2 days ago

Research Scientist Safe Humanoid Robots

Google DeepMind

On Site
Full Time
$170,000
New York, NY

Job Overview

Job TitleResearch Scientist Safe Humanoid Robots
Job TypeFull Time
CategoryCommerce
Experience5 Years
DegreeMaster
Offered Salary$170,000
LocationNew York, NY

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Job Description

Snapshot

Artificial Intelligence could be one of humanity’s most useful inventions. At Google DeepMind, we’re a team of scientists, engineers, machine learning experts and more, working together to advance the state of the art in artificial intelligence. We use our technologies for widespread public benefit and scientific discovery, and collaborate with others on critical challenges, ensuring safety and ethics are the highest priority.

About Us

We are looking for Research Scientists to join the Robotics team whose mission is to “Build embodied AI responsibly to benefit people in the physical world.” This Research Scientist Safe Humanoid Robots role is focused on ensuring safe humanoid robot actions spanning agentic reasoning, HRI scenarios, and physical safety with VLA models.

The Role

Research Scientists work on a diverse and stimulating range of projects including: inventing algorithms and prototype applications, working with real robots in the lab and outside the lab tackling real world use cases. Research Scientists work in large collaborative teams to make cutting edge breakthroughs to advance Robotics AI. We believe large foundation models will transform general purpose Robotics like with our Gemini Robotics models. This role will involve working with a diverse multi-functional team that builds the future of robotics.

Key responsibilities:

  • Design, implement, train and evaluate large models and algorithms for humanoid robots.
  • Make breakthroughs and unlock new humanoid safety capabilities. Areas of focus include:
    • Algorithmic and model development to improve a robot agent's understanding of its own embodiment and VLA capabilities;
    • Learned policies for appropriate responses around people, and responses in atypical situations such actuator faults;
    • Human Robot Interaction
  • Write software to implement research ideas and iterate quickly.
  • Leverage your expertise to participate in a wide variety of research: learning from simulation, reinforcement learning, learning from demonstrations, vision-language-action models, transformers, video generation, robot control, humanoid robots and more.
  • Work effectively with a large collaborative team with fast-paced agendas to meet ambitious research goals.
  • Generate creative ideas, set up experiments and test hypotheses.
  • Report and present research findings clearly and efficiently both internally and externally.

About You

In order to set you up for success as a Research Scientist Safe Humanoid Robots at Google DeepMind, we look for the following skills and experience:

  • PhD in a technical field or equivalent practical experience.
  • Knowledge of the latest in large machine learning research.
  • Experience working with real-world robots.

In addition, expertise with a subset of the following would be an advantage:

  • Research track record in one or more of the following topics: Humanoid Whole Body Control, Vision Language Action models; Motion Planning, Force Control, AI Safety, Diffusion Policies, World Models, Imitation Learning and Reinforcement Learning, Sim2Real Transfer, Alignment Techniques.
  • Expertise in using large datasets with deep neural networks to make real robots useful.

Key skills/competency

  • AI Safety
  • Humanoid Robotics
  • Machine Learning
  • Reinforcement Learning
  • Vision-Language-Action Models
  • Robot Control
  • Algorithmic Development
  • Deep Neural Networks
  • Sim2Real Transfer
  • Human-Robot Interaction

Tags:

Research Scientist
Robotics
AI Safety
Humanoid Robots
Machine Learning
Algorithm Development
Reinforcement Learning
Vision-Language-Action Models
Robot Control
Deep Neural Networks
Sim2Real Transfer
Human-Robot Interaction
Transformers
Motion Planning
Force Control
Diffusion Policies
World Models
Imitation Learning
Alignment Techniques

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How to Get Hired at Google DeepMind

  • Research Google DeepMind's culture: Study their mission, values, recent news, and employee testimonials on LinkedIn and Glassdoor to align with their innovative and ethical AI approach.
  • Tailor your resume for AI Safety: Customize your resume to highlight experience in AI safety, robotics, machine learning, and humanoid control, using keywords from the Research Scientist Safe Humanoid Robots job description.
  • Showcase real-world robotics experience: Emphasize any hands-on experience with physical robots, experimental design, and implementing algorithms in practical settings.
  • Prepare for technical depth: Brush up on core machine learning concepts, vision-language-action models, reinforcement learning, and distributed systems relevant to large-scale AI robotics.
  • Demonstrate collaborative spirit: Be ready to discuss how you thrive in large, fast-paced, multi-functional research teams, crucial for Google DeepMind's collaborative environment.

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