
2 3 (21.43%) Postgraduate
System Software
1 4 (28.57%) Docker
Vendors
1 1 (7.14%) Google