12 часов назад
Software Research Engineer (AI)
200 000 - 200 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Research Engineer (AI) (neural decoding and brain-computer interfaces): Enhancing neural decoding and multimodal models that translate endovascular BCI signals into reliable control and communication experiences with an accent on data-efficient learning, personalization, and real-time inference. Focus on building low-latency, stable decoders for assistive devices, integrating models into Apple and smart-home interfaces, and defining metrics for daily clinical use.
Location: Brooklyn, New York, United States
Salary: $200,000 annually
Company
develops endovascular brain-computer interfaces that restore and protect human agency for people living with severe paralysis.
What you will do
- Scale and optimize neural decoding and multimodal models built on endovascular BCI recordings.
- Fine-tune Chiral foundation models for control and communication tasks.
- Develop few-shot personalization, transfer learning, and calibration methods for small, non-stationary clinical datasets.
- Integrate decoders into native BCI experiences, including Apple's BCI Human Interface Device protocol, smart-home control, and assistive communication.
- Define and instrument metrics such as time-to-target, false-activation rate, error recovery, and effort per selection.
- Set technical direction for research projects and translate findings into tooling, publications, and evidence supporting clinical and regulatory programs.
Requirements
- Industry or research experience applying neural signals to real-world systems.
- Experience translating research concepts and devices into consumer products.
- Programming proficiency in Python, C++, or a similar language.
- Hands-on experience with PyTorch or an equivalent deep learning framework for training and inference.
- Bachelor's degree in Computer Science, Electrical Engineering, Biomedical Engineering, Neuroscience, or equivalent practical experience.
- Experience collaborating with research, engineering, clinical, or human-factors teams.
Nice to have
- Experience decoding neural or biomedical time series, including intracortical recordings, ECoG, EEG, or EMG, or prior BCI/BMI experience.
- Experience optimizing models under compute, memory, and power constraints.
- Experience with real-time or embedded inference, streaming pipelines, low-latency serving, or on-device deployment.
- Experience with NVIDIA Holoscan or comparable edge platforms.
- Experience deploying models into products or regulated medical devices, including IEC 62304, ISO 13485, or FDA software as a medical device.
Culture & Benefits
- Close collaboration with research scientists, software engineers, clinical research, and participant-facing teams.
- Work is connected directly to assistive communication and daily-use device experiences.
- Model decisions are evaluated against real-world user outcomes, not only offline accuracy.
- Research findings contribute to publications and clinical and regulatory evidence.
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