Meta AR/VR Job | Software Engineering Manager, ML HW-SW Codesign
Job（岗位）: Software Engineering Manager, ML HW-SW Codesign
Type（岗位类型）: Engineering
Citys（岗位城市）: Sunnyvale, CA
Date（发布日期）: 2024-5-16
Summary（岗位介绍）
Meta Reality Labs (RL) is the world leader in the design of virtual and augmented reality systems. Come work alongside expert engineers and research scientists to create the technology that makes VR and AR pervasive and universal. Join the adventure of a lifetime as we make science fiction real and change the world.
We are looking for a Software Engineering Manager to support a team of HW-SW Co-design engineers and research scientists. The team would drive HW aware optimizations for CV and LLM workloads running on AI accelerators. The span of work involves model optimization, quantization and network architecture search. The team works in collaboration with ML compiler, ML architecture and ML enablement teams and XFN partners to enable highly optimized solutions for AR products. The ideal candidate will have expertise in supporting a full stack model optimization for AI Accelerators.
Qualifications（岗位要求）
Bachelors or above in Computer Science or Electronics Engineering or an equivalent field
Experience with ML model optimization for deep learning acceleration on CPU, GPUs, or AI accelerators
Experience with ML HW accelerator architectures
Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks, LLMs, etc
Experience with a mainstream machine-learning framework, e.g. PyTorch, Tensorflow or Caffe
8+ years experience in software, ML and/or HW acceleration
2+ years of experience in leading a team of software engineers and ML researchers of varied skill levels
Experience with cross-functional collaboration with hardware or AI framework teams
Proven knowledge of computer algorithms and experience crossing multi-disciplinary boundaries to drive optimal system solutions.
Description（岗位职责）
Grow a team of domain experts in ML model optimization for deep learning hardware acceleration targets
Communicate, collaborate, and build relationships with clients and peer teams to facilitate cross-functional projects
Operate strategically and tactically. Develop vision, strategy, and help set direction for the team
Remain up to date with ongoing research and development activities in the team, help work through technical challenges, and be involved in design decisions
Build a collaborative, high-performing team culture focused on delivering outcomes against aggressive goals
Additional Requirements（额外要求）
Masters or above in Computer Science or Electronics Engineering or an equivalent field
Experience with advanced ML training techniques and frameworks
Experience with mapping models in HW accelerators
Demonstrated experience recruiting, building, and leading technical organizations
