Period
to 21 June 2018

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 June 2018 with a comparison to the same period in the previous 2 years.

GNU Octave
UK
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 1169 1186 1263
Rank change year-on-year +17 +77 +9
Permanent jobs citing GNU Octave 27 9 13
As % of all permanent IT jobs advertised in the UK 0.016% 0.005% 0.006%
As % of the Applications category 0.18% 0.060% 0.068%
Number of salaries quoted 27 8 13
UK median annual salary £54,000 £55,000 £67,500
Median salary % change year-on-year -1.82% -18.52% +10.20%
10th Percentile £47,500 £33,750 £51,250
90th Percentile £80,000 £87,250 £86,250
UK excluding London median annual salary £50,000 £43,750 £57,500
% change year-on-year +14.29% -23.91% -4.17%

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 14,602 15,050 19,110
As % of all permanent IT jobs advertised in the UK 8.46% 8.72% 9.50%
Number of salaries quoted 11,414 12,015 15,527
UK median annual salary £37,500 £37,500 £37,000
Median salary % change year-on-year - +1.35% +4.23%
10th Percentile £21,500 £22,000 £21,500
90th Percentile £65,000 £65,000 £63,750
UK excluding London median annual salary £34,000 £33,000 £32,500
% change year-on-year +3.03% +1.54% -

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 June 2018.

Salary histogram for GNU Octave in the UK

GNU Octave
Top 4 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 June 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
England +26 27 £54,000 -6.09% 4
South East +21 21 £50,000 -13.04% 4
UK excluding London +9 21 £50,000 +14.29% 4
London -1 6 £63,750 -10.53%

For the 6 months to 21 June 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 with a requirement for GNU Octave.

1 27 (100.00%) C++
1 27 (100.00%) PhD
1 27 (100.00%) Artificial Intelligence
1 27 (100.00%) R
1 27 (100.00%) Big Data
2 25 (92.59%) Mathematics
3 22 (81.48%) Data Science
4 21 (77.78%) Machine Learning
5 14 (51.85%) NumPy
5 14 (51.85%) Apache Hive
5 14 (51.85%) MongoDB
5 14 (51.85%) Relational Database
5 14 (51.85%) Impala
5 14 (51.85%) Kalman Filter
5 14 (51.85%) Pandas
5 14 (51.85%) Apache Spark
5 14 (51.85%) Computer Science
5 14 (51.85%) Data Modelling
5 14 (51.85%) Java
5 14 (51.85%) SQL
5 14 (51.85%) Python
5 14 (51.85%) Apache Pig
5 14 (51.85%) Amazon DynamoDB
5 14 (51.85%) Statistical Modelling
5 14 (51.85%) Decision Tree
6 13 (48.15%) Computer Vision
6 13 (48.15%) Deep Learning
6 13 (48.15%) MATLAB
6 13 (48.15%) Subversion
6 13 (48.15%) Data Analysis

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 14 (51.85%) Apache Pig
1 14 (51.85%) Apache Spark
Database & Business Intelligence
1 27 (100.00%) Big Data
2 14 (51.85%) Amazon DynamoDB
2 14 (51.85%) Apache Hive
2 14 (51.85%) Impala
2 14 (51.85%) MongoDB
2 14 (51.85%) Relational Database
3 9 (33.33%) Hadoop
Development Applications
1 13 (48.15%) Git (software)
1 13 (48.15%) Subversion
Job Titles
1 21 (77.78%) Data Scientist
2 5 (18.52%) Big Data Engineer
2 5 (18.52%) Data Engineer
3 2 (7.41%) Senior Data Scientist
4 1 (3.70%) Computer Engineer
4 1 (3.70%) Computer Vision Engineer
Libraries, Frameworks & Software Standards
1 14 (51.85%) NumPy
1 14 (51.85%) Pandas
2 8 (29.63%) REST
Miscellaneous
1 14 (51.85%) Computer Science
2 13 (48.15%) Algorithms
Processes & Methodologies
1 27 (100.00%) Artificial Intelligence
2 25 (92.59%) Mathematics
3 22 (81.48%) Data Science
4 21 (77.78%) Machine Learning
5 14 (51.85%) Data Modelling
5 14 (51.85%) Decision Tree
5 14 (51.85%) Kalman Filter
5 14 (51.85%) Statistical Modelling
6 13 (48.15%) Computer Vision
6 13 (48.15%) Data Analysis
6 13 (48.15%) Deep Learning
6 13 (48.15%) Image Processing
6 13 (48.15%) Neural Network
6 13 (48.15%) Physics
7 11 (40.74%) Mathematical Modelling
8 8 (29.63%) Statistical Analysis
9 7 (25.93%) Convolutional Neural Network
9 7 (25.93%) Problem-Solving
Programming Languages
1 27 (100.00%) C++
1 27 (100.00%) R
2 14 (51.85%) Java
2 14 (51.85%) Python
2 14 (51.85%) SQL
3 13 (48.15%) C#
3 13 (48.15%) MATLAB
Qualifications
1 27 (100.00%) PhD