Linear Algebra Contract Job Trends in England

Linear Algebra
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Linear Algebra skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 504 524 594
Rank change year-on-year +20 +70 +180
Contract jobs citing Linear Algebra 15 2 9
As % of all contract jobs advertised in England 0.054% 0.006% 0.021%
As % of the Processes & Methodologies category 0.059% 0.007% 0.024%
Number of daily rates quoted 6 2 6
10th Percentile £487 - £388
25th Percentile £491 £575 £513
Median daily rate (50th Percentile) £511 £600 £825
Median % change year-on-year -14.92% -27.27% +26.92%
75th Percentile £579 £625 £866
90th Percentile £619 - £875
UK median daily rate £511 £600 £825
% change year-on-year -14.92% -27.27% +26.92%

All Process and Methodology Skills
England

Linear Algebra falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 25,277 28,358 37,638
As % of all contract IT jobs advertised in England 90.89% 86.07% 89.13%
Number of daily rates quoted 16,059 17,631 26,012
10th Percentile £300 £313 £315
25th Percentile £405 £420 £428
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -
75th Percentile £625 £645 £656
90th Percentile £738 £750 £750
UK median daily rate £500 £525 £540
% change year-on-year -4.76% -2.78% -1.82%
Number of hourly rates quoted 1,509 1,303 1,436
10th Percentile £14.38 £15.00 £14.25
25th Percentile £17.79 £20.00 £19.00
Median hourly rate £25.15 £43.00 £44.50
Median % change year-on-year -41.51% -3.37% +53.66%
75th Percentile £50.00 £66.55 £65.00
90th Percentile £68.00 £75.00 £77.50
UK median hourly rate £25.15 £43.00 £43.79
% change year-on-year -41.51% -1.81% +51.53%

Linear Algebra
Job Vacancy Trend in England

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

Job vacancy trend for Linear Algebra in England

Linear Algebra
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Linear Algebra.

Contractor daily rate distribution trend for jobs in England citing Linear Algebra

Linear Algebra
Daily Rate Histogram in England

Daily rate distribution for jobs citing Linear Algebra in England over the 6 months to 19 September 2025.

Daily rate histogram for Linear Algebra in England

Linear Algebra
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Linear Algebra.

Contractor hourly rate distribution trend for jobs in England citing Linear Algebra

Linear Algebra
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Linear Algebra within the England region over the 6 months to 19 September 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
North of England - 9 £514 -
Yorkshire - 5 £514 -
Midlands - 5 £511 -
West Midlands - 5 £511 -
North West - 4 £520 -
London - 1 - - 4
Linear Algebra
UK

Linear Algebra
Co-occurring Skills and Capabilities in England 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 8 (53.33%) Apache Pig
2 2 (13.33%) Apache
2 2 (13.33%) Apache Spark
Business Applications
1 1 (6.67%) SAP S/4HANA
Cloud Services
1 11 (73.33%) Power Platform
2 5 (33.33%) Azure
3 4 (26.67%) Anthropic Claude
3 4 (26.67%) AWS
3 4 (26.67%) Azure AI
3 4 (26.67%) GCP
3 4 (26.67%) Google Gemini
4 1 (6.67%) Azure Data Factory
4 1 (6.67%) Azure Machine Learning
4 1 (6.67%) Azure Stack
4 1 (6.67%) Azure Synapse Analytics
Database & Business Intelligence
1 11 (73.33%) Power BI
2 10 (66.67%) Apache Hive
3 9 (60.00%) Hadoop
4 8 (53.33%) Data Mining
5 4 (26.67%) Neo4j
6 2 (13.33%) Big Data
7 1 (6.67%) PostgreSQL
7 1 (6.67%) SQL Server
Development Applications
1 4 (26.67%) Git
General
1 5 (33.33%) Analytical Skills
2 4 (26.67%) Finance
2 4 (26.67%) Legal
2 4 (26.67%) Manufacturing
2 4 (26.67%) Pharmaceutical
3 1 (6.67%) Public Sector
3 1 (6.67%) Social Skills
Job Titles
1 11 (73.33%) Data Scientist
2 7 (46.67%) Data Engineer
3 4 (26.67%) Artificial Intelligence Engineer
4 3 (20.00%) Senior
Libraries, Frameworks & Software Standards
1 4 (26.67%) PyTorch
1 4 (26.67%) Streamlit
1 4 (26.67%) TensorFlow
2 1 (6.67%) OLE
2 1 (6.67%) SQLAlchemy
Miscellaneous
1 14 (93.33%) Algorithms
2 1 (6.67%) Augmented Reality
2 1 (6.67%) Virtual Reality
Processes & Methodologies
1 15 (100.00%) Machine Learning
2 14 (93.33%) Statistics
3 13 (86.67%) Decision-Making
4 11 (73.33%) Data Science
4 11 (73.33%) Naive Bayes
4 11 (73.33%) Support Vector Machines
5 10 (66.67%) Data Munging
5 10 (66.67%) Visualisation
6 8 (53.33%) Data Collection
6 8 (53.33%) Data Visualisation
7 7 (46.67%) Mathematics
8 6 (40.00%) Artificial Intelligence
9 5 (33.33%) Data Cleansing
9 5 (33.33%) Feature Engineering
9 5 (33.33%) Problem-Solving
10 4 (26.67%) Computer Vision
10 4 (26.67%) Containerisation
10 4 (26.67%) Generative AI
10 4 (26.67%) Multi-Agent System
10 4 (26.67%) SDLC
Programming Languages
1 15 (100.00%) Python
2 13 (86.67%) Scala
3 11 (73.33%) SQL
4 10 (66.67%) Java
5 3 (20.00%) R
6 1 (6.67%) C++
Qualifications
1 1 (6.67%) Computer Science Degree
1 1 (6.67%) Degree
System Software
1 4 (26.67%) Docker
Systems Management
1 4 (26.67%) Kubernetes
Vendors
1 10 (66.67%) Splunk
2 2 (13.33%) Microsoft
3 1 (6.67%) Ariba
3 1 (6.67%) Databricks
3 1 (6.67%) SAP