Machine Learning Engineer, Reinforcement Learning

skildai-careers· Engineering
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📍 Pittsburgh, San Mateo

About this role

Company Overview

At Skild AI, we are building the world's first general purpose robotic intelligence that is robust and adapts to unseen scenarios without failing. We believe massive scale through data-driven machine learning is the key to unlocking these capabilities for the widespread deployment of robots within society. Our team consists of individuals with varying levels of experience and backgrounds, from new graduates to domain experts. Relevant industry experience is important, but ultimately less so than your demonstrated abilities and attitude. We are looking for passionate individuals who are eager to explore uncharted waters and contribute to our innovative projects.

Position Overview

We are looking for a Machine Learning Engineer to be responsible for designing and implementing cutting-edge reinforcement learning algorithms, conducting experiments, and optimizing these models to perform efficiently in real-world robotic environments. This will require close collaboration with our robotics, research, and engineering team. Your work will directly impact the development of intelligent, adaptable robots capable of learning and performing complex tasks autonomously.

Responsibilities

  • Develop and implement state-of-the-art reinforcement learning algorithms for robotic applications.
  • Design and conduct experiments to train RL models and conduct real-world tests.
  • Collaborate closely with researchers to explore novel methods of scaling up reinforcement learning model training.
  • Communicate effectively with inference, application, and deployment engineers to integrate RL models into robotic systems and iterate on methods to enable robust deployment.
  • Analyze and interpret experimental results, iterating on model design to achieve desired performance.
  • Stay up-to-date with the latest research and advancements in reinforcement learning.

Preferred Qualifications

  • BS, MS or higher degree in Computer Science, Robotics, Engineering or a related field, or equivalent practical experience.
  • Proficiency in Python, C++, or similar and at least one deep learning library such as PyTorch, TensorFlow, JAX, etc.
  • Deep understanding and practical experience with various reinforcement learning algorithms and techniques (model-free, model-based, multi-task, hierarchical, multi-agent, etc.).
  • Strong background in algorithms, data structures, and software engineering principles.
  • Experience with physics simulation engines and tools for training RL.
  • Deep understanding of state-of-the-art machine learning techniques and models.
  • Extensive industry experience with reinforcement learning and robotic systems.
Base Salary Range
$100,000—$300,000 USD

Frequently Asked Questions

Is the salary disclosed for the Machine Learning Engineer, Reinforcement Learning position at skildai-careers?
The salary for this Machine Learning Engineer, Reinforcement Learning role at skildai-careers is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Where is the Machine Learning Engineer, Reinforcement Learning position at skildai-careers located?
This Machine Learning Engineer, Reinforcement Learning role at skildai-careers is based in Pittsburgh, San Mateo. The position is listed as on-site or hybrid. Check the full job description or apply directly to confirm the work arrangement.
Which team or department does the Machine Learning Engineer, Reinforcement Learning at skildai-careers belong to?
This Machine Learning Engineer, Reinforcement Learning position is part of the Engineering department at skildai-careers. See the full job description for more information about the team structure and responsibilities.
How do I apply for the Machine Learning Engineer, Reinforcement Learning position at skildai-careers?
Click the "Apply Now" button on this page. You will be redirected to skildai-careers's official application portal hosted on greenhouse where you can submit your application directly.
When was the Machine Learning Engineer, Reinforcement Learning job at skildai-careers posted?
This Machine Learning Engineer, Reinforcement Learning position at skildai-careers was posted on Sep 11, 2024. Apply as soon as possible — early applications are often reviewed first.
Machine Learning Engineer, Reinforcement Learning
skildai-careers
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