Senior Software Engineer
4 days ago
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.
Key Responsibilities:- Design and develop scalable, efficient, and reliable systems for large-scale ML training and inference.
- Collaborate with cross-functional teams to integrate new features and capabilities into the Generative AI Platform.
- Develop and maintain high-quality documentation, ensuring that knowledge is shared effectively throughout the organization.
- Continuously evaluate and improve system performance, identifying areas for optimization and implementing solutions to enhance overall efficiency.
- B.S./M.S./Ph.D. in Computer Science, Computer Engineering, or a related field.
- Proficiency in Python and familiarity with deep learning frameworks like PyTorch.
- Strong skills in Linux, Docker, Kubernetes, and high-performance computing principles, including Infrastructure as Code (IaC).
- Demonstrated expertise in scaling and optimizing generative AI engineering tasks in GPU-intensive environments.
- CUDA, FP8/FP4 optimization, cloud infrastructure platforms like GCP/Azure, distributed computing frameworks such as Ray.io, scheduling services like Linux Slurm or Kubernetes Volcano.
- Experience collaborating with DevOps/SRE teams for large-scale ML project deployments.
- Strong problem-solving skills, proficient in communication, collaboration, and project management.
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