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Surge Group

Artificial Intelligence Engineer

Surge Group
Germany · Full-time · Mid-Senior

Do you want to work on the latest research in generative AI?


Does the sound of removing bias in Medical AI resonate with you?


If yes, read on!


The Role:

  • Collaborate in a compact team focused on research and development, alongside deploying scalable models for production environments.
  • Engage in exploring cutting-edge techniques in generative AI, such as novel diffusion-based models.
  • Evaluate and compare various machine learning approaches, conducting thorough tests and performance assessments.
  • Translate top-performing methods into practical, reliable solutions ready for production.
  • Establish and maintain automated pipelines for experimentation and deployment, integrating both MLOps and DevOps principles.
  • Address challenges related to hardware limitations and optimize for efficient computational processes.
  • Work with specialized data formats used in medical imaging, including but not limited to Nifti and DICOM.
  • Navigate complex problem-solving in an agile, high-speed team setting.
  • Collaborate with technical teams from external organizations to drive joint progress.
  • Contribute to building a strong technical foundation and help establish a high-performing team alongside co-founders.


Your profile:

  • Proficient in a broad range of Deep Learning techniques, from data preprocessing to model development and training.
  • Experience with the full machine learning lifecycle, from initial research through to production-ready deployment.
  • Familiarity with synthetic image generation and/or medical imaging AI is a valuable asset.
  • Strong coding skills in Python, particularly with frameworks such as PyTorch, TensorFlow, and Pandas.
  • Experienced in implementing MLOps and DevOps practices within a production environment.
  • Capable of working with large datasets that challenge hardware limitations.
  • Passionate about exploring and learning new advancements in modern machine learning approaches.
  • Previous exposure to customer interactions, with an understanding of integrating business considerations into technical work.
  • Comfortable navigating the fast-paced, evolving environment of a tech startup.
  • Self-motivated with the ability to work autonomously and take initiative.


Get in touch for more info!

Key Skills

Ranked by relevance

c ai ha machine learning devops mlops lua nat deep learning tensorflow pytorch python pandas scala wan sla das pan ats ui
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Posted
Nov 11, 2024
Type
Full-time
Level
Mid-Senior
Location
Munich

Industries

Medical Equipment Manufacturing Research Services

Categories

Research

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