Machine Learning Engineer

About Us: Artera is an AI startup that develops medical artificial intelligence tests to personalize therapy for cancer patients. Artera is on a mission to personalize medical decisions for patients and physicians on a global scale.As a Machine Learning Engineer at Artera, you’ll work on the AI Platform team with a focus on establishing scalable and efficient pipelines for data processing and model training. You’ll work closely with AI model developers, fellow machine learning engineers, and our platform engineering team. You’ll ensure that Artera’s model developers can rely on highly efficient, large-scale training regimes and deploy optimized models to production environments.Essential Responsibilities:Build and own tools and libraries that accelerate Artera’s ability to develop, launch, and monitor AI products.Work with model developers to optimize GPU and CPU efficiency and data throughput of large-scale foundation models and downstream model training runs.Optimize Artera’s ability to store and process terabytes of digital pathology data efficiently for the use in serving large-scale training regimes.Ensure that Artera’s observability infrastructure provides a clear picture of how to continue to optimize performance across our model landscape.Experience Requirements:4+ years of industry software engineering experience3+ years of industry experience using one of PyTorch, TensorFlow, or JAX in Python2+ years of industry experience building with AWS, Docker, and Kubernetes1+ years of industry experience optimizing large-scale, high data-throughput, distributed machine learning training pipelinesDesired:Experience using Terraform, SqlAlchemyExperience using ML orchestration frameworks such as Ray, Kubeflow, Metaflow, MLFlow, Flyte, Dagster, Argo Workflow or PrefectExperience deploying and maintaining infrastructure for machine learning training and production inferenceFamiliarity with TorchScript, ONNXRuntime, DeepSpeed, AWS Neuron or similar approaches to inference optimizationEqual Employee Opportunity: At Artera, we value bringing together individuals from diverse backgrounds to develop new and innovative solutions for patients and physicians. As an equal opportunity employer, we do not discriminate on the basis of race, color, religion, national origin, age, sex (including pregnancy), physical or mental disability, medical condition, genetic information gender identity or expression, sexual orientation, marital status, protected veteran status, or any other legally protected characteristic.

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