Senior Perception Engineer
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
TL;DR
Senior Perception Engineer: Research, design, and develop algorithms for autonomous driving systems to solve challenging problems in perception and sensor stack with an accent on object detection, localization, mapping, fusion, and multi-object tracking. Focus on prototyping robust perception algorithms, developing multimodal sensor fusion and calibration systems using cameras, LiDARs, GNSS, IMUs, and RaDARs, and inventing new algorithms in emerging research areas.
Location: Remote, US
Company
develops autonomous vehicle perception and sensor systems for their vehicle fleet.
What you will do
- Provide technical and execution guidance on R&D tasks to perception team members.
- Research, design, and develop perception algorithms for object detection, localization, mapping, fusion, and multi-object tracking.
- Prototype and deploy robust perception algorithms on 's vehicle fleet.
- Develop systems for multimodal sensor fusion and calibration using cameras, LiDARs, GNSS, IMUs, and RaDARs.
- Invent new algorithms, tools, and models; develop simulations to identify virtual vs. real-world performance discrepancies.
- Contribute research ideas, conduct data analysis, lead algorithm design discussions, and stay current with computer vision research.
Requirements
- Masterβs degree in Electrical Engineering, Computer Engineering, Electrical and Computer Engineering, or Computer Vision.
- At least 4+ years of non-academic work experience.
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