Senior Algorithm Engineer
Beacon BiosignalsNeurotechnology company
Paris, FranceSenior
General Catalyst
Casdin Capital
Data & AI
About the role
TL;DR
Develop and deploy machine learning models for biosignal analysis in brain health.
- •Beacon Biosignals is transforming precision medicine for the brain.
- •This role involves developing and deploying machine and deep learning models to analyze biosignal data for advancing therapy development.
- •Key Responsibilities Lead the biosignal-based algorithm development lifecycle from specifications to maintenance.
- •Select and implement appropriate methods, including deep learning, for various problems.
- •Enhance internal ML/DL tools to improve team efficiency and introduce new model architectures.
- •Ensure algorithm implementations are user-friendly, well-documented, and thoroughly tested.
- •Present results to stakeholders and assist them in utilizing algorithms.
- •Requirements 4+ years of industry experience in ML/DL, preferably in health sciences or regulated fields.
- •Experience with digital signal processing (DSP) and statistics.
- •Proficiency in PyTorch (preferred) 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).
Required skills
PythonPyTorchscikit-learnDockerGitLinuxComputer VisionNLP
Nice-to-have skills
TensorFlowAWSGoogle CloudAzure
Domain expertise
biotechhealthcaredeeptech
Benefits & perks
equity, PTO, remote work
Tech stack
PythonPyTorchTensorFlowscikit-learnDockerGitLinuxAWSGoogle CloudAzureComputer VisionNLP