Eight Sleep

The sleep fitness company.

Senior ML Operations – MLOps Engineer

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 11-50Since 2014H1B No SponsorCompany SiteLinkedIn

Location

United States

Posted

155 days ago

Salary

Not specified

Bachelor Degree5 yrs expEnglishAWSCloudDistributed SystemsDynamo DBPythonPy TorchTensorflow

Job Description

• Pioneer Cutting-Edge Technology: Introduce and implement cutting-edge ML technologies, integrating them into our products and processes to enable the future of health monitoring • End-to-End Ownership: Own design and operation of robust ML infrastructure – building scalable data, model, and deployment pipelines that ensure reliable delivery of models to production. • Cross-functional Collaboration: Partner with R&D, firmware, data, and backend teams to ensure ML inference operates reliably and scales to Pods everywhere. • Optimize for Performance: Drive cost-effective, scalable, and high-performance ML systems by optimizing compute, storage, and deployment resources across training and inference • Enhance Tooling and Platforms: Develop tooling, micro services, and frameworks to streamline data processing, experimentation, and deployment • Effective Remote Communication: Thrive in a remote work environment, ensuring clear and direct communication.

Job Requirements

  • Proven Expertise: 5+ years of software engineering experience with a focus on ML infrastructure, distributed systems, or large-scale data processing in Python (e.g., PyTorch, TensorFlow, or similar).
  • ML Operations Mastery: Hands-on experience with ML workflow orchestration (e.g., SageMaker, Vertex AI, MLflow, or Kubeflow) and CI/CD pipelines for model deployment.
  • Scalable Deployment Experience: Demonstrated success shipping ML models to production at scale, handling telemetry, monitoring, and feedback loops across large device fleets or user populations.
  • Cloud-Native Expertise: Strong experience with AWS (Lambda, ECS, DynamoDB, CloudWatch) or equivalent cloud platforms for serving and monitoring ML systems.
  • Adaptive Problem Solver: A fast-paced, collaborative, and iterative approach to tackling complex problems.

Benefits

  • Full access to health, vision, and dental insurance for you and your dependents
  • Supplemental life insurance
  • Flexible PTO
  • Commuter benefits to ease your daily commute
  • Paid parental leave
  • Every Eight Sleep employee receives a Pod of their own

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