Software Engineering Manager, Robotics Neural Reconstruction And Real2Sim Applications
at Nvidia
USD 224,000-431,200 per year
Tech Stack
Tag name is followed by "@" symbol and proficiency level value.
About proficiency levels:
- 1-2 — basic awareness. Minimal hands-on experience, and a rudimentary understanding of the technology's purpose;
- 3-6 — daily use. Comfortable and regular usage, capable of handling common tasks and challenges related to the technology;
- 7-9 — you are an expert, you can teach others, you know all the pitfalls and tricks;
- 10 — exceptional knowledge, comprehensive understanding, and adeptness in all aspects of the technology, including advanced problem-solving. Think twice before claiming or demanding such level.
Algorithms
Communication @ 6
Deep Learning @ 4
GPU @ 4
JAX @ 7
Leadership @ 6
Machine Learning @ 6
PyTorch @ 7
Python @ 7
Reinforcement Learning @ 3
Robotics @ 4
Team Management @ 6
Technical Leadership @ 6
TensorFlow @ 7
- 1-2 — basic awareness. Minimal hands-on experience, and a rudimentary understanding of the technology's purpose;
- 3-6 — daily use. Comfortable and regular usage, capable of handling common tasks and challenges related to the technology;
- 7-9 — you are an expert, you can teach others, you know all the pitfalls and tricks;
- 10 — exceptional knowledge, comprehensive understanding, and adeptness in all aspects of the technology, including advanced problem-solving. Think twice before claiming or demanding such level.
Details
Responsibilities
- Lead, mentor, and grow a high-performing team of robotics software and applied research engineers focused on robotics Neural Reconstruction & Real2Sim Applications.
- Drive the definition, planning, and execution of projects involving 3D reconstruction, Digital twin creation, and robot simulation & validation tools.
- Guide the team in advancing Real2Sim and its integration in robot learning developments.
- Hands-on design, implementation, and deployment of novel algorithms for Neural Reconstruction, Real2Sim and their real-world applications & validation.
- Collaborate & support other Isaac teams including Sim/Lab, Platform and SQA to deploy, validate, extend and release the capabilities & features on physical robots as well as on at-scale simulations.
- Ensure effective integration, validation and releases of applied research efforts in collaboration with research teams and on top of NVIDIA’s advanced robotics platforms.
- Foster a culture of innovation and collaboration, supporting deliverables such as prototypes, open source software contributions, patents, and publications.
- Collaborate cross-functionally with product, hardware, and software teams to translate engineering work into impactful products.
Requirements
- PhD or Master’s degree in Computer Science, Robotics, or a related field (or equivalent experience).
- 8+ overall years of experience working on robotics and deep learning technologies.
- 3+ years of experience in technical leadership or team management in robotics, autonomous driving, machine learning, or related domains.
- Strong hands-on programming skills in Python and/or C++; experience with Deep Learning frameworks (PyTorch, JAX, TensorFlow) and physics simulation tools (Isaac Sim/Lab, MuJoCo).
- Excellent communication, organizational, and interpersonal skills.
- Familiarity with robot learning, including imitation or reinforcement learning, and robot perception.
- Experience with robot simulation tools & on robot deployments.
Ways to stand out from the crowd
- Leadership in projects involving Neural Reconstruction and/or Generative Simulations.
- Experience with large-scale model training on GPU clusters.
- Hands-on experience on robotics simulation, sim-to-real and real-to-sim transfer.
Additional information
- Base salary range is 224,000 USD - 356,500 USD for Level 3, and 272,000 USD - 431,250 USD for Level 4.
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