Senior ML Engineer

Reposted 13 Days Ago
Hiring Remotely in Bethesda, MD
In-Office or Remote
Senior level
Healthtech
The Role
The Senior ML Engineer will develop ML algorithms, design models for real-time problems, conduct data analysis, and participate in SDLC, focusing on security and maintainability.
Summary Generated by Built In
Company Description

HarmonEyes unleashes the power of eye-tracking & AI in two revolutionary ways:

  1. Identify & predict the state of a person based on eye movements in real-time & deliver appropriate interventions to improve user experience and performance -> fatigue, cognitive load, motion sickness, reading comprehension and more.
  2. Universal compatibility for all eye-tracking sensors via an automated conversion engine -> build to a single, common eye-tracking data format without constant revalidation for new devices or firmware updates.

Deployed via SDK plug-in on any device: VR/AR – Automotive/Aviation – Tablets/Phones - Monitors

Additional Information

Your Role

As a senior ML engineer, you will perform a wide range of machine learning and data science tasks including:

Develop new ML algorithms: Use advanced ML algorithms and techniques to maximize our predictive capacity

Architecting models: design models to solve complex real-time problems

Quick iteration on Model Development: Quickly test and verify new ideas, and be able to come up with new ideas when they fail

Data exploration and analysis: perform in-depth analysis of our data to contextualize the machine learning

Design and documentation: perform detailed technical design for new products/features and documentation of architecture and code.

SDLC: be an active part of the development lifecycle. Collaborate with team members, perform code reviews, and improve CI/CD process.

Security, Quality, and Maintainability: ability to look at current codebase and understand measures beyond the functional requirements that produce a highly polished product.

 

Must Have Skills

• Foundational knowledge of machine learning techniques and concepts

• 5+ years of developing machine learning algorithms and architecting models

• Ability to design models and algorithms for different production environments (edge devices, cloud, CPU, GPU, etc.)

• Fluent in Python and SQL

• Deep understanding of common ML APIs/Frameworks: pytorch, tensorflow, scikit

• Knowledge of data orchestration tools such (airflow, cosmos, dagster, etc.)

 

Nice-to-have-skills:

• Knowledge of MLOps building on AWS

• Data Engineering and database management

• Familiarity with Docker and containerization

• Experience with sensor data, preferably eye-tracking

• C++ and C#

• Experience with Generative AI (LLMs, MCP, Agential orchestration)

 

This position reports directly to the Chief Product Officer. If you have a passion for learning

and applying new software patterns and technology to solve problems, please apply. The

ideal candidate should be a technologist and life-long student.

 

Please apply with:

1. Resume

2. GitHub profile/portfolio

 

 

Top Skills

Airflow
AWS
C#
C++
Cosmos
Dagster
Docker
Python
PyTorch
Scikit
SQL
TensorFlow
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The Company
Bethesda, MD
22 Employees
Year Founded: 2012

What We Do

Life is not static -- 20/20 vision is not enough. Life’s most essential activities require dynamic vision skills such as vision tracking, eye teaming, and more.

RightEye leverages proven scientific research and a patented cloud-based software platform to uncover, illustrate, and improve eye movement impairments. RightEye’s eye-tracking platform aids in the early and accurate detection of issues such as concussion, traumatic brain injury, autism, reading, general eye health, sports vision, and Parkinson’s disease, and other movement disorders.

By making health and vision care more accessible, affordable, and effective, RightEye can better outcomes, lower costs and improve health.

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