Machine Learning Pipeline Specialist

5 days ago


Singapore beBeeSoftwareDeveloper Full time $90,000 - $120,000
Job Title: Software Developer for Machine Learning Pipelines

We are seeking a skilled Software Developer to support the creation, maintenance, and optimization of internal data, training & evaluation pipelines for our machine learning (ML) data pipelines.

  • Design, develop, and maintain high-quality software components
  • Collaborate with ML engineers to enhance tools and processes throughout the ML development lifecycle
  • Troubleshoot, debug, and optimize machine learning workflows for efficiency and performance

To succeed in this role, you will need:

  • Bachelor's Degree in Computer Science or related field
  • 2+ years of professional experience in software engineering
  • Expertise in Python, including standard scientific computing libraries
  • Advanced knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods

Bonus Points:

  • Proven track record of developing and deploying perception systems for autonomous vehicles or robotics
  • Experience with deep learning frameworks like PyTorch
  • Experience with distributed computing frameworks like K8s and Ray

Key Responsibilities:

  • Develop high-quality software components for ML data pipelines
  • Collaborate with ML engineers to enhance tools and processes

Requirements:

  • Bachelor's Degree in Computer Science or related field
  • 2+ years of professional experience in software engineering
  • Expertise in Python and software engineering principles

Familiarity with deep learning frameworks and distributed computing is a plus



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