Machine Learning Engineer Team Lead, Prenuvo
CA$180-200k
+ 10% discretionary bonus
1-2 days a week in office
Comprehensive whole body MRI scan for preventative care
Job no longer available
Comprehensive whole body MRI scan for preventative care
201-500 employees
Job no longer available
CA$180-200k
+ 10% discretionary bonus
1-2 days a week in office
201-500 employees
Company mission
To flip the paradigm from reactive "sick-care" to proactive health care.
Role
Who you are
- Our ideal candidate will possess a deep understanding of foundational concepts in machine learning and software development, allowing them to take ownership of the full development and deployment pipeline
- 6+ years of experience applying Machine Learning in industry, ideally across a variety of problem areas and data pipelines
- Degree in computer science, machine learning, engineering, mathematics or equivalent highly technical field
- Proven leadership abilities in an engineering environment in driving operational excellence and best practices
- Hands-on experience building production models with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
- Experience in different CI/CD pipelines (like CircleCI, Jenkins or TravisCI)
- Experience configuring and using AWS or equivalent cloud environment
- Proficient with cloud ML technologies (such as AWS SageMaker)
- A proven ability to architect scalable, maintainable software and a high-level understanding of data science concepts
- Proficient with SQL databases and data access
- Excellent coding skills and software development experience
- Experienced in Machine Learning and Computer Vision, as demonstrated by previous roles and/or a publication track record
- Thorough experience in end-to-end machine learning project life cycle
- You are a team player and check the ego at the door - we share a common goal and will work hard together to achieve it
- You can demonstrate patience and are able to naturally guide, mentor, and collaborate with team members and cross-functional departments
- Nice to have: Experience with Medical Data, Dicom PACS system, and Medical Image Analysis
What the job involves
- We are looking for a Team Lead, Machine Learning Engineer to join our Vancouver team
- Be responsible for design, development and maintenance of scalable production machine learning pipeline that includes data ingestion, data transformation, data validation, automatic model training, automatic model tuning, model evaluation, orchestration, model management and other components
- Work with a team of engineers and Data Scientists to build tools and pipelines to improve our machine learning deployments and systems
- Collaborate with Data Scientists to optimize research outcomes and models for production
- Lead other machine learning engineers and data scientists with technical decisions to deploy models to product and integrate them with new or existing services
- Contribute to the entire development and deployment pipeline from proof-of-concept to model serving & MLOps
- Take ownership and responsibility for team practices and processes and their continuous improvement
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 multiple funding rounds, the company is now setting its sights on Europe. The opening of its first London clinic marks the start of that expansion, brining Prenuvo's full-body MRI services to a new market with high demand for early detection and diagnostic imaging. With plans to evaluate additional cities across the continent, the company is in a position to grow its international presence.
Steph
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (2 rounds)
Dec 2024
$120m
SERIES B
Oct 2022
$56m
SERIES A
Total funding: $176m
Company benefits
- Exceptional health-care coverage: We offer a comprehensive benefits package including health, dental, vision, including Mental Health coverage, to support you and your family
- Flexible vacation policy: Recognizing time away to restore is vital to our wellbeing - we have a flexible vacation policy and we will encourage you to use it.
- Employee Prenuvo scans: Our missions starts with our own. We offer every Prenuvo employee complimentary scans each year. Use it yourself or give a scan to friends and family.
Company HQ
South Fair Oaks, North Fair Oaks, CA
Leadership
Andrew Lacy
(Founder & 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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