Machine Learning Applied Scientist

May 15

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Prenuvo

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Saving lives with breakthrough proactive cancer & major disease screening

Cancer • Diseases • Early Detection

51 - 200

💰 Debt Financing on 2022-10

Description

• You will be responsible for designing, implementing, and evaluating machine learning models for a variety of applications, with a focus on addressing challenges related to label noise, unsupervised learning, and diffusion denoising • Collaborate with other members of our AI team, as well as with radiologists, product managers, and support engineers, to build end-to-end analytics solutions that deliver actionable insights to our customers • Stay up-to-date with the latest advances in machine learning and data science, and apply these techniques to our work as appropriate • Participate in code reviews and help ensure that code quality and best practices are maintained across the team • Work with cross-functional teams to ensure that our data science solutions are well integrated with other products and services

Requirements

• Master's or PhD degree in Computer Science, Statistics, Mathematics, Physics, or a related field • 3+ years of industry experience in machine learning or related field • Strong background in machine learning, deep learning, and computer vision • Experience with unsupervised learning techniques such as autoencoders, generative models, and contrastive learning • Experience with label noise mitigation techniques, such as co-teaching or mentor-guided learning • Familiarity with transformer-based architectures such as BERT or GPT • Experience with diffusion denoising techniques • Strong programming skills in Python and proficiency with popular machine learning libraries such as PyTorch or TensorFlow • Strong communication and teamwork skills

Benefits

• An avenue to make a positive impact on people's lives and their health • We believe in preventative healthcare for everyone, including our team - Prenuvo provides free, whole-body scans to each team member • Growth opportunities are at the heart of our people journey, we’re doing big things with bright minds - there is no single path to success, it can be shaped along the way • Building strong relationships is at the core of everything we do - our team gets together each week to connect, share, and socialize • Recognizing time away to restore is vital to our wellbeing - we have a flexible vacation policy and we will encourage you to use it • We offer a comprehensive benefits package including health, dental, vision, including Mental Health coverage, to support you and your family