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Senior Research Engineer – Vision-Language Modeling for Radiology
@Floy
[Hiring] Senior Research Engineer – Vision-Language Modeling for Radiology @Floy
Feb 23, 2025 - Floy is hiring a remote Senior Research Engineer – Vision-Language Modeling for Radiology. 💸 Salary: unspecified. 📍Location: Worldwide.
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Role Description
We’re seeking a highly skilled and experienced ML Research Engineer with a proven track record in building advanced Vision-Language Models (VLMs) or Large Language Models (LLMs).
Floy is supporting radiologists by boosting their diagnostics efforts with unconventional AI products focused on overlooked diseases. You will join an R&D team dedicated to pushing the frontier of multimodal AI, from initial concept to clinical release. Publications and patents are highly encouraged and actively supported.
- Design, implement, and optimize cutting-edge Vision-Language and LLM architectures tailored for radiology reports.
- Generate IP by pushing beyond published SOTA in computer vision, medical imaging, and LLMs.
- Curate, preprocess, and manage complex radiological datasets (DICOM, NIFTI, etc.) at scale, ensuring reproducibility and regulatory compliance.
- Employ best practices in MLOps for seamless data pipelines, experiment tracking, and continuous model delivery.
- Remain up-to-date on the latest breakthroughs in multimodal learning, large-scale language modeling, and medical image processing.
- Translate emerging academic research into robust, real-world clinical applications.
- Lead cross-functional initiatives with radiologists, biologists, and software engineers, ensuring research is clinically relevant and deployed effectively.
- Mentor junior team members and foster a culture of scientific rigor, creativity, and relentless curiosity.
Qualifications
- PhD in Computer Science, Machine Learning, or a related field or Master’s with significant industry experience.
- Must have built, deployed, or significantly contributed to LLM or Vision-Language architectures in production (e.g., GPT-based models, BLIP, CLIP, RAG pipelines).
- Strong grasp of attention mechanisms, Transformers, and multimodal fusion methods.
- Proven expertise in Python with deep proficiency using PyTorch or TensorFlow.
- Solid understanding of distributed training, GPU acceleration, and HPC environments.
- Track record of peer-reviewed publications at renowned ML/CV/NLP conferences (NeurIPS, ICLR, ICML, CVPR, ICCV, ECCV, ACL, EMNLP, NAACL) or leading scientific journals.
- Experience working with large and uncleaned data.
- Strong written and verbal communication skills in English, capable of translating complex research.
Requirements
- Experience with volumetric medical imaging (CT/MRI) and biological contexts to interpret organ pathologies.
- Experience working with medical experts and medical background knowledge.
- Basic German skills to understand radiology reports.
- Exposure to data engineering and MLOps.
Benefits
- Pioneer medical AI to maximize human health.
- High-Impact Research: See your work transition from cutting-edge prototypes into life-saving clinical tools.
- Publication and Patent Opportunities: We encourage you to publish in top venues and generate patents that push the field forward.
- Collaborative Environment: Engage with a world-class team of ML engineers, radiologists, data scientists, and product managers.
- Mission-Driven Culture: Contribute to improving patient outcomes on conditions often overlooked by mainstream research.
- Remote team: We provide flexible remote team culture, company retreats and fair compensation.
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| 📍 | Be aware of the location restriction for this remote position: Worldwide |
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Back to Remote jobs >
Software Development
Software Development
|
Salary
💸
unspecified
|
Remote
Location
Worldwide
|
|
Job Type
full-time
|
Posted
Feb 23, 2025
|
️
| 📍 | Be aware of the location restriction for this remote position: Worldwide |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Senior Research Engineer – Vision-Language Modeling for Radiology
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