Remote AI Engineer & Model Reasoning Trainer

AfterQuery Experts; Florida; Remote; USD 158,000 - 186,000; Full time

Job summary

AfterQuery Experts offers a fully remote, asynchronous ML engineering role focused on designing and evaluating AI inference scenarios, GPU kernel performance tasks, and ML system behaviors used to test model judgment. You will review model reasoning, identify correctness and failure modes, and document your reasoning to help create reliable training data.

The position emphasizes precise numerical and performance trade-off analysis, with compensation stated per hour and weekly payments.

Qualifications

• Professional ML engineering experience.
• Familiarity with GPU execution, kernel-level performance, or serving stacks.
• Ability to reason precisely about numerical and performance trade-offs.

Responsibilities

• Develop inference and performance evaluation tasks that mirror real-world usage patterns.
• Evaluate responses with attention to correctness, reasoning quality, and edge-case behaviors.
• Write your reasoning clearly to enable engineering auditability.

Skills

ML engineering

Inference optimization

GPU execution

Kernel-level performance

Numerical trade-offs

Serving stacks

Job description

AfterQuery Experts offers a fully remote, asynchronous ML engineering role focused on designing and evaluating AI inference scenarios, GPU kernel performance tasks, and ML system behaviors used to test model judgment. You will review model reasoning, identify correctness and failure modes, and document your reasoning to help create reliable training data.

The position emphasizes precise numerical and performance trade-off analysis, with compensation stated per hour and weekly payments.