2 ΠΌΠ΅ΡΡΡΠ° Π½Π°Π·Π°Π΄
Software Engineer, Perception (AI)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
Π’Π΅ΠΊΡΡ:
TL;DR
Software Engineer, Perception (AI): Developing and deploying deep learning and 3D computer vision capabilities for industrial robots with an accent on object detection, pose estimation, 3D reconstruction, and grasping. Focus on optimizing perception algorithms, deploying reliable AI models, and enabling robots to interact with dynamic manufacturing environments.
Location: Singapore
Company
is an AI robotics group at Google developing software and data-driven technologies for intelligent industrial robotics.
What you will do
- Develop robust deep learning models for 3D computer vision, including object detection, object pose estimation, and 3D reconstruction.
- Optimize and deploy perception algorithms for reliable robotic grasping and manipulation.
- Improve robot perception for complex interactions in dynamic manufacturing environments.
- Design, implement, and document core perception software capabilities for the platform.
- Support users applying perception capabilities in production applications.
Requirements
- Four-year degree in Computer Science, Electrical Engineering, Robotics, or a related technical field.
- 1β2 years of experience in AI, machine learning, computer vision, or robotics, with a strong focus on deep learning and transformer-based models.
- Experience deploying computer vision systems and at least one of object detection, 6DoF pose estimation, or 3D reconstruction.
- Proficiency with at least one deep learning framework, such as PyTorch, TensorFlow, or JAX.
- Strong programming skills in Python or C++.
Nice to have
- Expertise in computer vision and robotics.
- GPU kernel programming experience with CUDA.
- Experience optimizing or quantizing machine learning models for deployment.
- Experience developing algorithms for robotic perception, grasping, or manipulation.
Culture & Benefits
- Work with engineers, roboticists, designers, and technologists on industrial robotics.
- Employment is based on professional competence and equal opportunity principles.
- Accommodations are available for candidates with disabilities or special needs.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β