Staff Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Machine Learning Engineer (AI): Leading the execution layer for a proactive AI chat application with an accent on building scalable, production-grade training and inference systems. Focus on implementing state-of-the-art model adaptation methods and ensuring high reliability, performance, and latency efficiency under real-world usage.
Location: Remote (China)
Company
is building a proactive AI chat application designed to bring intelligence to everyday tasks, persistent context, and complex workflows.
What you will do
- Own end-to-end ML system architecture, covering data pipelines, training, evaluation, and deployment.
- Fine-tune and adapt models using advanced techniques like LoRA, QLoRA, SFT, and DPO.
- Design and operate inference systems, balancing cost, reliability, and latency.
- Establish evaluation pipelines for safety, robustness, and performance.
- Collaborate with engineering teams to integrate ML systems into cross-platform products.
- Manage production deployment including GPU optimization and scaling strategies.
Requirements
- Location: Must be based in China.
- Strong experience building and shipping production-grade ML systems for real users.
- Deep understanding of large models, their architecture, and failure modes.
- Proficiency in Python and deep learning frameworks such as PyTorch or JAX.
- Ability to write production-grade, maintainable code with a focus on system correctness.
- Strong communication and ability to work effectively in a small, high-trust environment.
Hiring process
- Evaluation by technical team members.
- 3 to 4 virtual or onsite interviews.
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