Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
East of England > Cambridgeshire
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 144 150 157
Rank change year-on-year +6 +7 +27
Permanent jobs citing Natural Language Processing 73 35 39
As % of all permanent IT jobs advertised in Cambridgeshire 1.60% 1.02% 0.96%
As % of the Libraries, Frameworks & Software Standards category 4.02% 2.47% 2.24%
Number of salaries quoted 49 26 39
Cambridgeshire median annual salary £57,500 £43,750 £40,500
Median salary % change year-on-year +31.43% +8.02% +10.96%
10th Percentile £48,750 £32,500 £32,500
90th Percentile £77,500 £76,875 £60,000
East of England median annual salary £56,250 £47,500 £40,500
% change year-on-year +18.42% +17.28% -22.86%

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 1,817 1,419 1,744
As % of all permanent IT jobs advertised in Cambridgeshire 39.72% 41.27% 43.02%
Number of salaries quoted 1,320 1,198 1,502
Cambridgeshire median annual salary £47,500 £45,000 £42,000
Median salary % change year-on-year +5.56% +7.14% -1.18%
10th Percentile £30,225 £26,750 £29,750
90th Percentile £67,500 £61,250 £58,750
East of England median annual salary £50,000 £45,000 £43,500
% change year-on-year +11.11% +3.45% +2.35%

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 23 April 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 23 April 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 +6 72 £57,500 +31.43% 8
Natural Language Processing
East of England

For the 6 months to 23 April 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 68 (93.15%) Python
1 68 (93.15%) Machine Learning
2 62 (84.93%) C++
3 55 (75.34%) Artificial Intelligence
4 49 (67.12%) Deep Learning
5 48 (65.75%) PhD
6 45 (61.64%) Java
7 39 (53.42%) Reinforcement Learning
8 34 (46.58%) C
9 33 (45.21%) Multithreading
9 33 (45.21%) Algorithms
9 33 (45.21%) Distributed Algorithms
10 32 (43.84%) Neural Network
11 25 (34.25%) Signal Processing
12 24 (32.88%) Bayesian Methods
12 24 (32.88%) TensorFlow
13 21 (28.77%) Apache Spark
14 20 (27.40%) Computational Linguistics
14 20 (27.40%) Computational Biology
14 20 (27.40%) Software Engineering
14 20 (27.40%) Biology
14 20 (27.40%) C#
15 19 (26.03%) Linux
16 16 (21.92%) Big Data
17 14 (19.18%) STL
17 14 (19.18%) Degree
18 13 (17.81%) Data Engineering
18 13 (17.81%) Smart City
19 11 (15.07%) Games
19 11 (15.07%) Decision-Making

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 21 (28.77%) Apache Spark
2 2 (2.74%) Apache
2 2 (2.74%) Elasticsearch
Cloud Services
1 3 (4.11%) Amazon AWS
1 3 (4.11%) Azure Machine Learning
1 3 (4.11%) Microsoft Azure
Database & Business Intelligence
1 16 (21.92%) Big Data
2 6 (8.22%) Data Mining
2 6 (8.22%) Hadoop
3 2 (2.74%) QlikView
4 1 (1.37%) NoSQL
4 1 (1.37%) Relational Database
4 1 (1.37%) Text Mining
General
1 11 (15.07%) Games
2 5 (6.85%) Finance
3 3 (4.11%) Law
4 1 (1.37%) Pharmaceutical
Job Titles
1 35 (47.95%) Machine Learning Engineer
2 29 (39.73%) Python Engineer
3 28 (38.36%) Machine Learning Scientist
4 19 (26.03%) Developer
5 12 (16.44%) C++ Developer
6 10 (13.70%) Software Engineer
7 9 (12.33%) C++ Software Engineer
7 9 (12.33%) Developer/Software Engineer
8 8 (10.96%) C++ Software Developer
9 6 (8.22%) Software Developer
10 5 (6.85%) Machine Learning Developer
11 4 (5.48%) Data Scientist
12 3 (4.11%) Data Science Engineer
13 2 (2.74%) Author
13 2 (2.74%) Python Developer
13 2 (2.74%) Python Software Engineer
13 2 (2.74%) Technical Author
14 1 (1.37%) Python Programmer
14 1 (1.37%) Senior Python Developer
14 1 (1.37%) Senior Python Programmer
Libraries, Frameworks & Software Standards
1 24 (32.88%) TensorFlow
2 14 (19.18%) STL
3 3 (4.11%) PySpark
4 2 (2.74%) CSS
4 2 (2.74%) HTML
5 1 (1.37%) AngularJS
5 1 (1.37%) Boost C++ Libraries
5 1 (1.37%) Django
5 1 (1.37%) Elastic Stack
5 1 (1.37%) React
5 1 (1.37%) REST
5 1 (1.37%) SOAP
5 1 (1.37%) Web Services
Miscellaneous
1 33 (45.21%) Algorithms
2 13 (17.81%) Smart City
3 3 (4.11%) Life Science
4 2 (2.74%) Analytical Skills
4 2 (2.74%) Computer Science
4 2 (2.74%) User Experience
5 1 (1.37%) Enterprise Software
5 1 (1.37%) Fintech
Operating Systems
1 19 (26.03%) Linux
Processes & Methodologies
1 68 (93.15%) Machine Learning
2 55 (75.34%) Artificial Intelligence
3 49 (67.12%) Deep Learning
4 39 (53.42%) Reinforcement Learning
5 33 (45.21%) Distributed Algorithms
5 33 (45.21%) Multithreading
6 32 (43.84%) Neural Network
7 25 (34.25%) Signal Processing
8 24 (32.88%) Bayesian Methods
9 20 (27.40%) Biology
9 20 (27.40%) Computational Biology
9 20 (27.40%) Computational Linguistics
9 20 (27.40%) Software Engineering
10 13 (17.81%) Data Engineering
11 11 (15.07%) Decision-Making
11 11 (15.07%) Probabilistic Modelling
12 9 (12.33%) Computer Vision
13 5 (6.85%) Agile Software Development
13 5 (6.85%) Data Science
14 4 (5.48%) Analytics
Programming Languages
1 68 (93.15%) Python
2 62 (84.93%) C++
3 45 (61.64%) Java
4 34 (46.58%) C
5 20 (27.40%) C#
6 2 (2.74%) Bash Shell
6 2 (2.74%) Perl
7 1 (1.37%) JavaScript
7 1 (1.37%) R
Qualifications
1 48 (65.75%) PhD
2 14 (19.18%) Degree
3 1 (1.37%) Computer Science Degree
Systems Management
1 1 (1.37%) Kibana
1 1 (1.37%) logstash
Vendors
1 2 (2.74%) Cloudera
1 2 (2.74%) Cognos
1 2 (2.74%) Tableau
2 1 (1.37%) Bloomberg
2 1 (1.37%) Splunk