Artificial Intelligence Engineer
2 weeks ago
Company Description
Pathology AI Lab is dedicated to empowering women through fast and accurate AI screening solutions for cervical cancer. By ensuring early detection, the organization champions equitable and accessible care for all patients. Our mission is to use cutting-edge technology to enhance healthcare outcomes on a global scale.
Responsibilities
- Assist in designing and implementing AI solutions for healthcare use cases: disease prediction, medical image diagnosis
- Collaborate with cross-functional teams under guidance to translate clinical needs into technical requirements.
- Support data pipeline development: collecting, cleaning, and preprocessing medical data.
- Conduct model training and evaluation using established methods and frameworks.
- Participate in the integration of AI models into internal tools and systems.
- Develop and maintain Retrieval-Augmented Generation (RAG) and Knowledge Graph pipelines to enhance medical information retrieval and reasoning capabilities.
- Stay updated with foundational AI/ML knowledge and best practices in healthcare applications.
Job Requirements
- Bachelor's degree in IT, Computer Science, AI, or related field (or equivalent experience)
- 1+ year of experience in deep learning or applied machine learning (internships included)
- Basic understanding of machine learning & deep learning workflows and ability to apply structured problem-solving approaches
- Proficiency in programming languages such as Python, C++, or similar, along with experience in deep learning frameworks (e.g., TensorFlow, PyTorch)
- Proven experience in developing and implementing computer vision models, Generative AI models, and LLM.
- Proficiency in deploying computer vision models on cloud platforms.
- Good communication and time management skills
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