Computer Vision Engineering Interns

vor 4 Monaten

Munich, Deutschland Conxai Technologies GmbH Vollzeit

We are an AI Platform that delivers tailored AI-enabled solutions for the AEC industry with ease and speed, at a fraction of the cost of bespoke ones. Our platform leverages advanced AI to enable construction domain experts to create complex use cases efficiently.

Tasks

We are looking for full-time interns (for min. 6 months) to solve some cutting-edge computer vision and deep learning problems and be a part of our product development.

The successful candidate will -

  • Extract and pre-process visual data from different data sources
  • Implement metrics to evaluate and compare the performance of different approaches
  • Discuss the task with customer-facing members to understand the problem and its constraints
  • Proactively experiment with, and implement ML solutions to the problem
  • Collaborate with ML engineers on model design, experiments, implementation, etc.
  • Integrate the solutions to a common codebase and demonstrate good software engineering practices
  • Communicate results and analysis regularly
Requirements
  • Pursuing (or completed) a PhD / Master's degree in Computer Science in a German or EU university
  • Experience with training, and evaluating Deep Learning models in PyTorch and specifically, CNNs or ViTs
  • Proficient in Python
  • Experimentation mindset to improve performance on the method with fast iterations
  • Good software engineering skills
  • Good communication and interpersonal skills
  • Ability to work in a team-oriented environment
  • Strong problem-solving skills
  • Fluent in English
  • Eligible to work in Germany

Preferred experience:

  • Trained models for one of these tasks - Object Detection, Instance Segmentation, Scene Graph generation
  • Worked with Large Vision-Language models
  • Worked with Autonomous Driving data
  • Extensive experience fine-tuning Deep Neural Networks on small, domain-specific custom datasets
  • Knowledge of domain adaptation techniques
Benefits

You will be a part of an inclusive start-up culture in a stimulating "work hard, play hard" environment. You will work with (and party with) great colleagues with diverse backgrounds. Team events and after-work activities are frequent at CONXAI. You will be empowered to bring new perspectives and create impact.

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