Senior/Lead, Deep Learning Researcher/Engineer, Synthetic Data
Sunnyvale,CA
Applications have closed
Magic Leap
Explore Magic Leap AR for business. Improve your organization's training, 3D visualization, collaboration, and remote assistance workflows.Job Description
Our Perception team is looking for a strong candidate with exceptional research/development skills in the field of deep learning, preferably, with experience in handling synthetic data. The primary responsibility of the Deep Learning Researcher/Engineer is to drive the research and development of accelerating the synthetic data generation within popular simulators, closing the gap between the synthetic data and real data, and boosting the performance of perception algorithms. The candidate will participate in deep learning research, release planning, scheduling, etc. Qualified candidates will be self-motivated, robust and logic thinkers, strong collaborators, and adept at operating in a highly dynamic environment. We look for colleagues that are passionate about our product and embody our values.
Responsibilities
- Provide vision and insights to future research and development
- Lead the research and development effort of advanced product-critical deep learning components
- Work hand-in-hand with key stakeholders and developers across the company using deep learning
- Support overall research engineering and architecture efforts in deep learning
- Write maintainable, reusable code, leveraging test driven principles to develop high quality deep learning modules
Qualifications
- Expert knowledge of deep learning techniques such as 3D CNN, RNN, GAN and Reinforcement Learning (RL)
- Expert knowledge of domain adaptation, self-supervised learning or semi-supervised learning
- Have the knowledge and leadership experience in at least one of the following deep learning domains:
- 3D geometry deep learning techniques
- Semantics and scene understanding
- Object Detection and tracking
- Hand Pose and Gesture modeling
- Expert level experience in PyTorch or TensorFlow
- Expert level in Python (programming and debugging)
- Experience in synthetic data research and development is a plus
- Knowledge of C/C++ and parallel computing paradigms such as OpenCL and CUDA is a plus
- Knowledge of Computer Graphic (CG) is a plus.
Education
- MS in Computer Science or Electrical Engineering (with a minimum of 4 years of relevant experience).
- Ph.D. is preferred (with a minimum of 2 years of relevant experience).
Additional Information
- All your information will be kept confidential according to Equal Employment Opportunities guidelines.
Tags: C++ Computer Science CUDA Deep Learning Engineering Python PyTorch Research RNN TensorFlow
Perks/benefits: Career development
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open MLOps Engineer jobs
- Open Data Science Manager jobs
- Open Lead Data Analyst jobs
- Open Data Manager jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Power BI Developer jobs
- Open Sr Data Engineer jobs
- Open Principal Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Junior Data Scientist jobs
- Open Data Analytics Engineer jobs
- Open Product Data Analyst jobs
- Open Data Scientist II jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Business Data Analyst jobs
- Open Data Analyst Intern jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Azure Data Engineer jobs
- Open Junior Data Engineer jobs
- Open Data Product Manager jobs
- Open Data Quality Analyst jobs
- Open Principal Data Scientist jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Java-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open PhD-related jobs
- Open APIs-related jobs
- Open TensorFlow-related jobs
- Open PyTorch-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open CI/CD-related jobs
- Open LLMs-related jobs
- Open Kubernetes-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs