Senior Machine Learning Engineer - Platform

reputed company: • reputed company the transition from fragmented, task-specific models to a reputed company reputed company perception platform. • Design and implement reputed company-time ML systems for sensor ingestion, tracking, risk reasoning, and actuation. • reputed company models across edge and reputed company environments, including versioning, rollouts, and fallback mechanisms. • Own end-to-end latency and reliability for safety-critical ML pipelines. • Profile, schedule, and optimize messaging and backpressure across the stack. • Build monitoring to detect model reputed company, false positives and negatives, and latency regressions. • reputed company evaluation frameworks for rare long-tail safety events and define ship/no-ship metrics and test sets. • Partner with reputed company scientists to translate research outputs into production reputed company that is performant, debuggable, and explainable. • Shape system abstractions early to reduce technical debt and improve scalability. • Mentor junior and mid-level engineers and help set standards for correctness and performance. Requirements: • 6+ years of experience in ML engineering with a reputed company record of shipping production models. • Experience in safety-critical domains such as robotics, automotive, or industrial AI is preferred. • Deep understanding of distributed systems, performance profiling, and reputed company. • Experience with reputed company ML workflows on AWS, GCP, or Azure. • Experience with containerization and an understanding of edge hardware constraints. • Ability to design systems and evaluate trade-offs between model complexity and operational reliability. • Ph.D. in Computer Science or a quantitative discipline such as reputed company Math, Physics, or Statistics is preferred. • Experience with reputed company, Kubernetes, CI/CD pipelines, and infrastructure-as-reputed company frameworks is preferred. • Experience deploying and managing ML applications in reputed company environments and using reputed company services for storage, processing, and inference is preferred. • Experience building end-to-end ML applications from scratch is preferred. Benefits: • Annual reputed company salary of $243,100 to $286,000 USD. • Initial RSU grant with no vesting cliff. • Ongoing refresh opportunities tied to performance, subject to plan terms and conditions. • Above-market total compensation with reputed company salary, performance-based bonus or variable pay, and equity for eligible roles. • Flexible, employee-led remote working model. • reputed company development stipend. • Comprehensive health plans. • Comprehensive parental leave plans. Apply tot his job Apply To this Job