Responsibilities
- Design and develop vision algorithms for image enhancement, restoration, scene understanding, detection, classification, and visual reasoning.
- Develop real-time, power-efficient, memory-constrained vision algorithms for smart wearables and smartphones.
- Prototype cloud-based vision algorithms and large-scale models for semantic understanding and cross-device intelligence.
- Deploy and optimize models through quantization, compression, and hardware-aware acceleration.
- Evaluate trade-offs between on-device and cloud execution, including latency, privacy, robustness, and user experience.
- Collaborate with camera, display, platform, and product teams to deliver capture-to-display experiences.
- Contribute to technical design reviews, documentation, and imaging technology roadmaps.
Requirements
- Strong background in computer vision, imaging, and machine learning with hands-on algorithm development experience.
- Proficiency in Python and C++.
- Experience with deep learning frameworks such as PyTorch or TensorFlow.
- Experience deploying or optimizing models for on-device inference.
- Bachelor’s, master’s, or PhD in a related field.
- At least 5 years of relevant experience.
- Preferred: experience with VR, AR, MR, smart wearables, or mobile vision systems.
- Preferred: familiarity with camera ISP pipelines and optical and digital imaging chains.
- Preferred: experience shipping vision algorithms in consumer products.
Categories
About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.