Senior AI Scientist állás Budapest

Feladatok

• Design and implement networks to provide automation of clinical tasks using one or more of medical images, electronic, medical records, waveforms, and clinical reports.
• Demonstrate algorithms meet accuracy requirements on general subject population through statistical analyses and error estimation.
• You will develop innovative machine learning techniques and advance the research agenda of the team you work on, while also collaborating with peers across the organization.
• Explore learning from human feedback and assisting humans evaluating AI.
• Build prototypes to enable development of high-performance AI algorithms in scalable, product-ready code.
• Initiate and propose unique and promising deep learning capabilities, develop new and innovative algorithms and technologies, pursuing patents where appropriate.
• Stay current on published state-of-the-art algorithms and competing technologies.
• Contribute to the development of software and data delivery platforms that are service-oriented with reusable components across teams (multiple teams) that can be orchestrated together into different methods for different businesses

Elvárások

• Demonstrated expertise in building large scale AI such as generative AI models, large vision/language models, and multimodal AI models for problems related to segmentation, detection, quantification, measurements, classification, etc.
• Demonstrated expertise in large-scale training, pre-training, prompt tuning, distillation, robustness, responsible AI, quantization, etc.
• Strong implementation experience with a variety of high-level languages (e.g. Python) and frameworks and tools such as DeepSpeed, HuggingFace, Megatron, PyTorch lightning, etc.
• Experience with high-dimensional imaging data and waveform/time-series data.
• A desire to be hands-on and help invent the future of next-gen AI in Healthcare!

Ajánlatunk

• Friendly, international team
• Your work is rewarded with complex benefits
• Hybrid or full remote working, HO support
• Soft-skill, professional and language training