Research Engineer, Computer Vision

Meta

$120K — $150K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Computer Engineering, or equivalent experience (must be completed before joining)
  • Master's degree in relevant fields like Entertainment Technology or Machine Learning
  • Experience developing end-to-end machine learning pipelines
  • Knowledge of algorithms, data structures, and system software
  • Proficient in solving analytical problems using quantitative methods
  • Experience creating data-driven human behavior models
  • Skills in Python, PyTorch, and C++

Responsibilities

  • Collaborate with researchers and engineers to develop digital human technology
  • Transform research results into practical code and experiences via reusable tools
  • Continuously learn and tackle new technologies and ambiguous problems
  • Prototype and iterate solutions based on research findings

Benefits

  • Collaborative and interdisciplinary work environment
  • Opportunity to work on cutting-edge digital human technology
  • Emphasis on professional development and learning
  • Access to resources for continuous education and research
Full Job Description
Responsibilities

Collaborate with diverse and interdisciplinary researchers, engineers, and designers to conceptualize, build, and test novel digital humans and avatars technologies
• Support the realization of research outcomes into code and experiences through reusable tools, extensible plug-ins, and clear readable code
• Learn constantly, dive into new areas with uncharted technologies, and navigate ambiguous problem spaces by scoping research questions, prototyping solutions, and iterating based on findings

Minimum Qualifications
• Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta
• Master's degree in Entertainment Technology, Computer Graphics, Computer Science, Engineering, Machine Learning or a related field
• Experience in developing an end-to-end ML pipeline that includes data preprocessing, model development, deployment, and optimizations
• Algorithms, data structures, or system software
• Solving analytical problems using quantitative approaches
• Experience devising data-driven models of human behavior
• Python, PyTorch, C++

Preferred Qualifications
• Experience with code (CPU/GPU) profiling and runtime optimizations
• Experience in managing and operating computers in Linux environments
• Experience working independently, handling concurrent projects where timelines may be ambiguous or changing, and prioritizing the team's roadmap and deliverables by balancing required effort with resulting impact
• Publication in leading workshops or conferences such as CVPR, ECCV, ICCV, SIGGRAPH, ICCP, RSS, ICRA, etc
• Experience in database and data management systems at scale

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