Algorithm Engineer
Beacon BiosignalsNeurotechnology company
Paris, FranceMid
General Catalyst
Casdin Capital
Data & AI
About the role
TL;DR
Develop and deploy AI algorithms for medical devices in precision medicine.
- •Beacon Biosignals is seeking a Machine Learning engineer to revolutionize precision medicine for the brain.
- •This role involves developing and deploying AI algorithms for at-home EEG platforms.
- •Key Responsibilities Lead the biosignal-based algorithm development lifecycle for medical devices.
- •Select and implement appropriate methods, including deep learning techniques.
- •Enhance internal ML tools to boost team efficiency and introduce new model architectures.
- •Spread and improve best practices for algorithm implementation, testing, and documentation.
- •Present results to stakeholders and assist clients in utilizing algorithms.
- •Requirements Over 4 years of industry experience in machine learning and deep learning, preferably in health sciences or regulated fields.
- •Experience with digital signal processing (DSP) and statistics.
- •Proficiency in PyTorch or other deep learning frameworks.
- •Familiarity with latest Deep Learning advances (Transformer/ViT, large scale modeling).
- •Adherence to best practices in software and ML engineering (testing, version control, CI/CD, etc.).
Required skills
PythonPyTorchscikit-learnDockerGitLinuxCI/CDComputer VisionNLP
Nice-to-have skills
TensorFlowAWSGoogle CloudAzureKubernetes
Domain expertise
healthtechbiotechdeeptech
Benefits & perks
equity, PTO, remote work
Tech stack
PythonPyTorchTensorFlowscikit-learnDockerGitLinuxAWSGoogle CloudAzureKubernetesCI/CDComputer VisionNLP