Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
East of England > Cambridgeshire
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 123 167 154
Rank change year-on-year +44 -13 +19
Permanent jobs citing Natural Language Processing 68 35 27
As % of all permanent IT jobs advertised in Cambridgeshire 1.96% 0.93% 0.77%
As % of the Libraries, Frameworks & Software Standards category 5.66% 2.21% 1.77%
Number of salaries quoted 65 23 22
Cambridgeshire median annual salary £57,500 £45,000 £45,000
Median salary % change year-on-year +27.78% - -
10th Percentile £45,250 £32,500 £32,500
90th Percentile £137,500 £75,000 £55,000
East of England median annual salary £57,500 £45,000 £45,000
% change year-on-year +27.78% - -

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 1,201 1,586 1,523
As % of all permanent IT jobs advertised in Cambridgeshire 34.64% 41.99% 43.38%
Number of salaries quoted 944 1,339 1,301
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £31,250 £30,000 £26,250
90th Percentile £70,000 £67,500 £61,250
East of England median annual salary £47,500 £45,000 £45,000
% 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 22 October 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 22 October 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 +63 68 £57,500 +27.78% 3
Natural Language Processing
East of England

For the 6 months to 22 October 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 67 (98.53%) Python
2 58 (85.29%) Artificial Intelligence
3 57 (83.82%) Machine Learning
4 56 (82.35%) PhD
5 54 (79.41%) C
5 54 (79.41%) C++
5 54 (79.41%) Java
6 51 (75.00%) Deep Learning
7 49 (72.06%) Reinforcement Learning
8 46 (67.65%) Algorithms
9 45 (66.18%) Distributed Algorithms
9 45 (66.18%) Bayesian Methods
9 45 (66.18%) Multithreading
9 45 (66.18%) MPhil
10 41 (60.29%) TensorFlow
11 40 (58.82%) Computational Linguistics
11 40 (58.82%) Computational Biology
11 40 (58.82%) Probabilistic Modelling
11 40 (58.82%) Biology
11 40 (58.82%) C#
12 35 (51.47%) Software Engineering
13 27 (39.71%) Games
13 27 (39.71%) Smart City
13 27 (39.71%) Decision-Making
14 23 (33.82%) Robotics
15 22 (32.35%) Markov Model
16 17 (25.00%) Agile Software Development
17 15 (22.06%) Mathematics
17 15 (22.06%) Neural Network
18 13 (19.12%) Publishing

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 (1.47%) Apache Spark
Database & Business Intelligence
1 9 (13.24%) Big Data
2 4 (5.88%) NoSQL
3 3 (4.41%) Data Mining
3 3 (4.41%) Relational Database
4 1 (1.47%) Apache Cassandra
4 1 (1.47%) Hadoop
4 1 (1.47%) HBase
4 1 (1.47%) MongoDB
4 1 (1.47%) Sqoop
Development Applications
1 8 (11.76%) Git (software)
General
1 27 (39.71%) Games
2 13 (19.12%) Publishing
3 3 (4.41%) Pharmaceutical
4 2 (2.94%) Finance
5 1 (1.47%) Financial Institution
Job Titles
1 27 (39.71%) Machine Learning Engineer
2 25 (36.76%) Developer
3 19 (27.94%) Developer/Software Engineer
3 19 (27.94%) Software Developer
3 19 (27.94%) Software Engineer
4 17 (25.00%) Python Engineer
5 13 (19.12%) Research Engineer
6 10 (14.71%) Machine Learning Researcher
7 8 (11.76%) Mathematical Developer
8 7 (10.29%) Mathematical Modelling Developer
8 7 (10.29%) Mathematical Modelling Engineer
9 6 (8.82%) Machine Learning Developer
9 6 (8.82%) Programmer
10 5 (7.35%) Python Developer
10 5 (7.35%) Python Software Engineer
11 4 (5.88%) JavaScript Developer
12 3 (4.41%) C++ Developer
12 3 (4.41%) C++ Software Developer
12 3 (4.41%) JavaScript Engineer
12 3 (4.41%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 41 (60.29%) TensorFlow
2 8 (11.76%) AngularJS
2 8 (11.76%) React
3 6 (8.82%) CSS
3 6 (8.82%) HTML
4 5 (7.35%) Django
4 5 (7.35%) STL
5 4 (5.88%) Web Services
6 3 (4.41%) REST
6 3 (4.41%) SOAP
7 2 (2.94%) CSS3
7 2 (2.94%) HTML5
7 2 (2.94%) RESTful
8 1 (1.47%) Kafka
8 1 (1.47%) Twitter Bootstrap
Miscellaneous
1 46 (67.65%) Algorithms
2 27 (39.71%) Smart City
3 23 (33.82%) Robotics
4 8 (11.76%) Grid Computing
5 3 (4.41%) Analytical Skills
6 2 (2.94%) Computer Science
7 1 (1.47%) Life Science
7 1 (1.47%) User Experience
Operating Systems
1 10 (14.71%) Linux
2 5 (7.35%) Robot Operating System
Processes & Methodologies
1 58 (85.29%) Artificial Intelligence
2 57 (83.82%) Machine Learning
3 51 (75.00%) Deep Learning
4 49 (72.06%) Reinforcement Learning
5 45 (66.18%) Bayesian Methods
5 45 (66.18%) Distributed Algorithms
5 45 (66.18%) Multithreading
6 40 (58.82%) Biology
6 40 (58.82%) Computational Biology
6 40 (58.82%) Computational Linguistics
6 40 (58.82%) Probabilistic Modelling
7 35 (51.47%) Software Engineering
8 27 (39.71%) Decision-Making
9 22 (32.35%) Markov Model
10 17 (25.00%) Agile Software Development
11 15 (22.06%) Mathematics
11 15 (22.06%) Neural Network
12 9 (13.24%) Signal Processing
13 8 (11.76%) Software Optimisation
14 7 (10.29%) Mathematical Modelling
Programming Languages
1 67 (98.53%) Python
2 54 (79.41%) C
2 54 (79.41%) C++
2 54 (79.41%) Java
3 40 (58.82%) C#
4 7 (10.29%) JavaScript
5 2 (2.94%) SQL
6 1 (1.47%) Bash Shell
6 1 (1.47%) MATLAB
6 1 (1.47%) Perl
6 1 (1.47%) R
6 1 (1.47%) TypeScript
Qualifications
1 56 (82.35%) PhD
2 45 (66.18%) MPhil
3 2 (2.94%) Degree
System Software
1 2 (2.94%) Docker
2 1 (1.47%) Apache Flume
Systems Management
1 1 (1.47%) Ansible
Vendors
1 1 (1.47%) Hortonworks