drjobs Senior Software Engineer Machine Learning Infrastructure

Senior Software Engineer Machine Learning Infrastructure

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1 Vacancy
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Job Location drjobs

Vancouver - Canada

Monthly Salary drjobs

$ 140000 - 210000

Vacancy

1 Vacancy

Job Description

About Us

At Prenuvo we are on a mission to flip the paradigm from reactive sickcare to proactive health care. Our awardwinning whole body scan is fast (under 1 hour) safe (MRI has no ionizing radiation) and noninvasive (no contrast). Our unique integrated stack of optimized hardware software and increasingly AI coupled with the patientcentric 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 Houston Boca Raton Seattle Minneapolis Los Angeles San Diego New York City Buffalo Bethesda Chicago and Atlanta with more clinics in North America and internationally in the next 2 years.

We are looking for a Senior Software Engineer with experience in working on machine learning infrastructure and tooling to help streamline and scale our data science and machine learning workflows.

Help reshape the world through proactive healthcare while working with cuttingedge technology and high performing teams with deep expertise join us to make a difference in peoples lives!

What Youll Do

  • Lead the design and implementation of secure scalable and reliable ML infrastructure focusing on data ingestion training and inference pipelines active learning and reproducible data transformations.
  • Design and manage CI/CD pipelines for ML training development and deployment workflows.
  • Package test build and deploy containers and ML artifacts to ensure efficient clean and reproducible ML workflows.
  • Establish best practices for automation monitoring and scaling of ML lifecycle steps.
  • Collaborate with ML scientists engineers and radiologists to turn research prototypes into productionready systems.
  • Produce and maintain documentation to support regulatory clearances (FDA IDE etc..

What Youll Bring:

  • Bachelors or Masters degree Computer Engineering Computer Science or a related field
  • At least 5 years of software engineering experience on or adjacent to machine learning engineering teams
  • Proficiency in Python language tooling and ecosystem for dependency management packaging testing and deployment of productionquality code (e.g. Poetry Pytest Pylint)
  • Handson experience with at least one of the mainstream deep learning frameworks and their ecosystem (e.g. for data preprocessing and distributed training) such as Tensorflow and PyTorch
  • Proven experience with CI/CD for automated testing and deployment of ML pipelines and services (e.g. Airflow Github Actions Jenkins)
  • Familiarity with a ML workflow platform (e.g. MLFlow Weights and Biases SageMaker)
  • An unwavering sense of ownership and collaboration emphasis on quality and engineering rigor and adaptability in a fastpaced environment

Nice to Have

  • Familiarity with ML and CV packages like TensorFlow PyTorch OpenCV.
  • Experience with medical image analysis.
  • Understanding of web development frameworks and microservices (e.g. FastAPI REST gRPC).

Our Values

First: we are Pioneers

  • Transforming healthcare requires divergent thinking bias for action disciplined experimentation and consistent grit and determination to maintain momentum. This journey is as challenging as it is rewarding.

Second: we are PlatformBuilders

  • Were always building foundations that allow us to achieve tomorrow more than we did today. We never lose sight of whats ahead in a mindset of ownership and duty to our mission.

Above all: we are Patients

  • We could all be the next person who walks through our very doors seeking clarity or peace of mind. We are proud of our impact on our patients lives and we wont stop till everyone can benefit from our work.

What We Offer

  • An avenue to make a positive impact on peoples lives and their health
  • We believe in preventative healthcare for everyone including our team Prenuvo provides free wholebody scans to each team member
  • Growth opportunities are at the heart of our people journey were 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 now offer the Prenuvos Commuter Benefits Plan to help cover your transit and parking costs. Whether you ride drive or park weve got you coveredmaking your commute easier and more affordable!
  • Retirement made easy! We offer a 401(k) plan to our US employees to help you save for the future with company contributions to support your financial goals. Plan for tomorrow while you grow with us today!
  • We offer a comprehensive benefits package including health dental vision including Mental Health coverage to support you and your family
  • The base salary for this role ranges from $140000$210000 in local currency depending upon experience

We are an equalopportunity employer and value diversity at our company. We do not discriminate on the basis of race religion color national origin gender sexual orientation age marital status veteran status or disability status.

As part of the hiring process successful candidates will undergo a background check in compliance to applicable federal provincial and state rules.

Please be advised that official communication from our recruitment team will only come from our authorized domain prenuvo. If you are contacted by a recruiter please ensure their email address ends with @prenuvo. We do not use thirdparty recruitment services or any other email domains for hiring purposes. If you receive communication that you believe to be fraudulent please report it immediately to


Required Experience:

Senior IC

Employment Type

Full Time

Company Industry

About Company

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