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Backend Software Engineer

2 months ago

Singapore MyCareersFuture Full time

About the Role

As a Backend Software Engineer on our Trust and Safety R&D team, you will play a critical role in building machine learning models and systems to identify and defend internet abuse and fraud on our platform.

Key Responsibilities

  • Work closely with business teams to optimize the integration plan for algorithm applications, improve efficiency in evaluating and using algorithm applications across various business scenarios, and reduce the cost of managing and optimizing algorithm applications in different business scenarios.
  • Be responsible for the architectural design, development, and performance tuning of algorithm applications, solving technical challenges such as high concurrency, high reliability, and high scalability. Work includes multiple sub-areas: resource scheduling, task orchestration, model training, model inference, model management, dataset management, workflow orchestration, etc.
  • Be responsible for researching and introducing cutting-edge engineering technologies related to algorithms.

Requirements

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

Preferred Qualifications

  • Have experience working in large scale tech companies
  • Familiar with model optimization algorithms like quantization and pruning
  • Practical experience in performance optimization/tuning of deep learning model training/inference
  • Practical experience in CUDA programming and TensorRT
  • Familiar with LLM model inference framework like VLLM and TensorRT-LLM

About MyCareersFuture

MyCareersFuture is a platform that connects people with job opportunities. We are 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 MyCareersFuture, 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. We are passionate about this and hope you are too.