Voia
Data Engineer - 3D/Computer Vision
Voia, Sunnyvale, California, United States, 94087
About Us:At Voia, we are redefining the boundaries of virtual production and video creation using AI, 3D technologies, and real-time rendering. Our platform allows creators to produce Hollywood-grade video content, utilizing advanced neural rendering techniques, generative video, and virtual environments.Position Overview:We are seeking a skilled
Data Engineer
to work at the intersection of
synthetic data generation ,
video processing , and
3D data handling . In this role, you will be responsible for generating synthetic datasets, processing complex 3D environments, and preparing high-quality data for training
neural rendering models
and
diffusion models . Your contributions will directly impact the realism and performance of our generative video technologies, making high-fidelity content creation more accessible and efficient.Key Responsibilities:Design and implement pipelines to
generate synthetic datasets
tailored to neural rendering and video generation tasks, with a focus on scalability and realism.Work closely with AI researchers to
process 3D video and image data
to train diffusion models and neural rendering systems.Develop and maintain
data augmentation
techniques to enhance the variability and quality of synthetic data used in training.Optimize data pipelines for
high-dimensional 3D and video data , ensuring seamless integration with neural network models.Collaborate with the R&D team to create workflows that support
real-time data processing
for rendering high-quality 3D scenes.Manage
data collection, cleaning, and preprocessing
to ensure optimal performance in machine learning tasks, with a focus on 3D modeling, camera tracking, and virtual environment rendering.Implement
synthetic data generation tools
for producing various video scenarios and 3D environments, allowing for enhanced training of generative models.Qualifications:Familiarity with
3D data processing , including handling formats like
OBJ ,
FBX , or point clouds.Experience with
deep learning frameworks
(TensorFlow, PyTorch) and cloud platforms (AWS, GCP, Azure).Proficiency in programming languages such as
Python .Excellent problem-solving skills, especially in optimizing data for training machine learning models.Preferred Skills:3+ years of experience in
data engineering ,
machine learning data processing , or
computer vision .Proven experience with
synthetic data generation
and
data augmentation
techniques.Experience with
diffusion models ,
GANs , or
neural radiance fields (NeRFs)
for generative video tasks.Knowledge of
computer graphics
and
real-time rendering
engines (Unreal, Blender) is a plus.Strong understanding of
neural rendering
techniques, diffusion models, and how large datasets impact their performance.Why Join Us?Voia offers an innovative and creative environment, where AI is at the heart of what we do. As part of a fast-growing startup, you will have the opportunity to directly influence the future of video production technology. We value curiosity, collaboration, and pushing boundaries in what's possible with AI.
Data Engineer
to work at the intersection of
synthetic data generation ,
video processing , and
3D data handling . In this role, you will be responsible for generating synthetic datasets, processing complex 3D environments, and preparing high-quality data for training
neural rendering models
and
diffusion models . Your contributions will directly impact the realism and performance of our generative video technologies, making high-fidelity content creation more accessible and efficient.Key Responsibilities:Design and implement pipelines to
generate synthetic datasets
tailored to neural rendering and video generation tasks, with a focus on scalability and realism.Work closely with AI researchers to
process 3D video and image data
to train diffusion models and neural rendering systems.Develop and maintain
data augmentation
techniques to enhance the variability and quality of synthetic data used in training.Optimize data pipelines for
high-dimensional 3D and video data , ensuring seamless integration with neural network models.Collaborate with the R&D team to create workflows that support
real-time data processing
for rendering high-quality 3D scenes.Manage
data collection, cleaning, and preprocessing
to ensure optimal performance in machine learning tasks, with a focus on 3D modeling, camera tracking, and virtual environment rendering.Implement
synthetic data generation tools
for producing various video scenarios and 3D environments, allowing for enhanced training of generative models.Qualifications:Familiarity with
3D data processing , including handling formats like
OBJ ,
FBX , or point clouds.Experience with
deep learning frameworks
(TensorFlow, PyTorch) and cloud platforms (AWS, GCP, Azure).Proficiency in programming languages such as
Python .Excellent problem-solving skills, especially in optimizing data for training machine learning models.Preferred Skills:3+ years of experience in
data engineering ,
machine learning data processing , or
computer vision .Proven experience with
synthetic data generation
and
data augmentation
techniques.Experience with
diffusion models ,
GANs , or
neural radiance fields (NeRFs)
for generative video tasks.Knowledge of
computer graphics
and
real-time rendering
engines (Unreal, Blender) is a plus.Strong understanding of
neural rendering
techniques, diffusion models, and how large datasets impact their performance.Why Join Us?Voia offers an innovative and creative environment, where AI is at the heart of what we do. As part of a fast-growing startup, you will have the opportunity to directly influence the future of video production technology. We value curiosity, collaboration, and pushing boundaries in what's possible with AI.