Fullstack Data Scientist - Clark, PA, United States - Orion Innovations

Orion Innovations
Orion Innovations
Verified Company
Clark, PA, United States

2 weeks ago

James Miller

Posted by:

James Miller

beBee Recruiter
Freelance
Description

Are you interested in joining a cutting-edge startup in the German construction and solar industry? Airteam, a SaaS startup, is seeking a talented mid-level Fullstack Data Scientist to join our dynamic team in Clark, PA.

Our innovative AI-powered data processing cloud platform is designed for roofers and solar planners.

In this role, you will have the opportunity to work on exciting projects in computer vision, drone-based 2D to 3D object detection, and automatic geometry reconstruction.

Join us in co-creating a digital, climate-neutral product that empowers roofers and solar planners to make informed decisions and shape the future of construction technology.


Responsibilities:

  • Develop and implement computer vision algorithms for 2D to 3D object detection using data from flying drones.
  • Collaborate with our drone technology team to integrate machine learning models into the drone platform.
  • Work with crossfunctional teams to solve datadriven business challenges.
  • Build endtoend machine learning pipelines using the GCP ecosystem, Python, Argo, PyTorch, MLflow, and other relevant technologies.
  • Implement data preprocessing, model training, deployment, and monitoring.
  • Communicate findings to stakeholders to inform decisionmaking.

Requirements:

  • 34 years of handson experience in data science and machine learning, with exposure to Computer Vision and Deep Learning models.
  • Proven ability to work across the entire machine learning lifecycle, from data preprocessing to model deployment and monitoring.
  • Experience in software engineering, including
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