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Carepath Technologies GmbH

<div><h1>We are Carepath Technologies</h1><p>Carepath Technologies GmbH is a Berlin-based venture developing a remote patient monitoring platform, aiding patients and physicians with their diagnoses and treatment of chronic pulmonary diseases such as asthma and COPD. <br> <br>Our vision is to be at the forefront of improving patient care in the home. We plan to use technology, specifically digital therapeutics and remote patient monitoring, to support physicians and health professionals to care for people in their own homes. This will aid in better disease management, improved rehabilitation and recovery rates for patients. Patient empowering will be one of our main goals – physically and mentally. <br> <br>We launched NELA as a platform to fulfil this vision. It combines the design of a unique symptom detection device and AI software developed by our team, to deliver quality patient symptom monitoring without the patient needing to engage or leave their home. </p><br><h1>What you will be doing</h1><p>We are looking for a committed Senior Machine Learning Engineer to support us in achieving our goals and making us even better as a team. As Senior Machine Learning Engineer you will be responsible for various research and development tasks. Your main responsibilities will be: <br></p><ul><li>Support ML/DL model training/validation/testing activity </li><li>Write custom Neural Network architectures taken from scientific papers </li><li>Writing model verification pipelines </li><li>integrating training/validation pipelines with experiment tracking framework (ML Flow) </li><li>Create meaningful visualisations of datasets </li><li>Report experiments results </li><li>collaborate with cross-functional team of clinicians and software engineers to design scalable solutions </li></ul> <br><h1>Skills you'll bring</h1><p>We want to work with smart, dynamic people working on the challenge of improving patient care with elegant technologies. Here are some of the skills we are looking for: <br></p><ul><li>Proven experience (&gt;2 years) in ML/ AI/related roles preferably in health tech </li><li>Working experience with Pytorch/TensorFLow/Keras/SCikit-learn </li><li>Strong programming in Python</li><li>In-depth understanding of AI algorithms and deep learning techniques and its scalable implementation </li><li>Version control system: Git/DVC </li></ul><strong>Our tech stack:</strong><strong> </strong><br><ul><li>Python (required) </li><li>One of the following Python frameworks: Django, Flask, FastAPI (nice to have) </li><li>At least one of the following orchestration tools: Docker swarm, Kubernetes (nice to have) </li><li>Knowledge of Linux-based OS (required) </li><li>Pytorch and/or Tensorflow (required) </li><li>previous experience with at least one cloud provider: Azure, AWS, GCP (required) </li><li>deep learning applied to computer vision / audio domain (required) </li><li>Terraform (nice to have) </li><li>PostgreSQL and/or MongoDB (nice to have) </li><li>UML (nice to have) </li><li>Good knowledge of embedded programming in C/C++ (nice to have) </li><li>Experience in firmware and embedded systems development (nice to have) </li></ul><br><br><h1>What we offer</h1><p></p><ul><li>A competitive salary and 30 days of paid vacation </li><li>A meaningful project which can change the world for many people suffering from diseases </li><li>Challenging and diversified position with a steep learning curve </li><li>Freedom to work from home or our modern office in the heart of Berlin </li><li>An empathetic and supportive company culture where your thoughts and needs are valid </li><li>Flat hierarchies and open mentality, where bringing in your own ideas is highly appreciated </li><li>Highly motivated and international team </li><li>Respect for your personal time </li></ul><br><h1>Are you interested?</h1><p>Please contact our HR Manager Stefanie Burns (stefanie.burns@carepathtech.de ) to learn more about this position. </p></div>

Senior Machine Learning Engineer

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