Remote Java Infra Architect and Systems Performance

remote work; United States; Remote; USD 110,000 - 207,000; Full time

Job summary

Meridial is seeking SWE Infrastructure Specialists fluent in Java with deep systems thinking and performance engineering skills. You will help train AI models by evaluating Java-centric infrastructure scenarios and detailing where models struggle to reason about correctness, scalability, and operations.

You will engage JVM-based services, cloud deployments, evaluate concurrency, latency, throughput, and resource utilization, assess testing strategies, capture failure modes, and provide

Qualifications

• Strong Java software engineering background with infrastructure experience.
• Experience with enterprise Java systems and cloud infrastructure or SRE/DevOps.
• Systems thinking and performance engineering skills.
• Excellent written communication.

Responsibilities

• Engage AI models on JVM-based services, distributed systems, and cloud native deployments.
• Evaluate concurrency, latency, throughput, and resource utilization.
• Assess infrastructure and application level testing strategies and reliability risks.
• Capture reproducible failure modes and provide structured feedback for model evaluation.

Skills

Java

Infrastructure

Systems thinking

Performance engineering

Cloud deployments

Job description

Meridial is seeking SWE Infrastructure Specialists fluent in Java with deep systems thinking and performance engineering skills. You will help train AI models by evaluating Java-centric infrastructure scenarios and detailing where models struggle to reason about correctness, scalability, and operations.

You will engage JVM-based services, cloud deployments, evaluate concurrency, latency, throughput, and resource utilization, assess testing strategies, capture failure modes, and provide