7 дней назад
ML Engineer
175 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ML Engineer (AI Video Generation): Building and scaling video generation and multimodal model systems with an accent on training efficiency, low-latency inference, and distributed GPU infrastructure. Focus on implementing distillation, quantization, pruning, parallelism, and production-ready tooling for real-time generation.
Location: In-person at the NYC HQ in Union Square, New York City
Salary: $175K–$300K annually, plus equity
Company
is an AI-native video platform that uses natural language to orchestrate video production and editing through contextual generative models.
What you will do
- Train and optimize large-scale video and multimodal generation models.
- Improve training and inference efficiency across memory usage, latency, cost, GPU utilization, parallelism, and throughput.
- Apply distillation, quantization, and pruning to accelerate diffusion and autoregressive generation.
- Build and maintain distributed training systems and experimentation, evaluation, and debugging tools.
- Translate research models into robust production systems and monitor their performance in real-world usage.
Requirements
- BS, MS, or PhD in computer science, machine learning, or a related field.
- At least 2 years of professional industry experience.
- Strong experience with deep learning systems and infrastructure.
- Expertise in PyTorch, CUDA, Triton, and distributed training, including FSDP.
- Experience scaling and optimizing large models for low-latency inference, with strong debugging and performance profiling skills.
- Ability to move quickly from prototype to production and work in person at the NYC headquarters.
Culture & Benefits
- Interdisciplinary work spanning research, systems engineering, and generative media.
- Comprehensive medical, dental, and vision plans.
- 401(k) with employer match and commuter benefits.
- Catered lunches, dinner stipend for late work, and Grubhub subscription.
- Health and wellness perks, generous paid time off, and multiple team offsites with monthly events.
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