About the Job
Join CASAngels, a leader in innovative
dental and biomedical technologies, as an AI Research Engineer. You will be at
the forefront of developing AI-driven solutions in healthcare, with a focus on
oral and dental care. By combining advanced machine learning techniques and
domain expertise, you will design, build, and deploy cutting-edge AI systems to
enhance precision medicine, improve diagnostics, and revolutionize treatment
planning. If you’re passionate about solving real-world challenges and shaping
the future of healthcare, this is the perfect role for you.
Key Responsibilities
- Utilize machine learning tools and techniques in healthcare,
with a focus on oral and dental applications. - Design and execute experiments for training, fine-tuning and evaluating
AI models. - Deploy AI models and develop APIs to interact with AI tools.
- Collaborate with data scientists to collect and annotate data,create structured datasets, and establish benchmarks for training and evaluating AI models.
Basic Requirements
- Master’s degree in Computer Science, Artificial Intelligence,Data Science, or related fields.
- Proficiency in Python programming, with experience in PyTorch.
- Foundational understanding of deep learning concepts (e.g.,CNNs, RNNs, LSTMs, Transformers).
- Experience in Natural Language Processing (NLP) and Computer Vision.
- Familiarity with large AI models (LLMs, VLLMs) and generative AI models like GPT-4, Qwen, LLaVa, and Llama.
- Hands-on experience with tools and frameworks such as HuggingFace, LangChain, LLamaIndex, LLamaFactory, and Ollama.
- Practical experience in hosting and deploying machine learning solutions, including training, fine-tuning, and inference.
Preferred Qualifications
- Proficiency in English for effective communication and collaboration.
- Research experience, including reading and writing research papers.
- Experience in web development for building and managing
applications for data collection and annotation.
此崗位屬于QM計(jì)劃領(lǐng)軍人才團(tuán)隊(duì),投遞的簡(jiǎn)歷請(qǐng)附一份英文簡(jiǎn)歷