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Software Engineer, Machine Learning

Meta IT

$178,360 - $200,200
Jun 10, 2025
San Francisco, CA, US
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Meta is looking to improve user acquisition and growth relevance by developing cutting-edge deep learning algorithms and machine learning models for recommendation systems.

Requirements

  • Machine Learning Framework(s): PyTorch and Tensorflow
  • Proven track record in research project/internship experience involved developing and implementing large scale machine learning models
  • Machine learning, natural language processing, data mining, large language models (LLMs)
  • State-of-the-art deep learning technologies, particularly in applying causal inference, model debiasing to enhance model accuracy and fairness
  • Data pipeline technologies: Spark and Hadoop
  • Developing and debugging in C, C++, C-Sharp and Java
  • Scripting languages: Python, PHP, or shell scripts

Responsibilities

  • Innovate and implement cutting-edge deep learning algorithms and machine learning models for recommendation systems.
  • Directly influence user acquisition and growth relevance by uncovering valuable insights from data.
  • Develop and implement large scale machine learning models.
  • Build recommendation systems using LLM and other state-of-the-art deep learning techniques.
  • Improve the user experience through cross-functional collaboration with product team.
  • Develop and implement techniques such as model debiasing, signal development, embedding development, responsiveness, and recommendation quality.
  • Integrate with Family of Apps and leverage state of the art AI technology.

Other

  • Bachelor’s degree in Computer Science, Computer Software, Computer Engineering, Statistics, Machine Learning, Applied Sciences, Mathematics, Physics, or related field
  • Two years of work experience in the job offered or in a computer-related occupation
  • Two years of experience in the required technical skills
  • Must be eligible to work in the United States