Period
to 20 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxford with a requirement for Linear Algebra skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Linear Algebra over the 6 months to 20 September 2018 with a comparison to the same period in the previous 2 years.

Linear Algebra
Oxfordshire > Oxford
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 127 - 120
Rank change year-on-year - +120 -1
Permanent jobs citing Linear Algebra 10 0 1
As % of all permanent IT jobs advertised in Oxford 0.62% - 0.068%
As % of the Processes & Methodologies category 0.68% - 0.075%
Number of salaries quoted 10 0 1
Oxford median annual salary £60,000 - £45,000
10th Percentile £48,500 - £42,500
90th Percentile £76,250 - £47,500
Oxfordshire median annual salary £60,000 - £45,000

Linear Algebra is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxford with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxford
Permanent vacancies with a requirement for process or methodology skills 1,460 1,368 1,330
As % of all permanent IT jobs advertised in Oxford 90.85% 92.75% 90.91%
Number of salaries quoted 1,340 1,143 1,181
Oxford median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £31,250 £28,854 £28,750
90th Percentile £71,250 £72,500 £67,500
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +11.76%

Linear Algebra
Job Vacancy Trend in Oxford

Job postings citing Linear Algebra as a percentage of all IT jobs advertised in Oxford.

Job vacancy trend for Linear Algebra in Oxford

Linear Algebra
Salary Trend in Oxford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Linear Algebra in Oxford.

Salary trend for Linear Algebra in Oxford

Linear Algebra
Salary Histogram in Oxford

The salary distribution of IT jobs citing Linear Algebra in Oxford over the 6 months to 20 September 2018.

Salary histogram for Linear Algebra in Oxford

For the 6 months to 20 September 2018, IT jobs citing Linear Algebra 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 Oxford region with a requirement for Linear Algebra.

1 10 (100.00%) C++
2 8 (80.00%) Python
2 8 (80.00%) Robotics
2 8 (80.00%) Machine Learning
2 8 (80.00%) Computer Vision
3 6 (60.00%) Artificial Intelligence
4 5 (50.00%) Boost C++ Libraries
4 5 (50.00%) Linux
4 5 (50.00%) Deep Learning
4 5 (50.00%) Algorithms
5 4 (40.00%) Simultaneous Localization and Mapping
5 4 (40.00%) Computer Science
5 4 (40.00%) Neural Network
6 3 (30.00%) Software Engineering
6 3 (30.00%) Mathematics
6 3 (30.00%) Degree
6 3 (30.00%) Unit Testing
6 3 (30.00%) STL
6 3 (30.00%) Problem-Solving
6 3 (30.00%) Reinforcement Learning
7 2 (20.00%) Computer Science Degree
7 2 (20.00%) Collaborative Working
7 2 (20.00%) scikit-learn
7 2 (20.00%) OpenCV
7 2 (20.00%) Statistics
7 2 (20.00%) C
7 2 (20.00%) Automotive
7 2 (20.00%) Retail
7 2 (20.00%) SciPy
7 2 (20.00%) Signal Processing

Linear Algebra
Co-occurring IT Skills in Oxford 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:

Database & Business Intelligence
1 1 (10.00%) Data Mining
Development Applications
1 1 (10.00%) CMake
1 1 (10.00%) Git (software)
General
1 2 (20.00%) Automotive
1 2 (20.00%) Retail
2 1 (10.00%) Games
Job Titles
1 2 (20.00%) C++ Developer
1 2 (20.00%) Developer
1 2 (20.00%) Machine Learning Researcher
1 2 (20.00%) Software Engineer
2 1 (10.00%) Algorithm Engineer
2 1 (10.00%) Computer Engineer
2 1 (10.00%) Computer Vision Engineer
2 1 (10.00%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 5 (50.00%) Boost C++ Libraries
2 3 (30.00%) STL
3 2 (20.00%) Matplotlib
3 2 (20.00%) OpenCV
3 2 (20.00%) scikit-learn
3 2 (20.00%) SciPy
4 1 (10.00%) OpenCL
4 1 (10.00%) OpenGL
4 1 (10.00%) Qt
4 1 (10.00%) Unity (Game Engine)
4 1 (10.00%) Unreal Engine
Miscellaneous
1 8 (80.00%) Robotics
2 5 (50.00%) Algorithms
3 4 (40.00%) Computer Science
4 1 (10.00%) CUDA
4 1 (10.00%) Embedded Systems
4 1 (10.00%) GPGPU
4 1 (10.00%) User Experience
Operating Systems
1 5 (50.00%) Linux
2 1 (10.00%) Mac OS
2 1 (10.00%) Windows
Processes & Methodologies
1 8 (80.00%) Computer Vision
1 8 (80.00%) Machine Learning
2 6 (60.00%) Artificial Intelligence
3 5 (50.00%) Deep Learning
4 4 (40.00%) Neural Network
4 4 (40.00%) Simultaneous Localization and Mapping
5 3 (30.00%) Mathematics
5 3 (30.00%) Problem-Solving
5 3 (30.00%) Reinforcement Learning
5 3 (30.00%) Software Engineering
5 3 (30.00%) Unit Testing
6 2 (20.00%) Collaborative Working
6 2 (20.00%) Signal Processing
6 2 (20.00%) Statistics
7 1 (10.00%) Continuous Integration
7 1 (10.00%) Data Analysis
7 1 (10.00%) Logistics
7 1 (10.00%) Multithreading
7 1 (10.00%) Physics
7 1 (10.00%) Refactoring
Programming Languages
1 10 (100.00%) C++
2 8 (80.00%) Python
3 2 (20.00%) C
4 1 (10.00%) Java
4 1 (10.00%) MATLAB
Qualifications
1 3 (30.00%) Degree
2 2 (20.00%) Computer Science Degree
3 1 (10.00%) PhD