Lead Engineer, Vision Technologies
2 weeks ago
TikTok stands at the forefront of mobile video innovation, dedicated to fostering creativity and delivering joy to users worldwide.
Our global presence spans multiple cities, reflecting our commitment to connecting with diverse communities.
Why Work With Us
At TikTok, creativity is the heartbeat of our mission. We empower our teams to flourish and contribute to a vibrant platform that celebrates imagination.
Every challenge we face is viewed as a chance to learn, innovate, and evolve collectively.
We embrace change and encourage courage in our endeavors.
Join us in our journey of collaboration and growth, making a significant impact on our organization and the communities we engage with.
About Our Team
The Intelligent Creation Team is pivotal in advancing AI, special effects, and audio-video technologies, focusing on both technological innovation and business development.
Our work encompasses a wide array of technical disciplines, including deep learning, computer vision, graphics, and audio processing, delivering state-of-the-art solutions for content understanding and creation.
Key Responsibilities- Spearhead innovative research and development initiatives in computer vision and machine learning, particularly in multimodal comprehension, vision-language integration, and large-scale training methodologies.
- Provide strategic technical leadership, oversee project execution, and shape the long-term technical vision for the team, aligning with business objectives and technology advancements.
- Facilitate the integration of cutting-edge technologies into ByteDance's product offerings.
Minimum Requirements
- Advanced degree (Masters or PhD) in computer science, mathematics, or engineering, with a minimum of 5 years of relevant research and practical experience in computer vision.
- Proficiency in multimodal understanding, including video highlight detection and audio comprehension.
- Expertise in vision-language tasks, such as image/video captioning and retrieval.
- Experience with language models and their application in intelligent editing tasks.
- Background in large-scale training and reinforcement learning from human feedback (RLHF).
- Proven ability to implement and optimize complex, performance-sensitive systems.
- Strong analytical and problem-solving capabilities.
- Excellent communication and teamwork skills.
- Ability to collaborate effectively within multidisciplinary teams.
- Self-driven with robust problem-solving abilities.
- Experience in leading or managing a technical team in a dynamic environment, with a track record of successfully delivering technologies to market.
- Candidates with publications in prestigious conferences such as CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML, ACL, or EMNLP are highly regarded.
TikTok is dedicated to ensuring equal opportunities in our recruitment processes for all candidates, including those with disabilities or other protected characteristics.
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