Computer Vision Engineer in Better Medicine

Пряме повідомлення учасника, який розмістив вакансію, з Better Medicine Bohdan Petryshak Chief AI Engineer & Founder at Better Medicine Company DescriptionBetter Medicine is a pioneering medtech startup with the ambition of developing groundbreaking intelligent tools aimed at assisting radiologists in cancer detection from CT images. We are at an exciting stage of scaling up our efforts with international collaborations already taking place. Our vision is to emerge as a global leader in the field of AI-assisted diagnosis, revolutionising healthcare through technology.Role DescriptionAs a Medical Computer Vision Engineer, you will be pivotal in developing advanced AI tools to aid radiologists in cancer detection from CT images. Reporting to the Chief of AI Engineering, this remote role involves enhancing our deep learning and computer vision pipelines, with a focus on detection, segmentation, classification, and registration tasks. You will work with large image datasets and cutting-edge tools, contributing to the sensitivity and accuracy of our models. This position offers the opportunity to engage in international collaborations, co-author research papers, and integrate AI models into clinical settings.Required skills and experience:Strong experience (>5 years) developing deep learning and classical computer vision pipelines covering various tasks: detection, segmentation, classification, and registration.Solid knowledge of classical ML algorithmsLinear Algebra and StatisticsWriting high-quality, clean, maintainable, tested, and efficient code.Experience working with big-sized image datasets (>100 GBs)Upper-intermediate English, solid communication, and feedback skills.Highly desirable. Experience with 3D imaging data (ideally in the medical domain, CT, MRI, etc.). Practical experience with MLOps would also be relevant in the future (model deployment/monitoring/versioning, automated re-training, etc....)Our tech stack:Deep Learning: PyTorch, PyTorch Lightning, Hydra, MONAI, DVC / MLflow (or other alternatives)Classical CV: OpenCV, ScikitImage, SciPyClassical ML: Scikit-learnOther: NumPy, Pandas, Matplotlib ( or any other alternatives)Infra: Google Cloud, Docker, CircleCI for CI/CD.Benefits:You will get early-stage company stock options if you join us full-time.Co-authorship in research papers in top journals/conferences in the fieldExperience working in a product-driven healthcare companyThe freedom to solve problems your way.The possibility to have a real impact.A lot of development opportunities.We have flexible working time.We are a truly remote company. Our small team is currently dispersed across Tallinn, Tartu, London, and Lviv. You are likely to succeed if you...Are a friendly team playerHave a problem-solver attitude and ability to deliver iterable solutions in acollaborative and open way.Have the ability to work independently and come up with your ownsolutions to difficult challenges.Like taking charge of problems and having experience in leadingdev/research efforts.Have great communication skills and the ability to articulate complex,technical concepts to non-technical audiences.High level of self-organization, ownership, and responsibility.Have both tech & product skills. Passionate about technology, products,science, and medicine.How to Apply:Submit your CV and a short overview detailing your experience and passion to bohdan.petryshak@bettermedicine.ai. Show more Show less Тип зайнятості Повний робочий день