Ray Job Trends in England

Ray
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Ray skills. It covers permanent job vacancies from the 6 months leading up to 20 February 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Feb 2026
Same period 2025 Same period 2024
Rank 628 653 -
Rank change year-on-year +25 - -
Permanent jobs citing Ray 1 5 0
As % of all permanent jobs in England 0.002% 0.011% -
As % of the Libraries, Frameworks & Software Standards category 0.015% 0.051% -
Number of salaries quoted 1 3 0
Median annual salary (50th Percentile) £75,000 £100,000 -
Median % change year-on-year -25.00% - -
UK median annual salary £75,000 £100,000 -
% change year-on-year -25.00% - -

All Software Libraries and Frameworks
England

Ray falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,708 9,782 15,120
As % of all permanent jobs advertised in England 11.09% 22.22% 22.76%
Number of salaries quoted 5,152 5,995 12,851
10th Percentile £36,250 £41,250 £37,500
25th Percentile £50,000 £51,250 £47,500
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% -9.19%
75th Percentile £85,000 £87,500 £82,500
90th Percentile £108,625 £111,250 £102,500
UK median annual salary £65,000 £66,206 £61,500
% change year-on-year -1.82% +7.65% -8.89%

Ray
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Ray relative to all permanent IT jobs advertised in England.

Ray job vacancy trend in England

Ray
Salary Trend in England

Salary distribution trend for jobs in England citing Ray.

Salary distribution trend for jobs in England citing Ray

Ray
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ray within the England region over the 6 months to 20 February 2026. 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 +34 1 £75,000 -25.00% 10
Ray
UK

Ray
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (100.00%) Apache Airflow
1 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) Cloud Computing
Database & Business Intelligence
1 1 (100.00%) Relational Database
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Platform Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Celery
1 1 (100.00%) Kafka
1 1 (100.00%) RabbitMQ
Miscellaneous
1 1 (100.00%) Distributed Systems
1 1 (100.00%) Replication
Operating Systems
1 1 (100.00%) Linux
Processes & Methodologies
1 1 (100.00%) CI/CD
1 1 (100.00%) Code Quality
1 1 (100.00%) Computer Science
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Deployment Automation
1 1 (100.00%) DevOps
1 1 (100.00%) High Availability
1 1 (100.00%) IT Strategy
1 1 (100.00%) Platform Engineering
1 1 (100.00%) Problem-Solving
1 1 (100.00%) SDLC
1 1 (100.00%) Task Automation
1 1 (100.00%) Technology Strategy
1 1 (100.00%) Test Automation
1 1 (100.00%) Workflow
1 1 (100.00%) Workflow Management
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Computer Science Degree
1 1 (100.00%) Degree
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Terraform