24 Oct
|
Oncoustics
|
Canada
RESEARCH AND DEVELOPMENT
- FULL TIME Oncoustics is revolutionizing the use of point of care ultrasound in liver care through advanced AI. We are supported by high-profile institutional investors and have deep partnerships in place with several major ultrasound and pharmaceutical players. We are looking to hire a Senior DevOps Engineer to join our team and improve our ML development pipeline and processes. A successful candidate may either be an experienced DevOps, an ML engineer with deployment experience, or some combination of these; previous experience supporting commercial solutions is critically significant. Lead efforts in creating systems, tools, and processes to a) enable AI/ML and DSP R&D; teams to efficiently run experiments and build models and b) deploy selected models and methods to production systems Be the bridge between R&D; and software development teams; Manage the development/deployment lifecycle as models are developed, tested,
versioned and deployed Lead the development of our ML Ops practices Experience in devops for cloud-based commercial systems Familiarity with some/most of these tools and frameworks or equivalents: GCP/AWS, K8s, ELK, Pub/Sub, Kafka, Jenkins, serverless, Cloud Run, Ansible, Terraform, Prometheus 5+ years at least of industry experience in the development and deployment of software solutions Lead the development of our ML Ops practices Familiarity and experience with machine learning-based solutions 5+ years at least of industry experience in the development and deployment of software solutions Bonus Skills Familiarity with Python for machine learning and deep learning Experience solving for optimal model performance on devices, including NPU/GPU/CPU utilization, runtime memory usage, and model size/storage Experience deploying and shipping SaMD or SaaS products Experience in medical imaging analysis or signal processing with AI Prior experience with FDA clearance of SaMD, medical hardware/devices, or AI/ML algorithms #
📌 Senior DevOps Engineer, for AI-based Systems (Canada)
🏢 Oncoustics
📍 Canada