Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for GNU Octave skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GNU Octave over the 6 months to 13 December 2018 with a comparison to the same period in the previous 2 years.

GNU Octave
UK > England
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 1076 1158 1142
Rank change year-on-year +82 -16 +123
Permanent jobs citing GNU Octave 45 13 59
As % of all permanent IT jobs advertised in England 0.030% 0.008% 0.034%
As % of the Applications category 0.34% 0.088% 0.39%
Number of salaries quoted 44 9 57
England median annual salary £50,000 £60,000 £57,500
Median salary % change year-on-year -16.67% +4.35% -11.54%
10th Percentile £43,750 £42,250 £37,500
90th Percentile £80,000 £85,000 £75,000
UK median annual salary £50,000 £60,000 £57,500
% change year-on-year -16.67% +4.35% -11.54%

GNU Octave is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for software application skills.

All Software Application Skills
England
Permanent vacancies with a requirement for software application skills 13,131 14,693 15,174
As % of all permanent IT jobs advertised in England 8.85% 8.73% 8.70%
Number of salaries quoted 10,064 11,552 12,496
England median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £22,000 £22,000 £21,500
90th Percentile £68,750 £65,000 £65,000
UK median annual salary £40,000 £37,500 £37,000
% change year-on-year +6.67% +1.35% -1.33%

GNU Octave
Job Vacancy Trend in England

Job postings citing GNU Octave as a percentage of all IT jobs advertised in England.

Job vacancy trend for GNU Octave in England

GNU Octave
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing GNU Octave in England.

Salary trend for GNU Octave in England

GNU Octave
Salary Histogram in England

The salary distribution of IT jobs citing GNU Octave in England over the 6 months to 13 December 2018.

Salary histogram for GNU Octave in England

GNU Octave
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GNU Octave within the England region over the 6 months to 13 December 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
South East +50 33 £47,500 -17.39% 3
London +69 10 £75,000 +17.65% 1
North of England +38 1 £40,000 -
East of England +31 1 £50,000 -
North East 0 1 £40,000 -
GNU Octave
UK

For the 6 months to 13 December 2018, IT jobs citing GNU Octave 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 England region with a requirement for GNU Octave.

1 43 (95.56%) Mathematics
1 43 (95.56%) R
1 43 (95.56%) Big Data
2 42 (93.33%) Machine Learning
3 41 (91.11%) MATLAB
3 41 (91.11%) Data Science
4 38 (84.44%) C++
5 37 (82.22%) Artificial Intelligence
6 36 (80.00%) PhD
7 34 (75.56%) C#
7 34 (75.56%) Physics
7 34 (75.56%) Computer Vision
8 33 (73.33%) Algorithms
8 33 (73.33%) Data Analysis
9 32 (71.11%) Subversion
9 32 (71.11%) Neural Network
9 32 (71.11%) Git (software)
9 32 (71.11%) Image Processing
9 32 (71.11%) Deep Learning
9 32 (71.11%) Mathematical Modelling
10 11 (24.44%) Apache Spark
10 11 (24.44%) Python
11 10 (22.22%) Java
12 9 (20.00%) Analytics
13 7 (15.56%) SQL
13 7 (15.56%) Computer Science
14 6 (13.33%) Finance
14 6 (13.33%) Statistical Analysis
14 6 (13.33%) Analytical Skills
15 5 (11.11%) Hadoop

GNU Octave
Co-occurring IT Skills in England 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 11 (24.44%) Apache Spark
2 4 (8.89%) Apache Pig
3 2 (4.44%) Apache
Cloud Services
1 1 (2.22%) Amazon AWS
1 1 (2.22%) Serverless
Database & Business Intelligence
1 43 (95.56%) Big Data
2 5 (11.11%) Hadoop
3 4 (8.89%) Amazon DynamoDB
3 4 (8.89%) Apache Hive
3 4 (8.89%) Impala
3 4 (8.89%) MongoDB
3 4 (8.89%) Relational Database
4 2 (4.44%) Data Warehouse
5 1 (2.22%) NoSQL
5 1 (2.22%) SQL Server
5 1 (2.22%) SQL Server 2014
Development Applications
1 32 (71.11%) Git (software)
1 32 (71.11%) Subversion
2 1 (2.22%) Team Foundation Server
2 1 (2.22%) Visual Studio
General
1 6 (13.33%) Finance
2 4 (8.89%) Banking
3 3 (6.67%) Marketing
4 1 (2.22%) French Language
4 1 (2.22%) German Language
Job Titles
1 23 (51.11%) Data Scientist
2 17 (37.78%) Computer Engineer
2 17 (37.78%) Computer Vision Engineer
3 5 (11.11%) Senior Data Scientist
4 2 (4.44%) Big Data Engineer
4 2 (4.44%) Data Engineer
5 1 (2.22%) .NET Developer
5 1 (2.22%) Data Analytics Director
5 1 (2.22%) Data Science Director
5 1 (2.22%) Developer
Libraries, Frameworks & Software Standards
1 4 (8.89%) Natural Language Processing
1 4 (8.89%) NumPy
1 4 (8.89%) Pandas
1 4 (8.89%) REST
2 1 (2.22%) .NET
2 1 (2.22%) AngularJS
2 1 (2.22%) ASP.NET
2 1 (2.22%) Caffe
2 1 (2.22%) CSS
2 1 (2.22%) HTML
2 1 (2.22%) HTML5
2 1 (2.22%) jQuery
2 1 (2.22%) JSON
2 1 (2.22%) RESTful
2 1 (2.22%) TensorFlow
2 1 (2.22%) Twitter Bootstrap
2 1 (2.22%) Vue.js
2 1 (2.22%) WCF
Miscellaneous
1 33 (73.33%) Algorithms
2 6 (13.33%) Analytical Skills
Operating Systems
1 1 (2.22%) Linux
Processes & Methodologies
1 43 (95.56%) Mathematics
2 42 (93.33%) Machine Learning
3 41 (91.11%) Data Science
4 37 (82.22%) Artificial Intelligence
5 34 (75.56%) Computer Vision
5 34 (75.56%) Physics
6 33 (73.33%) Data Analysis
7 32 (71.11%) Deep Learning
7 32 (71.11%) Image Processing
7 32 (71.11%) Mathematical Modelling
7 32 (71.11%) Neural Network
8 9 (20.00%) Analytics
9 7 (15.56%) Computer Science
10 6 (13.33%) Statistical Analysis
11 5 (11.11%) Statistical Modelling
12 4 (8.89%) Big Data Analytics
12 4 (8.89%) Business Transformation
12 4 (8.89%) Data Analytics
12 4 (8.89%) Kalman Filter
12 4 (8.89%) Statistics
Programming Languages
1 43 (95.56%) R
2 41 (91.11%) MATLAB
3 38 (84.44%) C++
4 34 (75.56%) C#
5 11 (24.44%) Python
6 10 (22.22%) Java
7 7 (15.56%) SQL
8 3 (6.67%) Scala
9 1 (2.22%) Fortran
Qualifications
1 36 (80.00%) PhD
2 2 (4.44%) Degree
3 1 (2.22%) Master's Degree
Quality Assurance & Compliance
1 4 (8.89%) Data Quality
1 4 (8.89%) QA
Vendors
1 1 (2.22%) Microsoft