eightsleep - Senior ML Operations (MLOps) Engineer
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 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. • What sets you apart: • Expertise in real-time ML workflows and streaming systems (e.g., Kinesis, Kafka, Flink). • Demonstrated expertise in optimizing ML infrastructure for efficiency, latency, and cloud cost at scale. • Understanding of secure ML operations, privacy practices, and compliance considerations, particularly for health-related or IoT data. • Familiarity with health, wellness, or IoT domains, especially wearables or medical-grade devices.
Responsibilities
• Collaboration with exceptional talent • Work alongside other bright minds like you: at Eight Sleep exceptional intelligence and a passion for breakthroughs are the norms. Our team members are not only experts in their fields but also avid innovators who thrive in our dynamic, fast-paced environment. • Equitable compensation and continuous equity investment • We extend equity participation to every full-time team member, recognizing and rewarding your direct contributions to our success. This includes periodic equity refreshments based on performance, ensuring that as Eight Sleep grows and succeeds, so do you – perfectly aligning your achievements with the broader triumphs of the company.
Benefits
• Innovation in a culture of excellence • Immediate responsibility and accelerated career growth • Every Eight Sleep employee receives the very product that defines our mission: a Pod of their own. If you join us you’ll get your own Pod https://www.eightsleep.com/, along with*: • Full access to health, vision, and dental insurance for you and your dependents • Supplemental life insurance • Commuter benefits to ease your daily commute • Paid parental leave • List of benefits may vary depending on your location
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