Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Natural Language Processing (NLP)
South East > Oxfordshire
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 58 138 141
Rank change year-on-year +80 +3 -
Permanent jobs citing Natural Language Processing 140 40 46
As % of all permanent IT jobs advertised in Oxfordshire 4.77% 1.41% 1.48%
As % of the Libraries, Frameworks & Software Standards category 8.97% 3.03% 2.98%
Number of salaries quoted 136 45 43
Oxfordshire median annual salary £65,000 £82,500 £65,000
Median salary % change year-on-year -21.21% +26.92% -
10th Percentile £37,500 £61,750 £55,000
90th Percentile £87,500 £87,500 £68,000
South East median annual salary £65,000 £70,000 £62,500
% change year-on-year -7.14% +12.00% +4.17%

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 1,560 1,319 1,546
As % of all permanent IT jobs advertised in Oxfordshire 53.12% 46.49% 49.68%
Number of salaries quoted 1,404 1,151 1,300
Oxfordshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +18.75%
10th Percentile £32,500 £27,750 £30,000
90th Percentile £70,000 £67,500 £65,000
South East median annual salary £45,750 £45,000 £45,000
% change year-on-year +1.67% - +5.88%

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 18 August 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 18 August 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 +24 89 £55,000 -33.33% 6
Kidlington +8 22 £67,000 -20.24%
Abingdon - 1 - - 2
Natural Language Processing
South East

For the 6 months to 18 August 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.

1 123 (87.86%) Machine Learning
2 101 (72.14%) Java
3 81 (57.86%) Software Engineering
4 69 (49.29%) Python
5 65 (46.43%) Computer Science
6 64 (45.71%) PhD
7 60 (42.86%) C++
8 59 (42.14%) Deep Learning
9 58 (41.43%) Bayesian Methods
10 57 (40.71%) Computer Vision
11 56 (40.00%) Agile Software Development
12 54 (38.57%) Degree
13 46 (32.86%) C
13 46 (32.86%) TDD
13 46 (32.86%) Continuous Integration
14 45 (32.14%) Web Services
15 41 (29.29%) Artificial Intelligence
15 41 (29.29%) Algorithms
16 40 (28.57%) Reinforcement Learning
17 39 (27.86%) C#
18 37 (26.43%) Computational Linguistics
18 37 (26.43%) TensorFlow
19 36 (25.71%) Data Science
20 35 (25.00%) Probabilistic Modelling
21 34 (24.29%) Computational Biology
21 34 (24.29%) Distributed Algorithms
21 34 (24.29%) Multithreading
21 34 (24.29%) Biology
22 32 (22.86%) Analytics
23 31 (22.14%) Spring

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 23 (16.43%) Elasticsearch
2 22 (15.71%) Apache Solr
2 22 (15.71%) JBoss
3 4 (2.86%) Apache
4 2 (1.43%) Apache Spark
5 1 (0.71%) Jetty
5 1 (0.71%) Tomcat
Applications
1 1 (0.71%) Microsoft Excel
Cloud Services
1 24 (17.14%) Amazon AWS
2 23 (16.43%) GitHub
3 1 (0.71%) Cloud Computing
Database & Business Intelligence
1 25 (17.86%) Big Data
2 3 (2.14%) Hadoop
2 3 (2.14%) NoSQL
3 2 (1.43%) Apache Cassandra
3 2 (1.43%) Apache Hive
3 2 (1.43%) Spark SQL
4 1 (0.71%) Amazon DynamoDB
4 1 (0.71%) Data Mining
4 1 (0.71%) Geospatial Data
4 1 (0.71%) MongoDB
4 1 (0.71%) PostgreSQL
4 1 (0.71%) Relational Database
4 1 (0.71%) SQL Server
4 1 (0.71%) Text Mining
Development Applications
1 25 (17.86%) Selenium
2 23 (16.43%) Jenkins
3 9 (6.43%) JUnit
4 8 (5.71%) Gradle
4 8 (5.71%) Maven
5 5 (3.57%) NUnit
6 4 (2.86%) Git (software)
6 4 (2.86%) Subversion
7 1 (0.71%) Mockito
General
1 6 (4.29%) Aerospace
1 6 (4.29%) Automotive
1 6 (4.29%) Games
2 3 (2.14%) Publishing
3 1 (0.71%) Finance
Job Titles
1 84 (60.00%) Developer
2 52 (37.14%) Software Engineer
3 36 (25.71%) Software Developer
4 31 (22.14%) Java Developer
5 24 (17.14%) Computer Engineer
5 24 (17.14%) Computer Vision Engineer
6 23 (16.43%) Developer/Software Engineer
7 22 (15.71%) C++ Software Engineer
8 17 (12.14%) Lead Developer
9 15 (10.71%) Python Engineer
9 15 (10.71%) Senior Developer
10 13 (9.29%) Senior Java Developer
11 12 (8.57%) C++ Developer
11 12 (8.57%) Python Developer
12 11 (7.86%) C++ Software Developer
12 11 (7.86%) Lead Software Developer
13 10 (7.14%) Computer Vision Developer
13 10 (7.14%) Senior Software Engineer
14 8 (5.71%) Machine Learning Engineer
15 7 (5.00%) Java Engineer
Libraries, Frameworks & Software Standards
1 45 (32.14%) Web Services
2 37 (26.43%) TensorFlow
3 31 (22.14%) Spring
4 23 (16.43%) RESTful
5 22 (15.71%) Lucene
6 8 (5.71%) Spring Boot
6 8 (5.71%) Thymeleaf
7 7 (5.00%) Akka
7 7 (5.00%) Play Framework
8 5 (3.57%) .NET
8 5 (3.57%) .NET Framework
8 5 (3.57%) ASP.NET
8 5 (3.57%) ASP.NET MVC
8 5 (3.57%) Entity Framework
8 5 (3.57%) jQuery
9 3 (2.14%) UIMA
10 2 (1.43%) AngularJS
10 2 (1.43%) Django
10 2 (1.43%) Theano
11 1 (0.71%) Java EE
Miscellaneous
1 65 (46.43%) Computer Science
2 41 (29.29%) Algorithms
3 17 (12.14%) Greenfield Project
4 6 (4.29%) Reference Data
5 2 (1.43%) 3D Graphics
5 2 (1.43%) Semantic Web
6 1 (0.71%) Data Structures
6 1 (0.71%) Hedge funds
6 1 (0.71%) Virtual Team
Processes & Methodologies
1 123 (87.86%) Machine Learning
2 81 (57.86%) Software Engineering
3 59 (42.14%) Deep Learning
4 58 (41.43%) Bayesian Methods
5 57 (40.71%) Computer Vision
6 56 (40.00%) Agile Software Development
7 46 (32.86%) Continuous Integration
7 46 (32.86%) TDD
8 41 (29.29%) Artificial Intelligence
9 40 (28.57%) Reinforcement Learning
10 37 (26.43%) Computational Linguistics
11 36 (25.71%) Data Science
12 35 (25.00%) Probabilistic Modelling
13 34 (24.29%) Biology
13 34 (24.29%) Computational Biology
13 34 (24.29%) Distributed Algorithms
13 34 (24.29%) Multithreading
14 32 (22.86%) Analytics
15 29 (20.71%) Data Modelling
16 28 (20.00%) Kalman Filter
Programming Languages
1 101 (72.14%) Java
2 69 (49.29%) Python
3 60 (42.86%) C++
4 46 (32.86%) C
5 39 (27.86%) C#
6 12 (8.57%) SQL
7 9 (6.43%) Scala
8 6 (4.29%) MATLAB
9 4 (2.86%) JavaScript
10 3 (2.14%) Java 8
11 2 (1.43%) Fortran
12 1 (0.71%) Java 9
12 1 (0.71%) R
Qualifications
1 64 (45.71%) PhD
2 54 (38.57%) Degree
3 3 (2.14%) Computer Science Degree
Quality Assurance & Compliance
1 6 (4.29%) Data Quality
Systems Management
1 1 (0.71%) Ansible
1 1 (0.71%) Opscode Chef
1 1 (0.71%) Puppet
1 1 (0.71%) Terraform
Vendors
1 18 (12.86%) Capita
2 7 (5.00%) Oracle
3 6 (4.29%) Talend
4 5 (3.57%) Google
5 1 (0.71%) Microsoft