Radiology AI Research Engineer — End-to-End CT Reading

A2z Radiology; Boston, Northern (MA, KY); Hybrid; USD 160,000 - 200,000; Full time

Job summary

A2z Radiology in Boston is seeking researchers to build models that read whole CT studies like radiologists, not just single slices. You will develop foundation models and vision-language systems that map what the model sees to the language radiologists write.

You will train and evaluate at scale on real-world CT data, with models designed to reach FDA submissions, hospital deployments, and patients. You own your experiments end-to-end from idea to operating point that ships.

Qualifications

• Foundation models that read an entire CT study, not one slice at a time.
• Vision-language learning that ties what the model sees to the language radiologists actually write.
• One model that catches many urgent findings at once, calibrated to operate safely in front of a radiologist.
• Training and evaluation at a scale most researchers never touch.
• Research that ships: your models reach FDA submissions, hospital deployments, and patients.
• You own your models and experiments end to end, from first idea to the operating point that ships.

Responsibilities

• Build foundation models that read an entire CT study, not one slice at a time.
• Develop vision-language alignment between visuals and radiology reports.
• Create a unified model capturing multiple urgent findings with safety in mind.
• Train and evaluate at scale on real-world CT data.
• Ship models that reach FDA submissions, deployments, and patients.

Job description

A2z Radiology in Boston is seeking researchers to build models that read whole CT studies like radiologists, not just single slices. You will develop foundation models and vision-language systems that map what the model sees to the language radiologists write.

You will train and evaluate at scale on real-world CT data, with models designed to reach FDA submissions, hospital deployments, and patients. You own your experiments end-to-end from idea to operating point that ships.