Job Opening: Machine Learning Expert
Job Summary:
We are seeking an experienced Machine Learning Engineer to join our team and contribute to the development of innovative AI solutions. The ideal candidate will have a strong background in machine learning, deep learning, and software development.
Key Responsibilities:
* Design and implement scalable deep learning algorithms for brain decoding initiatives.
* Collaborate with data scientists to pioneer research in generative modeling and representation learning.
* Identify bottlenecks in data processing pipelines and devise effective solutions to improve performance and reliability.
* Develop and maintain high-quality machine learning models using Python and PyTorch.
* Communicate and disseminate results through papers and conferences.
Required Skills and Qualifications:
* Degree in Computer Science, Statistics, Informatics, Physics, Math, Neuroscience, or another quantitative field.
* 3+ years of experience working in industry or research.
* Strong programming skills in Python, with experience in developing machine learning algorithms or infrastructure using Python and PyTorch.
* Experience in deep learning techniques such as supervised, semi-supervised, self-supervised learning, and/or generative modeling.
* Strong scientific background and ability to formulate and test novel hypotheses.
* Proficient in managing unstructured datasets with strong analytical skills.
* Demonstrated project management and organizational skills.
* Proven ability to support and collaborate with cross-functional teams.
Preferred Qualifications:
* PhD and research experience in a quantitative field.
* Scientific publications in top-tier AI and neuroscience conferences or peer-reviewed journals.
* Familiarity with deep learning libraries such as Pytorch, Huggingface, Transformers, Accelerator, and Diffuser.
* Hands-on experience in training and fine-tuning generative models.
* Experience with data and model visualization tools.
* Experience with non-invasive neural data or invasive neural recordings.