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Eindhoven

    Senior Data Science/AI Engineer - Eindhoven, Nederland - Onera Health

    Onera Health
    Onera Health Eindhoven, Nederland

    4 dagen geleden

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    Beschrijving

    Job Description

    Onera Health is looking for a Senior Data Science/AI Engineer to complement our growing team. As a Senior Data Science/AI Engineer you will be instrumental and take the lead in analyzing large amounts of physiological patient data and in the definition of AI/ML algorithms for sleep physiological signal analysis.

    Onera

    Onera Health is a leader in transforming sleep medicine and remote monitoring. Their breakthrough diagnostic solutions and services are poised to help millions of people struggling with sleep-related ailments, while also impacting other medical fields by monitoring a variety of chronic conditions, ultimately improving the health and quality of life for patients around the world. The company's innovative solutions provide comprehensive sleep test data to physicians in a variety of clinical and non-clinical environments to optimize patient care and reduce healthcare costs.

    Key Responsibilities - What You'll Do

    • Design, develop, and test sleep analysis algorithms from physiological signals (mainly in python)
    • Deploy state-of-the-art AI/ML analytical algorithms and rule based algorithms using AWS and python
    • Create sound documentation for the solutions and algorithms
    • Work in compliance with company quality processes (ISO13485 and IEC for medical device development.
    • Keep abreast of state-of-the-art research, patents, and products in the field of AI/ML for sleep analysis. Determine and select best approaches for Onera
    • Analyze large amount of physiological data as well as other types of product data (e.g. logs, usage data)
    • You'll work in a team with software engineers developing and delivering to customers a digital sleep analysis software product
    • You'll write product level code (AI/ML modules) and bring the code to production
    • You'll regularly engage with stakeholders internal and external to help define and shape the algorithmic approach (e.g. clinicians, scientists, researchers)
    • You'll use your knowledge and observations about the data to define new data analysis approaches. Good product documentation as well as publications and/or patents are expected

    Requirements

    What You'll Bring

    • Masters, PhD or equivalent in quantitive field (Computer Science, Mathematics, Engineering, Statistics. Etc)
    • More than 5 years in data science and/or AI/ML engineering role (preferably in product development)
    • Solid knowledge of signal processing and feature extraction from physiological signals.
    • Experience in the interpretation of physiological signals
    • Excellent Python programming skills following best practices.
    • Experience with cloud deployment of AI/ML modules (AWS preferred), operational concepts (AI in the product lifecycle) is preferred.
    • Experience with AI/ML frameworks such as TensorFlow, Keras, PyTorch, etc.
    • Extensive working experience with machine learning evaluation metrics and best practices
    • Experience in data science scale and operational concepts (AI in the product lifecycle)
    • Experience working in an AGILE project / setting (e.g. Scrum, Kanban, etc)
    • Prior experience in medical software development for healthcare is a strong plus
    • You are passionate about data, AI and machine learning
    • You have excellent analytical, conceptual thinking and problem solving skills
    • You have a can-do attitude with curiosity and eagerness to learn
    • You are pro-active and focused on results with strong sense of responsibility and accountability

    Benefits

    What We Offer

    • Flexibility in work hours and work location (in a CET-compatible time zone)
    • Technical equipment to setup a home office
    • An open positive company culture, with a lot of team activities
    • Onera stock options
    • A competitive salary, including a 13th month, 25 holidays and the option to buy additional holidays

    Where We Are

    Torenallee 42-54, 5617 BD (Strijp-S), Eindhoven, Netherlands

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