BCI Scientist: Neural Decoding & Real-Time ML

Noïa Labs; Paris; Hybrid; EUR 85,000 - 110,000; Full time

Job summary

Noïa Labs in Paris is seeking a BCI Scientist to lead neural decoding for a non-invasive brain–computer interface. You will identify stable brain-state markers and translate neuroscience insights into ML-ready approaches, spanning experimental design, signal analysis, decoding metrics, user studies, and collaboration with ML and product teams.

This hands-on role sits at the intersection of neuroscience and machine learning, requiring designing experiments, analyzing neural and behavioral data,

Qualifications

• 5+ years of experience in ML, computational neuroscience, or related field.
• Experience building ML models for time-series data.
• Experience with neural or physiological signals such as EEG, MEG, or related modalities.
• Strong experience with Python and ML frameworks (PyTorch, JAX, TensorFlow).
• Strong understanding of signal processing, statistics, model evaluation, and experimental design.
• Experience with personalization, transfer learning, few-shot learning, or online adaptation.
• Experience with real-time inference, edge deployment, or low-latency ML systems.
• Experience with MNE, Braindecode, scikit-learn, NumPy/SciPy, or similar tools.

Responsibilities

• Develop machine learning models for decoding neural and physiological time-series.
• Design experiments, benchmarks, and ablations to evaluate performance, robustness, latency, and generalisation.
• Study how models adapt across users, sessions, tasks, sensors, and contexts.
• Work with data-collection teams to define labels, tasks, and annotation protocols for training-ready neural data.
• Collaborate with ML engineers to turn promising methods into reliable training and inference workflows.

Skills

Machine learning

Time-series models

Python

PyTorch

JAX

TensorFlow

Signal processing

Experimental design

Personalization

Real-time inference

Edge deployment

MNE

Braindecode

scikit-learn

NumPy/SciPy

Tools

NumPy/SciPy

MNE

Braindecode

Job description

Noïa Labs in Paris is seeking a BCI Scientist to lead neural decoding for a non-invasive brain–computer interface. You will identify stable brain-state markers and translate neuroscience insights into ML-ready approaches, spanning experimental design, signal analysis, decoding metrics, user studies, and collaboration with ML and product teams.

This hands-on role sits at the intersection of neuroscience and machine learning, requiring designing experiments, analyzing neural and behavioral data,