ByteDance
AI Algorithm Expert - Hand Tracking, Pico San Jose Regular
ByteDance, San Jose, California, United States, 95199
Responsibilities
Lead the development of high-precision and low-latency hand tracking algorithms in XR scenarios, covering directions such as monocular/multiple vision and multi-sensor fusion.
Build a robust 3D gesture pose estimation model to solve problems of extreme scenarios such as occlusion, fast motion and complex illumination.
Optimize the real-time inference performance of the algorithm on the mobile XR headset to achieve millimeter-level tracking accuracy.
Lead the construction of the MultiModal Machine Learning interaction algorithm framework (hand + eye movement + peripheral device) to create a natural XR interaction pattern.
Promote patent layout and publication of papers in top conferences (CVPR/ICCV/SIGGRAPH, etc.) to enhance the technical influence of the team.
Qualifications
Minimum Qualifications
- Majored in Computer Vision, Pattern Recognition or Applied Mathematics, with more than 5 years of experience in algorithm R&D.
Familiar with the technical principles, advantages and disadvantages of commercial solutions such as ARKit Hand Tracking and Quest Hand Tracking.
Proficient in PyTorch framework and QNN deployment ecosystem, with practical experience in TensorRT end-side optimization.
Preferred Qualifications
- Experience in developing the core algorithm of HandTracking for XR products such as Apple Vision Pro, Meta Reality Labs, and Magic Leap.
Published papers on gesture tracking in top conferences such as CVPR/ICCV/SIGGRAPH.
Job Information The base salary range for this position in the selected city is $208800 - $438000 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits & Note Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
Compliance For Los Angeles County (unincorporated) Candidates: Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Adequately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
Exercising sound judgment.
About Pico Founded in April 2015, Pico is a VR company committed to developing immersive and interactive VR experiences for people around the world. Pico also provides tailor-made solutions for our enterprise clients in the fields of education and healthcare.
Why Join ByteDance Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
Reasonable Accommodation ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
#J-18808-Ljbffr
Lead the development of high-precision and low-latency hand tracking algorithms in XR scenarios, covering directions such as monocular/multiple vision and multi-sensor fusion.
Build a robust 3D gesture pose estimation model to solve problems of extreme scenarios such as occlusion, fast motion and complex illumination.
Optimize the real-time inference performance of the algorithm on the mobile XR headset to achieve millimeter-level tracking accuracy.
Lead the construction of the MultiModal Machine Learning interaction algorithm framework (hand + eye movement + peripheral device) to create a natural XR interaction pattern.
Promote patent layout and publication of papers in top conferences (CVPR/ICCV/SIGGRAPH, etc.) to enhance the technical influence of the team.
Qualifications
Minimum Qualifications
- Majored in Computer Vision, Pattern Recognition or Applied Mathematics, with more than 5 years of experience in algorithm R&D.
Familiar with the technical principles, advantages and disadvantages of commercial solutions such as ARKit Hand Tracking and Quest Hand Tracking.
Proficient in PyTorch framework and QNN deployment ecosystem, with practical experience in TensorRT end-side optimization.
Preferred Qualifications
- Experience in developing the core algorithm of HandTracking for XR products such as Apple Vision Pro, Meta Reality Labs, and Magic Leap.
Published papers on gesture tracking in top conferences such as CVPR/ICCV/SIGGRAPH.
Job Information The base salary range for this position in the selected city is $208800 - $438000 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits & Note Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
Compliance For Los Angeles County (unincorporated) Candidates: Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Adequately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
Exercising sound judgment.
About Pico Founded in April 2015, Pico is a VR company committed to developing immersive and interactive VR experiences for people around the world. Pico also provides tailor-made solutions for our enterprise clients in the fields of education and healthcare.
Why Join ByteDance Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
Reasonable Accommodation ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
#J-18808-Ljbffr