Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies 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 21 November 2017 with a comparison to the same period in the previous 2 years.

GNU Octave
UK
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1193 1186 1268
Rank change year-on-year -7 +82 +68
Permanent jobs citing GNU Octave 13 57 33
As % of all permanent IT jobs advertised in the UK 0.007% 0.030% 0.015%
As % of the Applications category 0.083% 0.35% 0.15%
Number of salaries quoted 10 55 28
UK median annual salary £57,500 £57,500 £65,000
Median salary % change year-on-year - -11.54% +36.84%
10th Percentile £40,500 £43,750 £41,250
90th Percentile £93,750 £75,000 £87,875
UK excluding London median annual salary £45,000 £57,500 £50,000
% change year-on-year -21.74% +15.00% +5.26%

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 with a requirement for software application skills.

All Software Application Skills
UK
Permanent vacancies with a requirement for software application skills 15694 16487 21449
As % of all permanent IT jobs advertised in the UK 8.67% 8.73% 9.87%
Number of salaries quoted 12241 13542 17189
UK median annual salary £37,500 £37,500 £37,500
10th Percentile £22,000 £21,250 £21,250
90th Percentile £65,000 £63,750 £63,750
UK excluding London median annual salary £33,000 £32,500 £33,500
% change year-on-year +1.54% -2.99% +3.08%

GNU Octave
Job Vacancy Trend

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

Job vacancy trend for GNU Octave in the UK

GNU Octave
Salary Trend

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

Salary trend for GNU Octave in the UK

GNU Octave
Salary Histogram

The salary distribution of IT jobs citing GNU Octave over the 6 months to 21 November 2017.

Salary histogram for GNU Octave in the UK

GNU Octave
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GNU Octave within the UK over the 6 months to 21 November 2017. 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
England -20 13 £57,500 -
UK excluding London -11 8 £45,000 -21.74% 1
London +15 5 £67,500 -3.57%
South East +20 3 £55,000 -4.35%
East of England -2 2 £37,500 -25.00%
North of England - 2 - -
North West - 2 - -
South West +8 1 £45,000 -5.26%

For the 6 months to 21 November 2017, IT jobs citing GNU Octave also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for GNU Octave.

1 8 (61.54%) Python
2 7 (53.85%) C++
2 7 (53.85%) MATLAB
2 7 (53.85%) Mathematics
2 7 (53.85%) R
3 6 (46.15%) Machine Learning
4 5 (38.46%) Big Data
4 5 (38.46%) Data Analysis
4 5 (38.46%) Computer Science
4 5 (38.46%) Java
4 5 (38.46%) PhD
5 4 (30.77%) C#
5 4 (30.77%) Artificial Intelligence
5 4 (30.77%) Analytics
5 4 (30.77%) NumPy
5 4 (30.77%) Algorithms
6 3 (23.08%) Kalman Filter
6 3 (23.08%) Relational Database
6 3 (23.08%) MongoDB
6 3 (23.08%) Statistical Modelling
6 3 (23.08%) Data Analytics
6 3 (23.08%) Decision Tree
6 3 (23.08%) Physics
6 3 (23.08%) Degree
6 3 (23.08%) Hadoop
6 3 (23.08%) C
6 3 (23.08%) SQL
6 3 (23.08%) Data Modelling
6 3 (23.08%) Windows
6 3 (23.08%) Linux

GNU Octave
Co-occurring IT Skills 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 2 (15.38%) Apache Pig
1 2 (15.38%) Apache Spark
Applications
1 2 (15.38%) Mathematica
1 2 (15.38%) Simulink
Cloud Services
1 1 (7.69%) Amazon AWS
1 1 (7.69%) SaaS
1 1 (7.69%) Serverless
Communications & Networking
1 1 (7.69%) Software-Defined Radio
Database & Business Intelligence
1 5 (38.46%) Big Data
2 3 (23.08%) Hadoop
2 3 (23.08%) MongoDB
2 3 (23.08%) Relational Database
3 2 (15.38%) Amazon DynamoDB
3 2 (15.38%) Apache Hive
3 2 (15.38%) Impala
3 2 (15.38%) NoSQL
4 1 (7.69%) Apache Accumulo
4 1 (7.69%) Apache Cassandra
4 1 (7.69%) SQL Server
4 1 (7.69%) SQL Server 2014
Development Applications
1 1 (7.69%) Team Foundation Server
General
1 2 (15.38%) Back Office
1 2 (15.38%) Finance
2 1 (7.69%) Banking
2 1 (7.69%) Electronics
2 1 (7.69%) Games
Job Titles
1 6 (46.15%) Data Scientist
2 2 (15.38%) Machine Learning Scientist
3 1 (7.69%) Analyst
3 1 (7.69%) Data Analyst
3 1 (7.69%) Data Analytics Analyst
3 1 (7.69%) Data Analytics Scientist
3 1 (7.69%) Developer
3 1 (7.69%) DevOps Engineer
3 1 (7.69%) DevOps Systems Engineer
3 1 (7.69%) Firmware Engineer
3 1 (7.69%) FPGA Engineer
3 1 (7.69%) Full Stack Developer
3 1 (7.69%) Machine Learning Analyst
3 1 (7.69%) Principal Engineer
3 1 (7.69%) Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (30.77%) NumPy
2 2 (15.38%) Pandas
2 2 (15.38%) SciPy
3 1 (7.69%) .NET
3 1 (7.69%) .NET Core
3 1 (7.69%) AngularJS
3 1 (7.69%) ASP.NET
3 1 (7.69%) CSS
3 1 (7.69%) HTML
3 1 (7.69%) HTML5
3 1 (7.69%) jQuery
3 1 (7.69%) JSON
3 1 (7.69%) REST
3 1 (7.69%) RESTful
3 1 (7.69%) TensorFlow
3 1 (7.69%) Twitter Bootstrap
3 1 (7.69%) Vue (Vue.js)
3 1 (7.69%) WCF
3 1 (7.69%) Web Services
Miscellaneous
1 5 (38.46%) Computer Science
2 4 (30.77%) Algorithms
3 1 (7.69%) Acoustics
3 1 (7.69%) ASIC
3 1 (7.69%) Equities
3 1 (7.69%) Field-Programmable Gate Array
3 1 (7.69%) Verilog
3 1 (7.69%) VHDL
Operating Systems
1 3 (23.08%) Linux
1 3 (23.08%) Windows
2 1 (7.69%) Android
Processes & Methodologies
1 7 (53.85%) Mathematics
2 6 (46.15%) Machine Learning
3 5 (38.46%) Data Analysis
4 4 (30.77%) Analytics
4 4 (30.77%) Artificial Intelligence
5 3 (23.08%) Data Analytics
5 3 (23.08%) Data Modelling
5 3 (23.08%) Decision Tree
5 3 (23.08%) Kalman Filter
5 3 (23.08%) Physics
5 3 (23.08%) Statistical Modelling
6 2 (15.38%) DevOps
6 2 (15.38%) Logistic Regression
6 2 (15.38%) Neural Network
6 2 (15.38%) Performance Analysis
6 2 (15.38%) Root Cause Analysis
6 2 (15.38%) Statistical Analysis
6 2 (15.38%) Validation
7 1 (7.69%) Deep Learning
7 1 (7.69%) Low Latency
Programming Languages
1 8 (61.54%) Python
2 7 (53.85%) C++
2 7 (53.85%) MATLAB
2 7 (53.85%) R
3 5 (38.46%) Java
4 4 (30.77%) C#
5 3 (23.08%) C
5 3 (23.08%) SQL
6 2 (15.38%) Bash Shell
6 2 (15.38%) Perl
7 1 (7.69%) Fortran
7 1 (7.69%) Scala
7 1 (7.69%) Tcl
Qualifications
1 5 (38.46%) PhD
2 3 (23.08%) Degree
3 1 (7.69%) Computer Science Degree
3 1 (7.69%) Master's Degree
System Software
1 1 (7.69%) Firmware
Vendors
1 1 (7.69%) Adobe
1 1 (7.69%) Cadence
1 1 (7.69%) Microsoft
1 1 (7.69%) Xilinx