Robotics Engineer, Manipulation

Skild AI10 months ago
Pittsburgh, PA, United States
On-site
Full-time
Junior Level (1-3 years)

Job Description

Position 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. We are looking for passionate individuals who are eager to explore uncharted waters and contribute to our innovative projects. We are seeking a versatile Robotics Engineer to develop and implement software solutions for our manipulation systems. The ideal candidate will have experience in controls, perception, and planning and will work on deploying state-of-the-art learning-based algorithms on real robot setups, focused on daily manipulation tasks while collaborating closely with researchers and the ML team.

Key Responsibilities

  • Help design algorithms, models, and techniques for various robotic manipulation tasks.
  • Design hardware and software systems for various robotic manipulation tasks.
  • Write controllers and perception stacks for real-world robotic deployment.
  • Write and maintain production-level C++ and Python code for our robotic manipulation platforms.
  • Collaborate with machine learning engineers to deploy state-of-the-art models on our robots.
  • Continuously improve and optimize robotic software for performance, reliability, and scalability.

Preferred Qualifications

  • BS, MS or higher degree in Computer Science, Robotics, Engineering or a related field, or equivalent practical experience.
  • Experience in designing robotic manipulation systems and deploying software on real robots.
  • Experience with writing controllers and knowledge of robotics (e.g., kinematics, dynamics, control, motion planning, SLAM).
  • Proficiency in Python and at least one deep learning library such as PyTorch, TensorFlow, JAX, etc.
  • Systems-level understanding of the various software modules and their interfaces in a robotic application (ROS/ROS2, simulators, etc.).
  • Publications at top-tier ML, robotics or CV conferences (e.g., NeurIPS, ICML, ICLR, CoRL, RSS, ICRA, CVPR, ECCV, ICCV).
  • Experience with designing custom robot hardware solutions.
  • Proficiency with various robot learning techniques (RL, imitation learning, etc.).
  • Experience working with modern computer vision algorithms, sensors (LiDAR, camera, radar, etc.), 3D (meshes, point clouds, etc.), segmentation, tracking, object detection.

Benefits & Perks

  • Base Salary Range: $100,000-$300,000 USD

Required Skills

perception
motion planning
planning
robotic manipulation
machine learning
ROS/ROS2
C++
controls
SLAM
Python