Machine Learning Scientist

irhythmtech; United States; Teletrabalho; USD 187 000 - 243 000; Tempo integral

Resumo da oferta

iRhythm Technologies seeks a Machine Learning Scientist to advance algorithms for ECG and biosignal data, applying ML/AI and signal processing to large labeled datasets to improve diagnostics and patient outcomes.

You will work at the intersection of ML, signal processing, and digital health, building scalable solutions with data scientists, software engineers and clinicians, translating research into production-ready medical device software.

Qualificações

• Deep expertise in ML, deep learning, statistical modeling, and time-series analysis.
• Experience with large-scale self-supervised learning, multimodal foundation models, representation learning, or generative AI techniques.
• Experience developing and training modern deep learning architectures using PyTorch or TensorFlow.
• Strong programming skills in Python and libraries such as numpy, scikit-learn, pandas, scipy.
• Experience working with large data sets and knowledge of SQL.
• Experience deploying ML solutions on cloud platforms (AWS, Azure, or GCP).
• Experience training large-scale deep learning models using distributed multi-node compute.

Responsabilidades

• Design, develop, validate, and optimize ML algorithms for biosignal data.
• Contribute to the ML platform and infrastructure powering diagnostic capabilities.
• Partner with data scientists, software engineers, and clinicians to productionize algorithms.
• Communicate findings to stakeholders via publications and conferences.

Conhecimentos

Machine learning

Time-series analysis

Statistical modeling

Self-supervised learning

Foundation models

Representation learning

Generative AI

PyTorch

TensorFlow

Python

NumPy

scikit-learn

Pandas

SciPy

SQL

Big data

AWS

Azure

GCP

Distributed training

Multi-node compute

Formação académica

MS or PhD in Computer Science, Electrical Engineering, Statistics or related field

Ferramentas

PyTorch

TensorFlow

Python

SQL

AWS

GCP

Descrição da oferta de emprego

Career-defining. Life-changing.

At iRhythm, you'll have the opportunity to grow your skills and your career while impacting the lives of people around the world. iRhythm is shaping a future where everyone, everywhere can access the best possible cardiac health solutions. Every day, we collaborate, create, and constantly reimagine what's possible. We think big and move fast, driven by our commitment to put patients first and improve lives. We need builders like you. Curious and innovative problem solvers looking for the chance to meaningfully shape the future of cardiac health, our company, and your career

About This Role:

iRhythm is seeking a Machine Learning Scientist to help advance the intelligence behind our diagnostic and biosignal platforms. In this role, you will apply advanced machine learning, artificial intelligence, and signal-processing techniques to one of the world's largest labeled ECG datasets, with more than 10 million records, to develop innovative algorithms that can enhance diagnostic capabilities and ultimately improve patient outcomes.

Working at the intersection of machine learning, physiological signal processing, and digital health, you will explore complex bio signal data, develop and validate novel approaches to algorithmic interpretation, and help translate cutting-edge research into scalable solutions for real-world healthcare applications. You will also contribute to the development of next-generation algorithms for analyzing physiological signals generated by wearable and connected health technologies, helping expand how iRhythm transforms continuous health data into meaningful clinical insights.

Essential Duties and Responsibilities:

• Design, develop, validate, and optimize machine learning algorithms for the analysis of biosignal data, including ECG and longitudinal health record data.
• Contribute to the development and evolution of the machine learning platform and infrastructure that powers iRhythm's diagnostic and insights capabilities.
• Partner with data scientists, software engineers, and clinical experts to translate research innovations into production-quality medical device algorithms.
• Communicate technical findings to cross-functional stakeholders, executive leadership, and external scientific audiences through publications and conference presentations.

Desired Experience and Qualifications:

• MS or PhD in Computer Science, Electrical Engineering, Statistics or a related quantitative field.
• Work Experience: Proven track record working in machine learning, AI, image/signal processing or related field.
• Experience developing algorithms for safety-critical systems, preferably within regulated industries such as medical devices, healthcare, aerospace, automotive, or robotics.

Desired Knowledge, Skills and Abilities:

• Deep expertise in machine learning, deep learning, statistical modeling, and time-series analysis.
• Experience with large-scale self-supervised learning, multimodal foundation models, representation learning, or generative AI techniques
• Experience developing and training modern deep learning architectures using frameworks such as PyTorch or TensorFlow.
• Strong programming skills in Python and familiarity with Python libraries such as numpy, scikit-learn, pandas, scipy, etc.
• Experience working with large data sets and knowledge of database languages such as SQL.
• Experience developing and deploying machine learning solutions on cloud platforms such as AWS, Azure, or GCP.
• Experience training large-scale deep learning models using distributed multi-node compute environments and optimizing performance at scale.

Location:

Remote - US

Actual compensation may vary depending on job-related factors including knowledge, skills, experience, and work location.

Estimated Pay Range

$187,000.00 - $243,000.00

As a part of our core values, we ensure an inclusive workforce. We welcome and celebrate people of all backgrounds, experiences, skills, and perspectives.

iRhythm Technologies, Inc. is an Equal Opportunity Employer. We will consider for employment all qualified applicants with arrest and conviction records in accordance with all applicable laws.

iRhythm provides reasonable accommodations for qualified individuals with disabilities in job application procedures, including those who may have any difficulty using our online system. If you need such an accommodation, you may contact us at [e-mail]

About iRhythm Technologies

iRhythm is a leading digital healthcare company that creates trusted solutions that detect, predict, and prevent disease. Combining wearable biosensors and cloud-based data analytics with powerful proprietary algorithms, iRhythm distills data from millions of heartbeats into clinically actionable information. Through a relentless focus on patient care, iRhythm's vision is to deliver better data, better insights, and better health for all.

Make iRhythm your path forward. Zio, the heart monitor that changed the game.

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