Machine Learning Engineer (Biomechanical Analysis)

Описание MiraiTech is a SportTech startup developing an AI platform for biomechanical analysis of athletes using proprietary sensors. The platform is scaling from R&D to production and commercial launch after securing a $700K Pre-Seed round.

Задачи • Manage the full ML cycle, including experiment design, data collection and processing, model development, validation, deployment, monitoring, and visualization • Develop, train, validate, and deploy ML/DL models in production • Work with time series and multimodal sensor data • Improve model accuracy, robustness, latency, and efficiency • Build monitoring, versioning, and retraining pipelines • Collaborate with hardware devices and sensors • Participate in R&D, experimental design, and data collection • Develop ML inference and data-processing services • Work with APIs, databases, GPU, and cloud infrastructure • Participate in ML/backend architecture design • Set up AI Agents, LLM workflows, and integrations with external systems • Provide technical leadership in ML • Mentor engineers and develop ML engineering practices

Требования • 3+ Years of commercial experience in Machine Learning • Proficient in Python • Practical experience with Deep Learning • Strong experience with Time Series • Experience with PyTorch / TensorFlow or similar frameworks • Understanding of signal processing, statistics, and ML evaluation • Experience deploying ML models in production • Experience developing APIs and data pipelines • Familiarity with…