Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
South East > Oxfordshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 86 115 145
Rank change year-on-year +29 +30 +3
Permanent jobs citing Natural Language Processing 81 55 28
As % of all permanent IT jobs advertised in Oxfordshire 3.12% 1.85% 0.95%
As % of the Libraries, Frameworks & Software Standards category 6.37% 3.81% 2.02%
Number of salaries quoted 74 57 28
Oxfordshire median annual salary £55,000 £70,000 £65,000
Median salary % change year-on-year -21.43% +7.69% +4.00%
10th Percentile £37,500 £61,250 £61,250
90th Percentile £72,500 £85,400 £68,000
South East median annual salary £55,000 £70,000 £65,000
% change year-on-year -21.43% +7.69% +12.07%

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 Oxfordshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Oxfordshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,271 1,445 1,384
As % of all permanent IT jobs advertised in Oxfordshire 49.00% 48.59% 46.79%
Number of salaries quoted 1,127 1,251 1,180
Oxfordshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £70,000 £72,500 £63,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

Natural Language Processing
Job Vacancy Trend in Oxfordshire

Job postings citing Natural Language Processing as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Natural Language Processing in Oxfordshire

Natural Language Processing
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Natural Language Processing in Oxfordshire.

Salary trend for Natural Language Processing in Oxfordshire

Natural Language Processing
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Natural Language Processing in Oxfordshire over the 6 months to 17 November 2018.

Salary histogram for Natural Language Processing in Oxfordshire

Natural Language Processing
Job Locations in Oxfordshire

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 Oxfordshire region over the 6 months to 17 November 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
Oxford +5 71 £53,750 -23.21% 3
Kidlington +10 1 £67,500 -19.64% 1
Abingdon - 1 - -
Natural Language Processing
South East

For the 6 months to 17 November 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 Oxfordshire region with a requirement for Natural Language Processing.

1 66 (81.48%) Machine Learning
2 63 (77.78%) Java
3 59 (72.84%) Python
4 50 (61.73%) C++
4 50 (61.73%) Deep Learning
5 49 (60.49%) PhD
5 49 (60.49%) Artificial Intelligence
6 46 (56.79%) Software Engineering
6 46 (56.79%) Bayesian Methods
7 45 (55.56%) Computer Vision
8 44 (54.32%) Computational Linguistics
8 44 (54.32%) Algorithms
9 43 (53.09%) C#
10 41 (50.62%) TensorFlow
11 40 (49.38%) Probabilistic Modelling
11 40 (49.38%) Reinforcement Learning
11 40 (49.38%) C
12 39 (48.15%) Distributed Algorithms
12 39 (48.15%) Biology
12 39 (48.15%) Multithreading
12 39 (48.15%) MPhil
12 39 (48.15%) Computational Biology
13 16 (19.75%) Computer Science
14 15 (18.52%) Greenfield Project
15 13 (16.05%) Data Science
16 11 (13.58%) Agile Software Development
17 10 (12.35%) Degree
18 9 (11.11%) Spring
19 8 (9.88%) Mathematics
19 8 (9.88%) Apache

Natural Language Processing
Co-occurring IT Skills in Oxfordshire 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 8 (9.88%) Apache
2 2 (2.47%) Apache Solr
2 2 (2.47%) Apache Spark
2 2 (2.47%) Elasticsearch
3 1 (1.23%) JBoss
3 1 (1.23%) Jetty
3 1 (1.23%) Tomcat
Applications
1 3 (3.70%) Microsoft Excel
Cloud Services
1 3 (3.70%) Amazon AWS
2 2 (2.47%) GitHub
3 1 (1.23%) Cloud Computing
3 1 (1.23%) SaaS
Database & Business Intelligence
1 7 (8.64%) Big Data
1 7 (8.64%) Hadoop
2 5 (6.17%) NoSQL
3 2 (2.47%) Apache Hive
3 2 (2.47%) Text Mining
4 1 (1.23%) Amazon DynamoDB
4 1 (1.23%) MongoDB
Development Applications
1 7 (8.64%) JUnit
2 6 (7.41%) Git (software)
2 6 (7.41%) Gradle
2 6 (7.41%) Maven
2 6 (7.41%) Subversion
3 4 (4.94%) NUnit
4 2 (2.47%) Jenkins
4 2 (2.47%) Selenium
5 1 (1.23%) Mockito
General
1 7 (8.64%) Publishing
2 5 (6.17%) Aerospace
2 5 (6.17%) Automotive
3 3 (3.70%) Finance
Job Titles
1 62 (76.54%) Developer
2 37 (45.68%) Software Engineer
3 31 (38.27%) Software Developer
4 30 (37.04%) Developer/Software Engineer
5 23 (28.40%) C++ Software Engineer
6 21 (25.93%) C++ Developer
7 20 (24.69%) C++ Software Developer
8 14 (17.28%) Computer Engineer
8 14 (17.28%) Computer Vision Engineer
8 14 (17.28%) Java Developer
9 10 (12.35%) Computer Vision Developer
10 9 (11.11%) Python Engineer
11 8 (9.88%) Machine Learning Engineer
11 8 (9.88%) Python Developer
12 6 (7.41%) Data Scientist
12 6 (7.41%) Java Engineer
13 5 (6.17%) Java Software Engineer
13 5 (6.17%) Python Software Engineer
13 5 (6.17%) Scala Developer
13 5 (6.17%) Technologist
Libraries, Frameworks & Software Standards
1 41 (50.62%) TensorFlow
2 9 (11.11%) Spring
3 6 (7.41%) Spring Boot
3 6 (7.41%) Thymeleaf
4 5 (6.17%) Akka
4 5 (6.17%) Play Framework
4 5 (6.17%) UIMA
5 4 (4.94%) .NET
5 4 (4.94%) .NET Framework
5 4 (4.94%) ASP.NET
5 4 (4.94%) ASP.NET MVC
5 4 (4.94%) Entity Framework
5 4 (4.94%) jQuery
5 4 (4.94%) Web Services
6 3 (3.70%) RESTful
7 2 (2.47%) Hibernate
7 2 (2.47%) Keras
7 2 (2.47%) Lucene
7 2 (2.47%) OpenNLP
7 2 (2.47%) scikit-learn
Miscellaneous
1 44 (54.32%) Algorithms
2 16 (19.75%) Computer Science
3 15 (18.52%) Greenfield Project
4 4 (4.94%) Robotics
5 2 (2.47%) Analytical Skills
5 2 (2.47%) Life Science
6 1 (1.23%) Data Structures
6 1 (1.23%) Hedge funds
Operating Systems
1 3 (3.70%) Linux
2 1 (1.23%) Robot Operating System
Processes & Methodologies
1 66 (81.48%) Machine Learning
2 50 (61.73%) Deep Learning
3 49 (60.49%) Artificial Intelligence
4 46 (56.79%) Bayesian Methods
4 46 (56.79%) Software Engineering
5 45 (55.56%) Computer Vision
6 44 (54.32%) Computational Linguistics
7 40 (49.38%) Probabilistic Modelling
7 40 (49.38%) Reinforcement Learning
8 39 (48.15%) Biology
8 39 (48.15%) Computational Biology
8 39 (48.15%) Distributed Algorithms
8 39 (48.15%) Multithreading
9 13 (16.05%) Data Science
10 11 (13.58%) Agile Software Development
11 8 (9.88%) Mathematics
12 7 (8.64%) Neural Network
12 7 (8.64%) Signal Processing
12 7 (8.64%) TDD
13 5 (6.17%) MapReduce
Programming Languages
1 63 (77.78%) Java
2 59 (72.84%) Python
3 50 (61.73%) C++
4 43 (53.09%) C#
5 40 (49.38%) C
6 7 (8.64%) Scala
7 5 (6.17%) R
8 3 (3.70%) SQL
9 2 (2.47%) Java 8
10 1 (1.23%) Java 9
10 1 (1.23%) JavaScript
Qualifications
1 49 (60.49%) PhD
2 39 (48.15%) MPhil
3 10 (12.35%) Degree
4 6 (7.41%) Computer Science Degree
Systems Management
1 1 (1.23%) Ansible
1 1 (1.23%) Opscode Chef
1 1 (1.23%) Puppet
1 1 (1.23%) Terraform
Vendors
1 3 (3.70%) Microsoft
2 2 (2.47%) Google
2 2 (2.47%) RapidMiner
3 1 (1.23%) Oracle