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Team Lead, Machine Learning Engineer

Prenuvo

Health & Wellness

51-200

Redwood City, CA, USA

About the job

Overview:

About Us
At Prenuvo, we are on a mission to flip the paradigm from reactive “sick-care” to proactive health care and to shift the patient experience from . Our award-winning whole body scan is fast (under 1 hour), safe (MRI has no ionizing radiation), and non-invasive (no contrast). Our unique integrated stack of optimized hardware, software, and increasingly AI, coupled with the patient-centric experience of our clinics across North America, have allowed us to lead the charge against “we caught it too late again.”  Prenuvo operates preventative screening clinics in Vancouver, Silicon Valley, Dallas, Boca Raton, Minneapolis, Los Angeles, New York City, Bethesda, Chicago, and Atlanta, with more clinics in North America and internationally in the next 2 years.
We are changing healthcare and bringing a slow moving goliath of an industry into the present while blazing a trail into the future of radiology and clinical operations through software, automation and AI.
We are looking for a Team Lead, Machine Learning Engineer to join our Vancouver team! 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.
What You’ll Do:

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

What You’ll Bring:

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
Proven leadership abilities in an engineering environment in driving operational excellence and best practices
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 We Offer:

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 and/or your loved ones
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 with “Beef Dip Wednesdays”, a tradition that began with our founder’s affinity for local delivered eats
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, and an Employee and Family Assistance Program to support you and your family