Senior Machine Learning Applied Scientist, Prenuvo
CA$150-200k
Whole body MRI scans
Open for applications
Whole body MRI scans
201-500 employees
Open for applications
CA$150-200k
201-500 employees
Company mission
Prenuvo's mission is to transform the medical paradigm from reactive to proactive, ridding the world of advanced disease by detecting it early when treatment is easiest and most successful.
Role
Who you are
- Master's or PhD degree in Computer Science, Statistics, Mathematics, Physics, or a related field
- 5+ 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
Desirable
- Familiarity with cloud computing platforms such as AWS or Google Cloud
- Experience with medical imaging and/or healthcare data
- Strong publication record in top-tier machine learning or computer vision conferences/journals
What the job involves
- We are looking for a Senior Machine Learning Applied Scientist
- 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
- In this role, you will collaborate closely 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
- Help reshape the world through proactive healthcare while working with cutting-edge technology and high performing teams with deep expertise - join us to make a difference in people’s lives!
- Design, implement, and evaluate 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
Application process
- As part of the hiring process, successful candidates will undergo a background check in compliance to applicable federal and state rules
Our take
The quantified self movement is gaining momentum, especially in the health and fitness sector. Wearable health monitors, sleep trackers, and genetic testing have all firmly entered the mainstream, and body MRI scanning service Prenuvo is taking this concept to the next level. Prenuvo’s whole body diagnostic imaging offers customers a comprehensive picture of their body, whilst screening for 500+ major conditions and cancers.
The medical benefits of approaching these diseases proactively, as opposed to reactively, are substantial. Customers will be able to catch warning signs early, meaning treatment is likely to be less invasive, with a higher success rate. Unfortunately North America, like many regions, has yet to make substantial investments in preventative healthcare. This just makes companies like Prenuvo, and the VCs who fund them, increasingly necessary.
This funding, however has been substantial, and having closed a Series A funding round in 2022 Prenuvo has moved swiftly to open new clinics across the United States. Its next step is to improve the accessibility of its service - currently scans cost about $1000, but improvements in the technology and working processes will cut the cost by two thirds or more and greatly expand Prenuvo's addressable market.
Steph
Company Specialist at Welcome to the Jungle
Insights
Some candidates hear
back within 2 weeks
50% female employees
64% employee growth in 12 months
Company
Funding (1 round)
Oct 2022
$30.5m
SERIES A
Total funding: $30.5m
Company benefits
- Save Lives: Early detection is key to healthier lives. We do the incredibly rewarding work of giving people the information they need, as early as possible
- Social Events: Building strong relationships is at the core of everything we do. Our team gets together each week to connect, share, and socialize
- Full Body Scans: We believe in preventative healthcare for everyone, including our team. Prenuvo provides free, whole-body scans to each team member
- Coffee & Snacks: Daily health at Prenuvo means having space to take a break and refuel. We keep our break room stocked with coffee and healthy snacks
- We offer a comprehensive benefits package including health, dental, vision, including Mental Health coverage, and an Employee and Family Assistance Program to support you and your family
- Recognizing time away to restore is vital to our wellbeing - we have a flexible vacation policy and we will encourage you to use it
- 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
Company values
- We empower - We are all agents for change in transforming healthcare and in transforming our health
- We work together - We work together to support and deliver the best for our members and ourselves
- We bring transparency - Positive change comes from transparency in where we stand as a company, as colleagues and as Prenuvo members
Articles
Leadership
Andrew Lacy
(CEO)Previously founded semantic search company Zaptravel (now Lebara Travel) and iPhone app company Tapulous (subsequently sold to Disney). Later joined Disney as the SVP of Disney Mobile, and then Lebara as Chief Product Officer. Alongside work at Prenuvo they also co-founded Azarus.
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