Lead Software Engineer - Computer Vision, Synthetic Image Generation
Redmond, Washington
Employer: Meta
Industry:
Salary: Competitive
Job type: Full-Time
Meta Reality Labs is looking for a lead computer vision engineer to drive synthetic data generation and simulation for our AR/VR products including the Quest line. This role will contribute to the creation of next-gen AR/VR interaction technologies in a cross-functional team of software, infra, computer vision, machine learning, simulation, and AI image generation engineers. This role will leverage expertise in computer vision, synthetic data, and AI-based image generation to contribute to ML models shipped in Meta AR/VR products. This role collaborates with cross-functional teams on image simulation, core AI, computer graphics, machine vision research, HW design. The immediate team for this role is composed of Computer Vision, Machine Learning and SW Engineers. We work cross-functionally with teams across multiple disciplines, such as simulation, AR/VR optics, Reality Labs Research, silicon, and sensors, to design and develop novel ML solutions tailored for the requirements and constraints of each particular device.
Lead Software Engineer - Computer Vision, Synthetic Image Generation Responsibilities
Minimum Qualifications
Preferred Qualifications
Start preparing
Learn about how to prepare for your interview with our interview guide, tips, and interactive experiences.
Visit interview prep
Lead Software Engineer - Computer Vision, Synthetic Image Generation Responsibilities
- Tech lead for development and launch of CV/ML solutions for generating and synthesizing images used in training of AR/VR models and system design
- Drive cross-functional collaborations with partner teams including but not limited to RL research, simulation, data systems, CoreAI, and GenAI.
- Hands-on contribution to synthetic image generation using deep generative models, computer graphics, or physics-based simulation
- Explore, innovate, and leverage novel technologies, from internal and external publications, to improve the realism, diversity, controllability, and generalizability of image synthesis including techniques to enhance appearance and geometric realism, conditional image generation based on specific conditions or constraints, such as metadata, text-based categories, image masks, or multiple input modalities, and controllable image generation with manipulation of specific attributes like style and appearance.
- Co-own strategic planning, OKR setting, and roadmap generation for synthetic data sub-team. Co-create roadmap and vision for R&D initiatives.
- Contribute to recruitment, mentoring, onboarding, and growing ML engineers/scientist, interns, and contractors.
- Work with RL leadership and cross-functional teams to understand business requirements and translate them into machine learning projects
- Optimize machine learning models for performance, scalability, and maintainability. Collaborate with other engineers and data scientists to develop and deploy machine learning solutions.
Minimum Qualifications
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- Proven Technical background in one or more of the following areas: Machine Learning, Deep Learning, Neural Networks, Image Processing, Computer Vision, Image Synthesis, Generative AI.
- Experience in developing computer vision algorithms and deep learning models in Pytorch, Tensorflow and similar platforms.
- Working knowledge of synthetic image generation using deep generative models, computer graphics, or physics-based simulation.
- 5+ years of technical leadership experience driving medium to large-scale cross-functional R&D projects focused on machine learning and computer vision.
- Proven programming skills in Python and C/C++
- Experience with distributed computing and large-scale data processing
- Problem-solving and interpersonal skills and experience to lead technical projects independently
- Proven communication and collaboration skills
Preferred Qualifications
- Ph.D. in Computer Science, Electrical Engineering, Data Science, or equivalent field
- Publication track record in image generation and computer vision in top conferences including CVPR, NeurIPS, ICCV, ICML, etc.
- Experience in computer graphics, procedural generation, and avatar rendering
- Experience in classical image processing and pose estimation
- Work experience in AR/VR industry
Start preparing
Learn about how to prepare for your interview with our interview guide, tips, and interactive experiences.
Visit interview prep
Created: 2024-04-24
Reference: 375116722007611
Country: United States
State: Washington
City: Redmond
Similar jobs:
-
Software Engineer, Product
Meta in Seattle, Washington -
Software Dev Engineer II, Transportation Volume Planning
Amazon in Bellevue, Washington💸 $115000 per year -
Software Development Engineer, AWS, Infra Supply Chain Automation
Amazon in Seattle, Washington💸 $115000 per year -
Backend Software Engineer - Global E-Commerce Supply Chain
TikTok in Seattle, Washington -
AIML - Senior OS Software Engineer, ML Innovation
Apple in Seattle, Washington -
Embedded Software Dev Engineer II, Project Kuiper Ground Gateway Services
Amazon in Redmond, Washington💸 $115000 per year -
Software Engineer, ML System Architecture
TikTok in Seattle, Washington -
Software Development Engineer, swami Team
Amazon in Seattle, Washington💸 $115000 per year -
Software Engineer, OS and System Services
Apple in Seattle, Washington -
Software Development Engineer, Amazon Stores
Amazon in Seattle, Washington💸 $115000 per year -
Senior Software Engineer, Redshift Data Management
Amazon in Redmond, Washington💸 $134500 per year -
Software Development Engineer, PXT Connections
Amazon in Seattle, Washington💸 $115000 per year -
UI Software Engineer Apple Services Engineering.
Apple in Seattle, Washington -
Software Development Engineer, Alexa Audio Playback Experience
Amazon in Seattle, Washington💸 $115000 per year -
Software Development Engineer
Amazon in Seattle, Washington💸 $115000 per year -
Software Development Engineer, Amazon Monitoring and Observability
Amazon in Seattle, Washington💸 $115000 per year -
Software Development Engineer II, Amazon Linux
Amazon in Seattle, Washington💸 $115000 per year -
Sr. Software Dev Engineer, EC2 Trust Infrastructure
Amazon in Seattle, Washington💸 $134500 per year -
Software Dev Engineer II - AWS Snapshots \u0026Edge, AWS EBS Backup Snapshot \u0026 Edge
Amazon in Seattle, Washington💸 $115000 per year -
Software Development Engineer, Campaign Measurement \u0026 Optimization
Amazon in Seattle, Washington💸 $115000 per year