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Senior ML Infrastructure Engineer
TennrHealthcare Automation company
New York, United StatesSenior
IVP
Andreessen Horowitz
Lightspeed Venture Partners
GV
Foundation Capital
ICONIQ
Data & AI
About the role
TL;DR
Build and iterate on foundational ML and AI systems, owning training and inference pipelines.
- •As the first and founding ML Operations Engineer at Tennr, you’ll play a crucial role in building and iterating on foundational Machine Learning and AI systems.
- •You’ll own building machine learning training and inference pipelines that can handle increasing traffic demands and proliferation of product surface as we grow.
- •Key Responsibilities Architect, design, and implement ML software systems for deploying and managing models at scale.
- •Develop and maintain infrastructure that supports efficient ML operations, including data pipelines, model evaluations, deployments, and training at scale.
- •Collaborate closely with ML engineers, software engineers, and cross-functional teams to ensure seamless integration of models with data pipelines and products.
- •Troubleshoot production issues and continuously improve systems to enhance performance and efficiency.
- •Requirements 5+ years of experience in ML model deployment, infrastructure, and scaling in production environments Strong software engineering fundamentals, with proficiency in Python and TypeScript Experience in software design and architecture for highly available ML systems for use cases like inference, evaluation, and experimentation Strong knowledge of observability, including logging, metrics, tracing, model performance monitoring, and alerting
Required skills
PythonTypeScriptKubernetesCI/CDDockerLinuxGitMLflowKubeflowSageMakerVertex AITensorFlowPyTorch
Domain expertise
healthtech
Benefits & perks
Unlimited PTO, 100% paid employee health benefit options, Employer funded 401(k) match, Competitive parental leave, Free lunch, Pantry full of snacks
Tech stack
PythonTypeScriptMLflowKubeflowSageMakerVertex AITensorFlowPyTorchDockerKubernetesCI/CDGitLinux