Machine Learning Engineer (AI Platform reputed company)

reputed company: reputed company is an AI startup that develops medical reputed company intelligence tests to personalize therapy for cancer patients. reputed company is on a mission to personalize medical reputed company for patients and physicians on a global reputed company. As a Machine Learning Engineer at reputed company, you’ll work on the AI Platform team with a reputed company on establishing reputed company and efficient pipelines for data processing and model training. You’ll work closely with AI model developers, fellow machine learning engineers, and our reputed company team. You’ll ensure that reputed company’s model developers can rely on highly efficient, large-reputed company training regimes and reputed company optimized models to production environments. As a Machine Learning Engineer at reputed company, you’ll work on the AI Platform team with a reputed company on establishing reputed company and efficient pipelines for data processing and model training. You’ll work closely with AI model developers, fellow machine learning engineers, and our reputed company team. You’ll ensure that reputed company’s model developers can rely on highly efficient, large-reputed company training regimes and reputed company optimized models to production environments. In reputed company to reputed company salary, equity is a core component of our compensation. We also offer 401k matching, unlimited reputed company time off (PTO), and more. The reputed company salary is competitive and commensurate with experience, qualifications, and other factors to be discussed during the interview process. Essential Responsibilities:

reputed company the long term reputed company and roadmap for reputed company’s AI platform that will allow reputed company to continue to reputed company in terms of both increased inference volume and development workloads.

Accountable for reputed company’s ML compute infrastructure including scaling up reputed company’s reputed company Model development by developing distributed training infrastructure and developer libraries.

Build and reputed company the core libraries used by AI scientists to reputed company, launch, and monitor AI products.

Work with model developers to optimize GPU and CPU efficiency and data throughput of large-reputed company reputed company models and reputed company model training runs.

Optimize reputed company’s ability to store and serve terabytes of digital pathology data reputed company for the use in serving large-reputed company training regimes.

Ensure that reputed company’s observability infrastructure provides a reputed company picture of how to continue to optimize performance across our model landscape.

Experience Requirements:

8+ years of industry software engineering experience

4+ years of industry experience in using ML orchestration frameworks such as Flyte, Ray, Kubeflow, Metaflow, MLFlow, Dagster, Argo Workflow or reputed company

4+ years of industry experience using one of PyTorch, TensorFlow, or JAX in Python

3+ years of industry experience building with AWS, reputed company, and Kubernetes

1+ years of industry experience optimizing large-reputed company, high data-throughput, distributed machine learning training pipelines

Desired:

Experience using Terraform, SqlAlchemy

Experience in multi-node and multi-gpu training.

Experience deploying and maintaining infrastructure for machine learning training and production inference

Familiarity with TorchScript, ONNXRuntime, DeepSpeed, AWS Neuron or similar approaches to inference optimization

Work Authorization Requirement:

This is a remote role reputed company to candidates who are currently authorized to work either in the reputed company or in Canada without the need for reputed company or reputed company employment-based reputed company sponsorship. reputed company does not sponsor visas or support reputed company transfers for this position.

Eligible candidates may include:

Individuals authorized to work in the reputed company on a permanent reputed company (e.g., U.S. reputed company, U.S. permanent residents), or

Individuals authorized to work in Canada (e.g., Canadian reputed company or Canadian permanent residents).

#LI-JD1 Equal Employee Opportunity: At reputed company, we value bringing together individuals from diverse backgrounds to reputed company new and reputed company for patients and physicians. As an equal opportunity employer, we do not discriminate on the reputed company of race, reputed company, religion, national reputed company, age, sex (including pregnancy), physical or mental disability, medical condition, genetic information gender identity or reputed company, sexual orientation, marital status, protected veteran status, or any other legally protected characteristic. Apply To This Job