Period
to 20 July 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 July 2018 with a comparison to the same period in the previous 2 years.

Linear Algebra
Oxfordshire > Oxford
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 127 - -
Rank change year-on-year - - -
Permanent jobs citing Linear Algebra 13 0 0
As % of all permanent IT jobs advertised in Oxford 0.75% - -
As % of the Processes & Methodologies category 0.82% - -
Number of salaries quoted 13 0 0
Oxford median annual salary £72,500 - -
Oxfordshire median annual salary £72,500 - -

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 1,591 1,314 1,293
As % of all permanent IT jobs advertised in Oxford 91.28% 91.57% 89.42%
Number of salaries quoted 1,481 1,107 1,160
Oxford median annual salary £50,000 £44,000 £49,500
Median salary % change year-on-year +13.64% -11.11% +10.00%
10th Percentile £31,250 £28,533 £29,000
90th Percentile £71,250 £70,000 £68,000
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +9.20%

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 July 2018.

Salary histogram for Linear Algebra in Oxford

For the 6 months to 20 July 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 13 (100.00%) C++
2 11 (84.62%) Python
2 11 (84.62%) Machine Learning
3 10 (76.92%) Deep Learning
3 10 (76.92%) Robotics
3 10 (76.92%) Computer Vision
4 8 (61.54%) Reinforcement Learning
4 8 (61.54%) Artificial Intelligence
4 8 (61.54%) Neural Network
5 4 (30.77%) Simultaneous Localization and Mapping
6 3 (23.08%) Problem-Solving
6 3 (23.08%) scikit-learn
6 3 (23.08%) Computer Science Degree
6 3 (23.08%) Collaborative Working
6 3 (23.08%) Degree
6 3 (23.08%) Computer Science
6 3 (23.08%) Unit Testing
6 3 (23.08%) Boost C++ Libraries
6 3 (23.08%) SciPy
6 3 (23.08%) Signal Processing
6 3 (23.08%) Matplotlib
6 3 (23.08%) Retail
7 2 (15.38%) C
7 2 (15.38%) Linux
7 2 (15.38%) Statistics
7 2 (15.38%) Algorithms
7 2 (15.38%) Mathematics
8 1 (7.69%) Kalman Filter
8 1 (7.69%) Decision Theory
8 1 (7.69%) Software Engineering

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:

General
1 3 (23.08%) Retail
Job Titles
1 4 (30.77%) Machine Learning Engineer
2 3 (23.08%) C++ Developer
2 3 (23.08%) Developer
2 3 (23.08%) Machine Learning Researcher
3 2 (15.38%) Computer Engineer
3 2 (15.38%) Computer Vision Engineer
4 1 (7.69%) Cloud Engineer
4 1 (7.69%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 3 (23.08%) Boost C++ Libraries
1 3 (23.08%) Matplotlib
1 3 (23.08%) scikit-learn
1 3 (23.08%) SciPy
Miscellaneous
1 10 (76.92%) Robotics
2 3 (23.08%) Computer Science
3 2 (15.38%) Algorithms
Operating Systems
1 2 (15.38%) Linux
2 1 (7.69%) Windows
Processes & Methodologies
1 11 (84.62%) Machine Learning
2 10 (76.92%) Computer Vision
2 10 (76.92%) Deep Learning
3 8 (61.54%) Artificial Intelligence
3 8 (61.54%) Neural Network
3 8 (61.54%) Reinforcement Learning
4 4 (30.77%) Simultaneous Localization and Mapping
5 3 (23.08%) Collaborative Working
5 3 (23.08%) Problem-Solving
5 3 (23.08%) Signal Processing
5 3 (23.08%) Unit Testing
6 2 (15.38%) Mathematics
6 2 (15.38%) Statistics
7 1 (7.69%) Decision Science
7 1 (7.69%) Decision Theory
7 1 (7.69%) Kalman Filter
7 1 (7.69%) Software Engineering
7 1 (7.69%) Value Proposition
Programming Languages
1 13 (100.00%) C++
2 11 (84.62%) Python
3 2 (15.38%) C
Qualifications
1 3 (23.08%) Computer Science Degree
1 3 (23.08%) Degree