Period
to 19 April 2019

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 19 April 2019 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
East of England > Cambridgeshire
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 146 157 152
Rank change year-on-year +11 -5 +12
Permanent jobs citing Natural Language Processing 31 71 34
As % of all permanent IT jobs advertised in Cambridgeshire 1.12% 1.55% 0.99%
As % of the Libraries, Frameworks & Software Standards category 3.10% 3.90% 2.41%
Number of salaries quoted 27 47 25
Cambridgeshire median annual salary £55,000 £57,500 £47,500
Median salary % change year-on-year -4.35% +21.05% +17.28%
10th Percentile £31,250 £48,750 £32,500
90th Percentile £69,500 £77,500 £80,500
East of England median annual salary £55,000 £56,250 £50,000
% change year-on-year -2.22% +12.50% +23.46%

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 1,001 1,819 1,411
As % of all permanent IT jobs advertised in Cambridgeshire 36.01% 39.71% 41.10%
Number of salaries quoted 773 1,329 1,193
Cambridgeshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +8.43%
10th Percentile £32,500 £30,250 £26,750
90th Percentile £72,500 £67,500 £61,250
East of England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +3.45%

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 19 April 2019.

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 19 April 2019. 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 +18 31 £55,000 -4.35% 7
Natural Language Processing
East of England

For the 6 months to 19 April 2019, IT jobs citing Natural Language Processing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridgeshire region with a requirement for Natural Language Processing.

1 29 (93.55%) Python
2 25 (80.65%) Machine Learning
3 15 (48.39%) PhD
4 14 (45.16%) Java
5 13 (41.94%) Software Engineering
5 13 (41.94%) Degree
5 13 (41.94%) Computer Science
5 13 (41.94%) Deep Learning
5 13 (41.94%) Reinforcement Learning
6 12 (38.71%) JavaScript
7 11 (35.48%) SQL
7 11 (35.48%) Artificial Intelligence
8 10 (32.26%) Mathematics
8 10 (32.26%) Django
8 10 (32.26%) C
8 10 (32.26%) Data Mining
8 10 (32.26%) TensorFlow
9 9 (29.03%) RESTful
9 9 (29.03%) C++
9 9 (29.03%) Algorithms
9 9 (29.03%) Data Science
10 8 (25.81%) HTML
10 8 (25.81%) CSS
10 8 (25.81%) Games
10 8 (25.81%) HTML5
11 7 (22.58%) Computer Science Degree
12 6 (19.35%) Web Services
12 6 (19.35%) Agile Software Development
12 6 (19.35%) Biology
12 6 (19.35%) REST

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 2 (6.45%) nginx
2 1 (3.23%) Elasticsearch
Applications
1 1 (3.23%) Weka
Cloud Services
1 4 (12.90%) Amazon AWS
2 1 (3.23%) Microsoft Azure
Communications & Networking
1 1 (3.23%) HTTP
Database & Business Intelligence
1 10 (32.26%) Data Mining
2 4 (12.90%) Hadoop
2 4 (12.90%) MongoDB
3 3 (9.68%) NoSQL
4 2 (6.45%) Big Data
4 2 (6.45%) Relational Database
Development Applications
1 2 (6.45%) GitLab
1 2 (6.45%) JIRA
2 1 (3.23%) Fiddler
2 1 (3.23%) TeamCity
General
1 8 (25.81%) Games
2 5 (16.13%) Pharmaceutical
3 4 (12.90%) Publishing
4 1 (3.23%) Electronics
Job Titles
1 16 (51.61%) Developer
2 12 (38.71%) Python Developer
3 9 (29.03%) Python Engineer
3 9 (29.03%) Software Engineer
4 7 (22.58%) Developer/Software Engineer
4 7 (22.58%) Software Developer
5 6 (19.35%) Python Software Engineer
6 5 (16.13%) Full Stack Developer
7 4 (12.90%) Data Scientist
7 4 (12.90%) Research Scientist
8 3 (9.68%) Junior
8 3 (9.68%) Junior Developer
8 3 (9.68%) Junior Python Developer
8 3 (9.68%) Machine Learning Engineer
8 3 (9.68%) Senior Software Engineer
9 2 (6.45%) C Developer
9 2 (6.45%) Python Programmer
9 2 (6.45%) Senior Python Developer
9 2 (6.45%) Senior Python Programmer
9 2 (6.45%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 10 (32.26%) Django
1 10 (32.26%) TensorFlow
2 9 (29.03%) RESTful
3 8 (25.81%) CSS
3 8 (25.81%) HTML
3 8 (25.81%) HTML5
4 6 (19.35%) REST
4 6 (19.35%) Web Services
5 5 (16.13%) AngularJS
5 5 (16.13%) React
6 3 (9.68%) NumPy
6 3 (9.68%) Pandas
6 3 (9.68%) SciPy
7 2 (6.45%) CSS3
7 2 (6.45%) SOAP
7 2 (6.45%) Twitter Bootstrap
8 1 (3.23%) Express
8 1 (3.23%) jQuery
8 1 (3.23%) MEAN Stack
8 1 (3.23%) Theano
Miscellaneous
1 9 (29.03%) Algorithms
2 4 (12.90%) NHS
2 4 (12.90%) Robotics
2 4 (12.90%) Smart City
3 2 (6.45%) Analytical Skills
3 2 (6.45%) Self-Motivation
4 1 (3.23%) Analytical Mindset
4 1 (3.23%) CUDA
4 1 (3.23%) Data Structures
4 1 (3.23%) Life Science
Operating Systems
1 5 (16.13%) Linux
2 3 (9.68%) Unix
Processes & Methodologies
1 25 (80.65%) Machine Learning
2 13 (41.94%) Computer Science
2 13 (41.94%) Deep Learning
2 13 (41.94%) Reinforcement Learning
2 13 (41.94%) Software Engineering
3 11 (35.48%) Artificial Intelligence
4 10 (32.26%) Mathematics
5 9 (29.03%) Data Science
6 6 (19.35%) Agile Software Development
6 6 (19.35%) Biology
7 5 (16.13%) Bayesian Methods
7 5 (16.13%) Computational Biology
7 5 (16.13%) Computational Linguistics
7 5 (16.13%) Decision-Making
7 5 (16.13%) Distributed Algorithms
7 5 (16.13%) Multithreading
7 5 (16.13%) Probabilistic Modelling
8 4 (12.90%) Complexity Analysis
8 4 (12.90%) Performance Analysis
8 4 (12.90%) Signal Processing
Programming Languages
1 29 (93.55%) Python
2 14 (45.16%) Java
3 12 (38.71%) JavaScript
4 11 (35.48%) SQL
5 10 (32.26%) C
6 9 (29.03%) C++
7 5 (16.13%) C#
8 4 (12.90%) R
8 4 (12.90%) Scala
9 1 (3.23%) Bash Shell
9 1 (3.23%) Go
9 1 (3.23%) Perl
Qualifications
1 15 (48.39%) PhD
2 13 (41.94%) Degree
3 7 (22.58%) Computer Science Degree
4 5 (16.13%) MPhil
5 2 (6.45%) Master's Degree
6 1 (3.23%) Numerate Degree
Quality Assurance & Compliance
1 1 (3.23%) QA
System Software
1 2 (6.45%) Docker
Systems Management
1 2 (6.45%) Ansible
1 2 (6.45%) Kubernetes
1 2 (6.45%) Terraform
2 1 (3.23%) Docker Swarm