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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
- Company
- Surge Group
Industries
Medical Equipment Manufacturing
Research Services
Categories
Research
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