Period
to 20 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
East of England > Cambridgeshire
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 171 155 159
Rank change year-on-year -16 +4 +21
Permanent jobs citing Natural Language Processing 34 23 35
As % of all permanent IT jobs advertised in Cambridgeshire 0.81% 0.70% 0.86%
As % of the Libraries, Frameworks & Software Standards category 2.03% 1.73% 2.18%
Number of salaries quoted 23 18 34
Cambridgeshire median annual salary £60,000 £47,500 £45,000
Median salary % change year-on-year +26.32% +5.56% +21.62%
10th Percentile £44,000 £36,000 £37,750
90th Percentile £83,000 £67,000 £60,000
East of England median annual salary £58,750 £47,500 £45,000
% change year-on-year +23.68% +5.56% -12.20%

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 Cambridgeshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cambridgeshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,671 1,329 1,607
As % of all permanent IT jobs advertised in Cambridgeshire 39.91% 40.53% 39.50%
Number of salaries quoted 1,319 1,170 1,448
Cambridgeshire median annual salary £50,000 £45,000 £40,500
Median salary % change year-on-year +11.11% +11.11% +1.25%
10th Percentile £30,000 £26,250 £28,800
90th Percentile £70,000 £61,250 £58,000
East of England median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

Natural Language Processing
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Natural Language Processing in Cambridgeshire

Natural Language Processing
Salary Trend in Cambridgeshire

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

Salary trend for Natural Language Processing in Cambridgeshire

Natural Language Processing
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Natural Language Processing in Cambridgeshire over the 6 months to 20 January 2018.

Salary histogram for Natural Language Processing in Cambridgeshire

Natural Language Processing
Job Locations in Cambridgeshire

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 Cambridgeshire region over the 6 months to 20 January 2018. 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
Cambridge -22 33 £58,750 +23.68% 8
Natural Language Processing
East of England

For the 6 months to 20 January 2018, 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 Cambridgeshire region with a requirement for Natural Language Processing.

1 28 (82.35%) Machine Learning
2 26 (76.47%) Python
3 25 (73.53%) C++
4 21 (61.76%) Deep Learning
5 19 (55.88%) PhD
6 16 (47.06%) Java
6 16 (47.06%) Degree
7 13 (38.24%) Artificial Intelligence
8 12 (35.29%) Reinforcement Learning
9 9 (26.47%) TensorFlow
9 9 (26.47%) Signal Processing
9 9 (26.47%) Linux
10 8 (23.53%) C#
10 8 (23.53%) Software Engineering
10 8 (23.53%) Apache Spark
11 7 (20.59%) Algorithms
11 7 (20.59%) C
12 6 (17.65%) Neural Network
12 6 (17.65%) Data Mining
12 6 (17.65%) Multithreading
13 5 (14.71%) Biology
13 5 (14.71%) Distributed Algorithms
13 5 (14.71%) Computational Linguistics
13 5 (14.71%) Computational Biology
14 4 (11.76%) Analytics
14 4 (11.76%) Computer Science
14 4 (11.76%) Hadoop
14 4 (11.76%) Finance
15 3 (8.82%) Agile Software Development
15 3 (8.82%) Mathematics

Natural Language Processing
Co-occurring IT Skills in Cambridgeshire 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 8 (23.53%) Apache Spark
2 1 (2.94%) Elasticsearch
2 1 (2.94%) NServiceBus
Cloud Services
1 3 (8.82%) Amazon AWS
1 3 (8.82%) Azure Machine Learning
1 3 (8.82%) Microsoft Azure
2 1 (2.94%) Cortana Intelligence Suite
Communications & Networking
1 1 (2.94%) Internet
1 1 (2.94%) Skype
Database & Business Intelligence
1 6 (17.65%) Data Mining
2 4 (11.76%) Hadoop
3 2 (5.88%) Text Mining
4 1 (2.94%) Big Data
4 1 (2.94%) Neo4j
4 1 (2.94%) NoSQL
4 1 (2.94%) SQL Server
Development Applications
1 1 (2.94%) Git (software)
1 1 (2.94%) PhantomJS
1 1 (2.94%) Selenium
General
1 4 (11.76%) Finance
2 2 (5.88%) Advertising
2 2 (5.88%) Games
3 1 (2.94%) Marketing
3 1 (2.94%) Retail
3 1 (2.94%) Telecoms
Job Titles
1 14 (41.18%) Machine Learning Scientist
2 8 (23.53%) Machine Learning Engineer
3 6 (17.65%) Developer
4 5 (14.71%) Machine Learning Developer
5 4 (11.76%) Data Scientist
6 3 (8.82%) Software Engineer
7 2 (5.88%) Principal Engineer
8 1 (2.94%) Architect
8 1 (2.94%) C# Architect
8 1 (2.94%) C++ Software Engineer
8 1 (2.94%) Linux Engineer
8 1 (2.94%) Linux Systems Engineer
8 1 (2.94%) Principal Software Engineer
8 1 (2.94%) Principal Systems Engineer
8 1 (2.94%) Research Engineer
8 1 (2.94%) Senior Software Engineer
8 1 (2.94%) Software Developer
8 1 (2.94%) Systems Engineer
8 1 (2.94%) Technical Architect
8 1 (2.94%) Web Architect
Libraries, Frameworks & Software Standards
1 9 (26.47%) TensorFlow
2 3 (8.82%) PySpark
3 2 (5.88%) .NET
3 2 (5.88%) RESTful
4 1 (2.94%) .NET Framework
4 1 (2.94%) ASP.NET
4 1 (2.94%) ASP.NET MVC
4 1 (2.94%) ASP.NET Web API
4 1 (2.94%) Boost C++ Libraries
4 1 (2.94%) CSS
4 1 (2.94%) D3.js
4 1 (2.94%) HTML5
4 1 (2.94%) KnockoutJS
4 1 (2.94%) Node.js
4 1 (2.94%) ServiceStack
4 1 (2.94%) SignalR
4 1 (2.94%) STL
4 1 (2.94%) WCF
4 1 (2.94%) Web Services
4 1 (2.94%) WPF
Miscellaneous
1 7 (20.59%) Algorithms
2 4 (11.76%) Computer Science
3 2 (5.88%) Smart City
4 1 (2.94%) Analytical Skills
4 1 (2.94%) Clustering
4 1 (2.94%) Data Structures
4 1 (2.94%) HoloLens
4 1 (2.94%) Kinect
4 1 (2.94%) Online Games
4 1 (2.94%) Social Media
4 1 (2.94%) Social Network
4 1 (2.94%) User Experience
Operating Systems
1 9 (26.47%) Linux
2 1 (2.94%) CentOS
2 1 (2.94%) Red Hat Enterprise Linux
2 1 (2.94%) Unix
Processes & Methodologies
1 28 (82.35%) Machine Learning
2 21 (61.76%) Deep Learning
3 13 (38.24%) Artificial Intelligence
4 12 (35.29%) Reinforcement Learning
5 9 (26.47%) Signal Processing
6 8 (23.53%) Software Engineering
7 6 (17.65%) Multithreading
7 6 (17.65%) Neural Network
8 5 (14.71%) Biology
8 5 (14.71%) Computational Biology
8 5 (14.71%) Computational Linguistics
8 5 (14.71%) Distributed Algorithms
9 4 (11.76%) Analytics
10 3 (8.82%) Agile Software Development
10 3 (8.82%) MapReduce
10 3 (8.82%) Mathematics
10 3 (8.82%) Open Source
10 3 (8.82%) Statistics
11 2 (5.88%) Smart City Simulations
11 2 (5.88%) Speech Recognition
Programming Languages
1 26 (76.47%) Python
2 25 (73.53%) C++
3 16 (47.06%) Java
4 8 (23.53%) C#
5 7 (20.59%) C
6 2 (5.88%) PHP
7 1 (2.94%) JavaScript
7 1 (2.94%) R
7 1 (2.94%) SQL
Qualifications
1 19 (55.88%) PhD
2 16 (47.06%) Degree
3 3 (8.82%) Computer Science Degree
4 1 (2.94%) Postgraduate
Vendors
1 2 (5.88%) Microsoft
2 1 (2.94%) IBM
2 1 (2.94%) Red Hat