Period
to 11 December 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
East of England > Cambridgeshire
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 114 179 152
Rank change year-on-year +65 -27 +10
Permanent jobs citing Natural Language Processing 64 30 24
As % of all permanent IT jobs advertised in Cambridgeshire 2.08% 0.69% 0.70%
As % of the Libraries, Frameworks & Software Standards category 5.73% 1.71% 1.66%
Number of salaries quoted 58 21 15
Cambridgeshire median annual salary £57,500 £60,000 £45,000
Median salary % change year-on-year -4.17% +33.33% -
10th Percentile £43,375 £37,500 £32,500
90th Percentile £137,500 £80,000 £55,000
East of England median annual salary £57,500 £55,000 £45,000
% change year-on-year +4.55% +22.22% -

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 1,116 1,752 1,450
As % of all permanent IT jobs advertised in Cambridgeshire 36.22% 40.51% 42.50%
Number of salaries quoted 887 1,419 1,237
Cambridgeshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £31,250 £30,000 £26,250
90th Percentile £72,500 £70,000 £61,250
East of England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 11 December 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 11 December 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 +76 64 £57,500 +4.55% 9
Natural Language Processing
East of England

For the 6 months to 11 December 2018, 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 64 (100.00%) Python
2 50 (78.13%) Machine Learning
3 49 (76.56%) Java
4 47 (73.44%) PhD
4 47 (73.44%) Artificial Intelligence
5 46 (71.88%) Deep Learning
6 45 (70.31%) C
6 45 (70.31%) Reinforcement Learning
7 42 (65.63%) C++
8 37 (57.81%) TensorFlow
9 35 (54.69%) Algorithms
10 32 (50.00%) Bayesian Methods
10 32 (50.00%) Distributed Algorithms
10 32 (50.00%) Multithreading
10 32 (50.00%) MPhil
11 31 (48.44%) Computational Linguistics
11 31 (48.44%) Computational Biology
11 31 (48.44%) Probabilistic Modelling
11 31 (48.44%) C#
11 31 (48.44%) Biology
12 24 (37.50%) Software Engineering
13 22 (34.38%) Markov Model
14 21 (32.81%) Games
14 21 (32.81%) Mathematics
15 19 (29.69%) Agile Software Development
16 18 (28.13%) Decision-Making
17 17 (26.56%) Smart City
17 17 (26.56%) Robotics
18 16 (25.00%) Publishing
19 12 (18.75%) Neural Network

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 1 (1.56%) Apache Spark
1 1 (1.56%) nginx
Applications
1 1 (1.56%) Weka
Cloud Services
1 4 (6.25%) Amazon AWS
Database & Business Intelligence
1 7 (10.94%) Big Data
1 7 (10.94%) Data Mining
2 6 (9.38%) NoSQL
3 5 (7.81%) Hadoop
3 5 (7.81%) Relational Database
4 1 (1.56%) Apache Cassandra
4 1 (1.56%) HBase
4 1 (1.56%) MongoDB
4 1 (1.56%) Sqoop
Development Applications
1 8 (12.50%) Git (software)
2 1 (1.56%) GitLab
2 1 (1.56%) JIRA
2 1 (1.56%) TeamCity
General
1 21 (32.81%) Games
2 16 (25.00%) Publishing
3 7 (10.94%) Pharmaceutical
4 2 (3.13%) Finance
5 1 (1.56%) Financial Institution
Job Titles
1 29 (45.31%) Developer
2 22 (34.38%) Software Engineer
3 21 (32.81%) Developer/Software Engineer
3 21 (32.81%) Software Developer
4 19 (29.69%) Machine Learning Engineer
5 14 (21.88%) Python Engineer
6 10 (15.63%) Machine Learning Researcher
6 10 (15.63%) Python Developer
7 9 (14.06%) Research Engineer
8 8 (12.50%) Mathematical Developer
8 8 (12.50%) Programmer
8 8 (12.50%) Python Software Engineer
9 7 (10.94%) Mathematical Modelling Developer
9 7 (10.94%) Mathematical Modelling Engineer
10 6 (9.38%) Machine Learning Developer
11 4 (6.25%) Research Scientist
12 3 (4.69%) JavaScript Engineer
12 3 (4.69%) Senior Programmer
12 3 (4.69%) Senior Software Developer
12 3 (4.69%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 37 (57.81%) TensorFlow
2 11 (17.19%) AngularJS
2 11 (17.19%) React
3 10 (15.63%) Django
4 8 (12.50%) CSS
4 8 (12.50%) HTML
4 8 (12.50%) Web Services
5 5 (7.81%) HTML5
5 5 (7.81%) REST
5 5 (7.81%) RESTful
5 5 (7.81%) SOAP
6 4 (6.25%) CSS3
7 3 (4.69%) Twitter Bootstrap
8 1 (1.56%) Kafka
8 1 (1.56%) scikit-learn
8 1 (1.56%) STL
8 1 (1.56%) Theano
8 1 (1.56%) Torch
Miscellaneous
1 35 (54.69%) Algorithms
2 17 (26.56%) Robotics
2 17 (26.56%) Smart City
3 8 (12.50%) Grid Computing
4 4 (6.25%) NHS
5 2 (3.13%) Analytical Skills
6 1 (1.56%) CUDA
Operating Systems
1 12 (18.75%) Linux
2 2 (3.13%) Unix
Processes & Methodologies
1 50 (78.13%) Machine Learning
2 47 (73.44%) Artificial Intelligence
3 46 (71.88%) Deep Learning
4 45 (70.31%) Reinforcement Learning
5 32 (50.00%) Bayesian Methods
5 32 (50.00%) Distributed Algorithms
5 32 (50.00%) Multithreading
6 31 (48.44%) Biology
6 31 (48.44%) Computational Biology
6 31 (48.44%) Computational Linguistics
6 31 (48.44%) Probabilistic Modelling
7 24 (37.50%) Software Engineering
8 22 (34.38%) Markov Model
9 21 (32.81%) Mathematics
10 19 (29.69%) Agile Software Development
11 18 (28.13%) Decision-Making
12 12 (18.75%) Neural Network
13 10 (15.63%) Signal Processing
14 9 (14.06%) DevOps
15 8 (12.50%) Software Optimisation
Programming Languages
1 64 (100.00%) Python
2 49 (76.56%) Java
3 45 (70.31%) C
4 42 (65.63%) C++
5 31 (48.44%) C#
6 10 (15.63%) JavaScript
7 5 (7.81%) SQL
8 4 (6.25%) Scala
9 1 (1.56%) Bash Shell
9 1 (1.56%) MATLAB
9 1 (1.56%) R
Qualifications
1 47 (73.44%) PhD
2 32 (50.00%) MPhil
3 5 (7.81%) Degree
4 1 (1.56%) Computer Science Degree
4 1 (1.56%) Master's Degree
System Software
1 2 (3.13%) Docker
2 1 (1.56%) Apache Flume
Systems Management
1 2 (3.13%) Ansible
2 1 (1.56%) Kubernetes
2 1 (1.56%) Terraform
Vendors
1 1 (1.56%) Hortonworks