
Machine Learning Engineer in Healthcare
4 days ago
Revolutionizing healthcare with cutting-edge AI technology.
We're on a mission to enhance patient outcomes, optimize operational efficiency, and bring intelligence to every corner of healthcare. Our team of passionate innovators, researchers, and engineers is committed to solving real-world problems with state-of-the-art technology.
Job Overview:
- We are seeking a hands-on AI Engineer with deep experience in the healthcare industry to lead and build AI initiatives from the ground up.
- This is a foundational role in our startup journey — perfect for someone who wants to build something meaningful from scratch.
Key Responsibilities:
- Design, develop, and deploy AI/ML models tailored for healthcare applications, such as diagnostics, medical imaging, EHR data analysis, predictive analytics, and NLP for clinical documentation.
- Lay down the tech foundation and architecture for our AI-driven healthcare products.
- Lead and mentor a small team of AI engineers and data scientists as the company scales.
- Collaborate closely with product, clinical, and engineering teams to define and execute key use cases.
- Work with various types of healthcare data, ensuring compliance with privacy and security regulations like HIPAA and GDPR.
- Implement scalable ML pipelines using modern frameworks and cloud platforms.
- Keep pace with advancements in AI, particularly in healthcare, and bring innovative ideas to the table.
Requirements:
- 5+ years of experience in AI/ML engineering, with at least 2 years in healthcare-focused roles.
- Proven experience building AI/ML solutions from scratch, ideally in a startup or fast-paced environment.
- Strong hands-on skills with ML/DL frameworks (TensorFlow, PyTorch), NLP (transformers, LLMs), and data processing.
- Familiarity with healthcare data standards (EHR, FHIR, DICOM, HL7) and medical ontologies (ICD-10, SNOMED).
- Understanding of HIPAA and other healthcare compliance protocols.
- Cloud deployment experience (AWS, GCP, Azure) and strong Python programming skills.
- Self-starter with excellent communication, leadership, and problem-solving skills.
- Bachelor's or Master's degree in Computer Science, AI, Data Science, or a related field.
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