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AE
AeroVect
2mo ago

Staff Software Engineer, Perception(m/w/x)

Berlin
Full-timeRemoteSenior
AI/ML
Data Science

Description

In this role, you will focus on designing advanced 3D object detection models and managing data pipelines. You will also mentor junior engineers and experiment with cutting-edge technologies to enhance model performance.

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Requirements

  • •Master’s or PhD in Computer Science, Robotics, Deep Learning, or related field
  • •5+ years of focused experience in architecting and deploying 2D/3D object detection models
  • •Experience with entire perception stack (sensing, preprocessing, detection & tracking)
  • •Python proficiency
  • •Ability to lead projects autonomously
  • •PhD in Computer Science, Robotics, or related discipline
  • •Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI

Education

Master's degree
OR
Doctoral / PhD

Work Experience

5 years

Tasks

  • •Architect 3D object detection models
  • •Build and maintain data collection and evaluation pipeline
  • •Develop a proprietary multi-modal dataset for training and evaluation
  • •Train, deploy, and monitor 2D/3D object detection models in production
  • •Experiment with state-of-the-art models' performance
  • •Mentor junior engineers on best practices

Tools & Technologies

Python

Languages

English – Business Fluent

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