- Design and develop novel deep learning learning models both for server-based processing and optimized for embedded devices
- Utilize techniques such as automated hyper-parameter searches, quantization, and compression to optimize models for a target hardware platform
- Work with large-scale datasets and leverage over 100 GPUs in a dedicated GPU cluster for training and inference
- Help improve our custom deep learning software stack (profiling, evaluation, visualization)
- Stay up-to-date with the latest innovations in deep learning research
- Bachelor's or Master's Degree in a technical field from a top-tier university
- Ability to write clean and well-documented Python code following best software engineering practices
- Dependable communication skills with full professional proficiency in English
- Passion for deep learning and medical technology
- Experience working with NumPy, Pandas, and data visualization libraries (e.g. Matplotlib)
- Open, friendly, and collaborative company culture
- Company-sponsored team events and retreats
- Diverse team of international talent
- Green, modern office in the heart of Berlin
- Free meals, drinks, and snacks
- 30 days of paid vacation
- Company-sponsored BVG ticket
- A comfortable budget for your personalized equipment setup
- A hybrid on-site/home-office working style
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Beschreibung
Responsibilities
Requirements
At least some, ideally all of the following:
Benefits
In addition to a competetive compensation package you can expect the following: