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AI/ML Engineer - Healthcare Medical Imaging - Alchi Design Studio
ML Engineer
Seasoned AI/ML Engineer specializing in medical imaging (CT, X‑Ray, DICOM/PACS) to develop and integrate deep‑learning models that deliver rapid, accurate diagnostic insights for healthcare clients.
About the role
Key Responsibilities
- Design, develop, and fine‑tune deep‑learning models for CT, X‑Ray and other diagnostic imaging modalities.
- Implement end‑to‑end pipelines that ingest DICOM data, preprocess images, and output clinically relevant predictions.
- Integrate AI solutions with PACS/RIS systems and ensure compliance with healthcare data standards.
- Collaborate with radiologists and research scientists to validate model performance and iterate on clinical feedback.
- Optimize models for inference speed and scalability on cloud or on‑premise GPU infrastructure.
Requirements
- 5+ years of professional experience in AI/ML, with a minimum of 3 years focused on healthcare imaging.
- Strong proficiency in Python and deep‑learning frameworks such as TensorFlow or PyTorch.
- Hands‑on experience working with DICOM, PACS, and related medical imaging standards.
- Demonstrated ability to deploy and monitor AI models in production environments (e.g., AWS, Azure, on‑prem GPU clusters).
- Excellent problem‑solving skills and the ability to translate clinical needs into technical solutions.
Skills
pythontensorflowpytorchdeep learning