Senior Data Science/AI Engineer

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 62304) 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

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