Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
East of England > Cambridgeshire
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 128 149 154
Rank change year-on-year +21 +5 +40
Permanent jobs citing Natural Language Processing 76 46 44
As % of all permanent IT jobs advertised in Cambridgeshire 1.87% 1.22% 1.09%
As % of the Libraries, Frameworks & Software Standards category 5.03% 2.86% 2.43%
Number of salaries quoted 60 33 39
Cambridgeshire median annual salary £62,500 £42,500 £40,000
Median salary % change year-on-year +47.06% +6.25% -5.88%
10th Percentile £48,750 £32,500 £32,500
90th Percentile £76,825 £63,750 £56,000
East of England median annual salary £57,500 £45,000 £40,000
% change year-on-year +27.78% +12.50% -20.00%

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 1,510 1,609 1,814
As % of all permanent IT jobs advertised in Cambridgeshire 37.09% 42.80% 45.05%
Number of salaries quoted 1,091 1,326 1,546
Cambridgeshire median annual salary £46,000 £43,000 £42,500
Median salary % change year-on-year +6.98% +1.18% -
10th Percentile £31,250 £27,500 £27,500
90th Percentile £67,500 £62,500 £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 19 July 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 19 July 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 +23 76 £62,500 +47.06% 7
Natural Language Processing
East of England

For the 6 months to 19 July 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 73 (96.05%) Python
2 71 (93.42%) Machine Learning
3 69 (90.79%) Artificial Intelligence
4 66 (86.84%) C++
5 55 (72.37%) PhD
6 52 (68.42%) C
6 52 (68.42%) Deep Learning
7 51 (67.11%) Java
8 50 (65.79%) Algorithms
9 49 (64.47%) Reinforcement Learning
9 49 (64.47%) Distributed Algorithms
9 49 (64.47%) Multithreading
10 45 (59.21%) Bayesian Methods
11 35 (46.05%) Neural Network
12 34 (44.74%) Software Engineering
13 33 (43.42%) TensorFlow
14 32 (42.11%) Computational Linguistics
14 32 (42.11%) Computational Biology
14 32 (42.11%) Biology
14 32 (42.11%) C#
15 28 (36.84%) Probabilistic Modelling
16 24 (31.58%) Games
16 24 (31.58%) Smart City
16 24 (31.58%) Decision-Making
17 21 (27.63%) Big Data
17 21 (27.63%) Signal Processing
18 17 (22.37%) Data Engineering
18 17 (22.37%) STL
18 17 (22.37%) Linux
19 14 (18.42%) Apache Spark

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 14 (18.42%) Apache Spark
2 2 (2.63%) Apache
2 2 (2.63%) Elasticsearch
Database & Business Intelligence
1 21 (27.63%) Big Data
2 4 (5.26%) Hadoop
3 2 (2.63%) NoSQL
3 2 (2.63%) QlikView
4 1 (1.32%) Apache Cassandra
4 1 (1.32%) HBase
4 1 (1.32%) MongoDB
4 1 (1.32%) Relational Database
4 1 (1.32%) Sqoop
Development Applications
1 3 (3.95%) Git (software)
General
1 24 (31.58%) Games
2 4 (5.26%) Finance
3 3 (3.95%) Law
4 1 (1.32%) Financial Institution
4 1 (1.32%) Pharmaceutical
Job Titles
1 42 (55.26%) Machine Learning Engineer
2 32 (42.11%) Python Engineer
3 19 (25.00%) Developer
4 18 (23.68%) Machine Learning Scientist
5 14 (18.42%) C++ Developer
5 14 (18.42%) Software Engineer
6 13 (17.11%) Developer/Software Engineer
7 11 (14.47%) C++ Software Engineer
8 10 (13.16%) C++ Software Developer
8 10 (13.16%) Software Developer
9 8 (10.53%) Research Engineer
10 3 (3.95%) Author
10 3 (3.95%) Python Developer
10 3 (3.95%) Python Software Engineer
10 3 (3.95%) Technical Author
11 2 (2.63%) Data Scientist
11 2 (2.63%) Games Engineer
11 2 (2.63%) Machine Learning Researcher
11 2 (2.63%) Senior Data Scientist
12 1 (1.32%) Junior Software Developer
Libraries, Frameworks & Software Standards
1 33 (43.42%) TensorFlow
2 17 (22.37%) STL
3 3 (3.95%) CSS
3 3 (3.95%) HTML
4 2 (2.63%) AngularJS
4 2 (2.63%) React
5 1 (1.32%) Django
5 1 (1.32%) Elastic Stack
5 1 (1.32%) Kafka
5 1 (1.32%) REST
5 1 (1.32%) SOAP
5 1 (1.32%) Web Services
Miscellaneous
1 50 (65.79%) Algorithms
2 24 (31.58%) Smart City
3 10 (13.16%) Robotics
4 5 (6.58%) Analytical Skills
5 4 (5.26%) Life Science
6 3 (3.95%) Grid Computing
6 3 (3.95%) User Experience
7 1 (1.32%) Computer Science
7 1 (1.32%) Enterprise Software
7 1 (1.32%) Fintech
Operating Systems
1 17 (22.37%) Linux
2 5 (6.58%) Robot Operating System
Processes & Methodologies
1 71 (93.42%) Machine Learning
2 69 (90.79%) Artificial Intelligence
3 52 (68.42%) Deep Learning
4 49 (64.47%) Distributed Algorithms
4 49 (64.47%) Multithreading
4 49 (64.47%) Reinforcement Learning
5 45 (59.21%) Bayesian Methods
6 35 (46.05%) Neural Network
7 34 (44.74%) Software Engineering
8 32 (42.11%) Biology
8 32 (42.11%) Computational Biology
8 32 (42.11%) Computational Linguistics
9 28 (36.84%) Probabilistic Modelling
10 24 (31.58%) Decision-Making
11 21 (27.63%) Signal Processing
12 17 (22.37%) Data Engineering
13 9 (11.84%) Computer Vision
14 7 (9.21%) Agile Software Development
15 3 (3.95%) Business Intelligence
15 3 (3.95%) Software Optimisation
Programming Languages
1 73 (96.05%) Python
2 66 (86.84%) C++
3 52 (68.42%) C
4 51 (67.11%) Java
5 32 (42.11%) C#
6 3 (3.95%) Bash Shell
6 3 (3.95%) Perl
7 2 (2.63%) JavaScript
8 1 (1.32%) MATLAB
8 1 (1.32%) R
8 1 (1.32%) TypeScript
Qualifications
1 55 (72.37%) PhD
2 1 (1.32%) Degree
System Software
1 1 (1.32%) Apache Flume
1 1 (1.32%) Docker
Systems Management
1 1 (1.32%) Kibana
1 1 (1.32%) logstash
Vendors
1 2 (2.63%) Cloudera
1 2 (2.63%) Cognos
1 2 (2.63%) Tableau
2 1 (1.32%) Bloomberg
2 1 (1.32%) Hortonworks
2 1 (1.32%) Splunk