Backend Engineer: Inference & Model Optimization

TIKTOK PTE. LTD.; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

A leading social media platform is seeking a skilled engineer in Singapore to optimize algorithm applications and enhance machine learning capabilities across various business scenarios. Key responsibilities include architectural design, development, and performance tuning of algorithms. The ideal candidate holds a Bachelor's degree in Computer Science or related fields, and has expertise in C/C++, Python, or Go along with experience in Tensorflow or Pytorch. The company fosters an inclusive environment valuing diverse perspectives and backgrounds.

Qualifications

• Bachelor's degree in Computer Science, Engineering or equivalent practical experience.
• Master at least one of C/C++, Python, Go in a Linux environment.
• Expertise in a state-of-the-art machine learning framework (e.g., Tensorflow, Pytorch).
• Strong analytical abilities and problem-solving skills.

Responsibilities

• Optimize integration plans for algorithm applications across business scenarios.
• Responsible for architectural design, development, and performance tuning of algorithm applications.
• Research and introduce cutting-edge engineering technologies related to algorithms.

Skills

C/C++

Python

Go

Tensorflow

Pytorch

Analytical abilities

Problem solving

Education

Bachelor's degree in Computer Science, Engineering, or equivalent practical experience

Tools

CUDA programming

TensorRT

Job description

A leading social media platform is seeking a skilled engineer in Singapore to optimize algorithm applications and enhance machine learning capabilities across various business scenarios. Key responsibilities include architectural design, development, and performance tuning of algorithms. The ideal candidate holds a Bachelor's degree in Computer Science or related fields, and has expertise in C/C++, Python, or Go along with experience in Tensorflow or Pytorch. The company fosters an inclusive environment valuing diverse perspectives and backgrounds.