PathAI's mission is to improve patient outcomes with AI-powered pathology. Our platform promises substantial improvements to the accuracy of diagnosis and the efficacy of treatment of diseases like cancer, leveraging modern approaches in machine learning and artificial intelligence.
Requirements
- 3-4 years of experience in developing and deploying state-of-the art machine learning and computer vision models in products/platforms
- Excellent proficiency in Deep Learning frameworks (Pytorch/Tensorflow), Python (including Scipy, Numpy, Pandas) and software engineering skills.
- Strong analytical and quantitative skills
- Familiarity with overall machine learning and computer vision model development lifecycle including data pipelines, model training, evaluation and deployment.
- Publications or research in fields related to artificial intelligence and biomedical science is preferred
- Intellectual curiosity and the ability to learn quickly in a complex space
Responsibilities
- Independently executes the machine learning model development for research and product development projects with ML best practices
- Understands product requirements in their biological and clinical context and proposes changes to model design, product requirements, or analysis plan to ensure market fit
- Demonstrates mastery of established and state-of-the-art ML methods and upholds ML Team’s best practices for ML research and product development
- Proactively identifies technical limitations of the current platform and proposes solutions towards solving core problems in digital pathology.
- Actively participate in and propose improvements to team processes and supporting initiatives, including but not limited to: project processes, technical design reviews, knowledge sharing, hiring and onboarding.
- Actively contribute to scientific strategy with abstract submissions to conferences, manuscript preparation, and creation of marketing and other materials for external audiences
Other
- Master’s degree plus 3-4 years of professional experience or Ph.D in Computer Science or related field, preferably with a focus on artificial intelligence and machine learning
- Engaged within team governance of standards via supporting initiatives (e.g. Guild of TLs, ML Stewards, WiML, Journal Club, Maintaining and creation of documentation)
- We are looking for individuals who are team players, are willing to do the work no matter how big or small it may be, and who are passionate about everything they do.
- PathAI is an equal opportunity employer, dedicated to creating a workplace that is free of harassment and discrimination.
- We base our employment decisions on business needs, job requirements, and qualifications — that's all.
