ByteDance is a global tech company known for its innovative products like TikTok. The Software Engineer in ML Systems Graduate role involves developing and maintaining distributed machine learning systems, focusing on architecture design, stability, and optimization in collaboration with a global team.
Responsibilities
- Participating in online architecture design and optimization centered around LLM inference tasks, achieving high concurrency and throughput in large-scale online systems
- Participating in the establishment of a comprehensive system covering stability, disaster recovery, R&D efficiency, and cost, enhancing overall system stability
- Participating in the design and implementation of end-to-end online pipeline systems with multiple models, plugins, and storage-computation components, enabling agile, flexible, and observable continuous delivery
- Collaborating closely with the MLE for optimization of algorithms and systems
- Being proactive, optimistic, highly responsible, and demonstrating meticulous work ethic, as well as possessing strong team communication and collaboration skills
Skills
- Bachelor's degree or above, major in computer/electronics/automation/software, etc
- Excellent coding skills, strong understanding of data structures, and fundamental knowledge of algorithms. Proficiency in programming languages such as C/C++, Java, Go, Python, etc
- Rich experience in online architecture, with the ability to troubleshoot independently
- Strong sense of responsibility, good learning ability, communication skills, and self-motivation
- Understanding of GPU hardware architecture, familiarity with GPU software stack (CUDA, cuDNN), and experience in GPU performance analysis
- Knowledge of LLM models, experience in accelerating LLM model optimization is preferred
Benefits
- Employees have day one access to medical, dental, and vision insurance
- A 401(k) savings plan with company match
- Paid parental leave
- Short-term and long-term disability coverage
- Life insurance
- Wellbeing benefits
- 10 paid holidays per year
- 10 paid sick days per year
- 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure)
Company Overview
Company H1B Sponsorship
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