Linear Algebra
UK

The following table provides summary statistics for permanent job vacancies 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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 892 968 1099
Rank change year-on-year +76 +131 -228
Permanent jobs citing Linear Algebra 2 21 97
As % of all permanent jobs advertised in the UK 0.002% 0.020% 0.063%
As % of the Processes & Methodologies category 0.002% 0.021% 0.066%
Number of salaries quoted 2 8 21
10th Percentile £36,750 - £92,500
25th Percentile £43,125 £40,371 £95,000
Median annual salary (50th Percentile) £57,500 £44,345 £100,000
Median % change year-on-year +29.67% -55.66% +122.22%
75th Percentile £73,125 £48,319 £105,000
90th Percentile £80,250 £59,323 -
UK excluding London median annual salary - £44,345 £39,000
% change year-on-year - +13.71% +0.65%

All Process and Methodology Skills
UK

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 with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,476 100,576 147,122
As % of all permanent jobs advertised in the UK 86.05% 95.63% 95.59%
Number of salaries quoted 59,789 58,947 82,930
10th Percentile £29,000 £34,000 £33,476
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,700 £60,000
Median % change year-on-year -10.86% +2.83% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Linear Algebra
Job Vacancy Trend

Job postings citing Linear Algebra as a proportion of all IT jobs advertised.

Job vacancy trend for Linear Algebra in the UK

Linear Algebra
Salary Trend

3-month moving average salary quoted in jobs citing Linear Algebra.

Salary trend for Linear Algebra in the UK

Linear Algebra
Salary Histogram

Salary distribution for jobs citing Linear Algebra over the 6 months to 25 April 2024.

Salary histogram for Linear Algebra in the UK

Linear Algebra
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Linear Algebra within the UK over the 6 months to 25 April 2024. 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
Jobs
London +120 2 £57,500 - 3
England +92 2 £57,500 +29.67% 4

Linear Algebra
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (50.00%) Confluence
Cloud Services
1 1 (50.00%) AWS
1 1 (50.00%) GitHub
1 1 (50.00%) Snowflake
Development Applications
1 1 (50.00%) JIRA
General
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Finance
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Asset Management Analyst
1 1 (50.00%) Data Analyst
1 1 (50.00%) Risk Analyst
1 1 (50.00%) Risk Data Analyst
1 1 (50.00%) Risk Management Analyst
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kaldi
1 1 (50.00%) OpenCV
1 1 (50.00%) PyTorch
1 1 (50.00%) scikit-learn
1 1 (50.00%) TensorFlow
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Cloud Native
1 1 (50.00%) CUDA
1 1 (50.00%) Data Structures
1 1 (50.00%) Distributed Computing
1 1 (50.00%) Equities
1 1 (50.00%) Fixed Income
1 1 (50.00%) IoT
1 1 (50.00%) Self-Motivation
Processes & Methodologies
1 2 (100.00%) Computer Science
1 2 (100.00%) Mathematics
1 2 (100.00%) Statistics
2 1 (50.00%) Agile
2 1 (50.00%) Analytics
2 1 (50.00%) Anomaly Detection
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Asset Management
2 1 (50.00%) Computer Vision
2 1 (50.00%) Data Analysis
2 1 (50.00%) Greeks
2 1 (50.00%) Investment Management
2 1 (50.00%) Machine Learning
2 1 (50.00%) Natural Language Processing
2 1 (50.00%) Pattern Recognition
2 1 (50.00%) Quantitative Research
2 1 (50.00%) Reproducible Research
2 1 (50.00%) Software Engineering
2 1 (50.00%) Video Processing
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) C
2 1 (50.00%) Java
2 1 (50.00%) R
2 1 (50.00%) SQL
Qualifications
1 2 (100.00%) Degree
2 1 (50.00%) PhD
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Vendors
1 1 (50.00%) Bloomberg