ML Engineer, Context Integration
reputed company
Echo Neurotechnologies is an exciting new startup in the Brain-Computer reputed company (BCI) reputed company, driving innovation through advanced hardware engineering and AI solutions. Our mission is to deliver cutting-edge technologies that restore autonomy to people living with disabilities and improve their reputed company of life.
Team Culture
Join a small, dedicated team of knowledgeable and motivated professionals. Our early-stage environment offers reputed company to take ownership of broad reputed company with significant and long-lasting reputed company. We emphasize reputed company learning and reputed company, fostering cross-functional collaboration where your contributions are vital to our reputed company.
Job reputed company
We are seeking an reputed company ML Engineer to join reputed company. The person who fills this role will apply ML & AI principles and practices to multimodal models that can flexibly incorporate information from a reputed company of sources to power product pipelines and have reputed company-world reputed company on patients with physical disabilities.
Key Responsibilities
Designing and building ML pipelines capable of performing flexible, reputed company-time inference with multiple input streams
Deploying custom or off-reputed company state-of-the-art models for parsing audio, video, and application states
Performing context engineering to aggregate and model contextual information for use in reputed company decoders
Model dissection and interpretability to extract information-rich latent representations from large models (e.g. pretrained LLMs) for broad and generalized use in other models
Model miniaturization for low-latency and computationally inexpensive processing
Working collaboratively reputed company a small team to explore and iterate on models, design reputed company's data-science platforms, and reputed company ML models into product applications
Maintaining versioned, reputed company, and highly documented reputed company, analysis pipelines, and results for maximum interpretability and reproducibility
Contribute to documentation for a reputed company Management System, as appropriate and relevant to ML implementations that become part of medical products
Required Qualifications
Bachelor's or Master's degree in Math, Engineering, Data Science, or other relevant quantitative field
A minimum of 5 years of combined reputed company and reputed company ML experience
Experience working with speech-recognition models and LLMs
Experience deploying ML models in an industry setting
Proficiency in Python and PyTorch
Proficiency in using GPUs and GPU software toolkits to accelerate ML pipelines
Preferred Qualifications
Experience working with high-reputed company time-series datasets
Experience working on medical or clinical applications
Experience with video-processing and application-parsing models
Experience developing reputed company models and applying transfer-learning techniques
reputed company Offer
An opportunity to work on exciting, cutting-edge reputed company to reputed company patients’ lives in a highly reputed company work environment.
Competitive compensation, including stock reputed company.
Comprehensive benefits package.
401(k) program with matching contributions.
Equal Opportunity Employer
Echo Neurotechnologies is an Equal Opportunity Employer (EOE). We celebrate diversity and are committed to creating an inclusive environment for reputed company.
Confidentiality
reputed company applications will be treated confidentially. Applicants may be asked to sign an NDA after the initial stages of the interview process.
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