Senior ML Engineer

Company Overview

Echo Neurotechnologies is an exciting new startup in the Brain-Computer Interface (BCI) space, 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 quality of life.

Team Culture

Join a small, dedicated team of knowledgeable and motivated professionals. Our early-stage environment offers the opportunity to take ownership of broad decisions with significant and long-lasting impact. We emphasize continuous learning and growth, fostering cross-functional collaboration where your contributions are vital to our success.

Job Description

We are seeking an experienced Senior Machine-Learning (ML) Engineer to join our growing team. The person who fills this role will apply ML principles and practices to large datasets of time-series data and associated metadata to create decoding models and discover new

insights, all as part of a larger goal to empower individuals with severe physical disabilities to control a computer and communicate effectively with others.

Key Responsibilities

• Design and create state-of-the-art ML models for translating time-series data into control signals for a computer and for communication
• Perform feature engineering on existing and future data to discover richer representations of the datasets
• Ensure robustness of the decoding models and pipeline for product deployment in real-world scenarios
• Incorporate existing advanced AI tools (e.g. LLMs) into research workflows
• Assist in designing cloud-based ML systems and data structures for large-scale operational pipelines and data-science platforms
• Working collaboratively within a small team to address ML needs of the products, including assisting in the integration of ML models into product applications
• Working independently to achieve ML milestones in a timely fashion without being micro-managed
• Follow proper coding practices to create and maintain reproducible, clear, and highly documented code• Contribute to documentation for a Quality Management System, as appropriate and relevant to ML implementations that become part of medical products

Ideal Candidate

• Has extensive experience and can demonstrate proficiency in ML applications, particularly those involving time-series data
• Has worked on projects related to medical or clinical applications
• Is highly motivated to work on fast-paced projects that will positively impact patient quality of life
• Can communicate clearly and effectively and enjoys working closely as part of a small team

Required Qualifications

• Bachelor's or Master's degree in Math, Engineering, Data Science, or other relevant quantitative fields
• Minimum of 5 years of combined academic and professional ML experience
• Proficiency in Python and either tensorflow or pytorch (pytorch is preferred)
• Proficiency in using GPUs and GPU software toolkits to accelerate ML pipelines

Preferred Qualifications

• PhD in a relevant quantitative field
• Both academic and industry ML experience
• Publication history in ML-related academic projects
• Experience working with time-series data from human participants or other physiological time-series data

Salary

$170,000—$220,000 USD

What We Offer

• An opportunity to work on exciting, cutting-edge projects to transform patients’ lives in a highly collaborative work environment.

• Competitive compensation, including stock options.

• 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 all employees.

Confidentiality

All applications will be treated confidentially. Applicants may be asked to sign an NDA after the initial stages of the interview process.