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

GNU Octave
UK > England
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 1083 1148 1178
Rank change year-on-year +65 +30 +78
Permanent jobs citing GNU Octave 44 10 51
As % of all permanent IT jobs advertised in England 0.029% 0.006% 0.028%
As % of the Applications category 0.33% 0.069% 0.32%
Number of salaries quoted 44 8 50
England median annual salary £50,000 £56,250 £57,500
Median salary % change year-on-year -11.11% -2.17% -11.54%
10th Percentile £43,750 £33,750 £43,125
90th Percentile £80,000 £96,250 £75,000
UK median annual salary £50,000 £56,250 £57,500
% change year-on-year -11.11% -2.17% -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 13,431 14,554 16,163
As % of all permanent IT jobs advertised in England 8.76% 8.87% 8.94%
Number of salaries quoted 10,510 11,352 13,290
England median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £21,985 £22,000 £21,250
90th Percentile £67,500 £65,000 £65,000
UK median annual salary £39,000 £37,500 £37,500
% change year-on-year +4.00% - +1.35%

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 18 October 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 18 October 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 +43 35 £50,000 -2.44% 1
London +42 9 £75,000 +3.45% 1
GNU Octave
UK

For the 6 months to 18 October 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 44 (100.00%) R
2 43 (97.73%) Big Data
2 43 (97.73%) Mathematics
3 40 (90.91%) Machine Learning
3 40 (90.91%) Data Science
4 39 (88.64%) Artificial Intelligence
4 39 (88.64%) C++
4 39 (88.64%) PhD
5 35 (79.55%) MATLAB
6 31 (70.45%) Physics
7 30 (68.18%) Neural Network
7 30 (68.18%) Subversion
7 30 (68.18%) Data Analysis
7 30 (68.18%) C#
7 30 (68.18%) Git (software)
7 30 (68.18%) Image Processing
7 30 (68.18%) Computer Vision
7 30 (68.18%) Deep Learning
7 30 (68.18%) Algorithms
8 29 (65.91%) Mathematical Modelling
9 14 (31.82%) Apache Spark
10 13 (29.55%) Python
10 13 (29.55%) Java
11 10 (22.73%) SQL
11 10 (22.73%) Computer Science
12 9 (20.45%) NumPy
12 9 (20.45%) Apache Hive
12 9 (20.45%) MongoDB
12 9 (20.45%) Data Modelling
12 9 (20.45%) Decision Tree

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 14 (31.82%) Apache Spark
2 9 (20.45%) Apache Pig
Database & Business Intelligence
1 43 (97.73%) Big Data
2 9 (20.45%) Amazon DynamoDB
2 9 (20.45%) Apache Hive
2 9 (20.45%) Impala
2 9 (20.45%) MongoDB
2 9 (20.45%) Relational Database
3 5 (11.36%) Hadoop
Development Applications
1 30 (68.18%) Git (software)
1 30 (68.18%) Subversion
General
1 5 (11.36%) Finance
2 3 (6.82%) Banking
2 3 (6.82%) Marketing
Job Titles
1 27 (61.36%) Data Scientist
2 12 (27.27%) Computer Engineer
2 12 (27.27%) Computer Vision Engineer
3 4 (9.09%) Big Data Engineer
3 4 (9.09%) Data Engineer
3 4 (9.09%) Senior Data Scientist
4 1 (2.27%) Data Analytics Director
4 1 (2.27%) Data Science Director
Libraries, Frameworks & Software Standards
1 9 (20.45%) NumPy
1 9 (20.45%) Pandas
2 7 (15.91%) REST
3 4 (9.09%) Natural Language Processing
Miscellaneous
1 30 (68.18%) Algorithms
2 10 (22.73%) Computer Science
3 4 (9.09%) Analytical Skills
Processes & Methodologies
1 43 (97.73%) Mathematics
2 40 (90.91%) Data Science
2 40 (90.91%) Machine Learning
3 39 (88.64%) Artificial Intelligence
4 31 (70.45%) Physics
5 30 (68.18%) Computer Vision
5 30 (68.18%) Data Analysis
5 30 (68.18%) Deep Learning
5 30 (68.18%) Image Processing
5 30 (68.18%) Neural Network
6 29 (65.91%) Mathematical Modelling
7 9 (20.45%) Collaborative Filtering
7 9 (20.45%) Data Modelling
7 9 (20.45%) Decision Tree
7 9 (20.45%) Kalman Filter
7 9 (20.45%) Statistical Modelling
8 7 (15.91%) Statistical Analysis
9 5 (11.36%) Analytics
9 5 (11.36%) Convolutional Neural Network
10 4 (9.09%) Decision-Making
Programming Languages
1 44 (100.00%) R
2 39 (88.64%) C++
3 35 (79.55%) MATLAB
4 30 (68.18%) C#
5 13 (29.55%) Java
5 13 (29.55%) Python
6 10 (22.73%) SQL
7 1 (2.27%) Scala
Qualifications
1 39 (88.64%) PhD
Quality Assurance & Compliance
1 4 (9.09%) Data Quality
1 4 (9.09%) QA