Senior Data Scientist

Job title:

Senior Data Scientist

Company:

Idoven

Job description

About usIDOVEN is a health tech startup seeking to prevent cardiac disease through AI. With our breakthrough AI-based electrocardiogram analysis platform, we work with physicians and healthcare leaders to enable early detection and diagnosis at scale.This is a unique opportunity. With the backing of the best investors in the industry, the European Innovation Council (EIC) and Horizon 2020 European Commission, you’ll have the responsibility and resources to shape the creation of a game-changing product that can save millions of lives.Our technology is recognized with the European Seal of Excellence, supported by EIT Health (a network of best-in-class health innovators backed by the EU), and received the Healthy Longevity Catalyst Award from the U.S. National Academy of Medicine. In 2021, we were awarded at South Summit as Most Disruptive Startup and Best Health Startup. We are one of the most promising European technology companies to watch.About the roleWe are seeking a highly motivated and innovative Deep Learning Specialist to lead the development and optimization of our AI-powered ECG analysis platform. This role demands deep expertise in deep learning modeling, with a proven ability to design and implement custom models from scratch. You will play a crucial part in advancing the state-of-the-art in cardiac diagnostics by exploring and implementing cutting-edge Deep Learning techniques.Responsibilities:

• Continuously research and evaluate emerging Deep Learning techniques, including but not limited to representation learning, self-supervised learning, generative models, and novel neural network architectures, to enhance our existing models and develop new ones.
• Analyze and improve the performance of existing Deep Learning models for ECG signal processing, focusing on enhancing accuracy, efficiency, and generalization capabilities.
• Implement techniques for data balancing and augmentation to improve the robustness and reliability of our models.
• Explore and apply model optimization techniques such as fine-tuning, distillation, and quantization to enhance efficiency and accuracy.
• Contribute to the automation of data cleaning, preprocessing, and model training pipelines to accelerate development cycles.
• Work closely with engineers and cardiologists to ensure the clinical relevance and accuracy of our AI solutions.

RequirementsDesired Qualifications:

• Master’s or PhD degree in a quantitative field with a focus on Deep Learning.
• 3+ years of hands-on experience in developing, optimizing, and deploying Deep Learning models in production environments.
• Strong understanding of signal processing techniques (e.g. audio or image processing)
• Experience with data balancing, model debugging, and performance optimization.
• Hands on experience with a range of Deep Learning techniques, such as representation learning, self-supervised learning, and generative models.
• Proficiency in TensorFlow or PyTorch.
• Proficiency in Python, NumPy, Scikit-learn, and Pandas.
• Excellent teamwork and collaboration skills, with the ability to contribute effectively within a team environment.
• Ability to work independently and proactively, proposing solutions and taking ownership of projects.
• Experience with code reviews, Git, and continuous integration practices.

Additional Skills

• Knowledge of cloud computing platforms and distributed training.
• Contributions to research publications or open-source projects in relevant fields.
• Experience with processing of ECG signals.

Benefits🚀 Be part of one of the most disruptive startups in HealthTech and AI and make a difference🏆 Personal and professional growth as part of a fast-growing, international team🎧No corners cut in having the best tech equipment to do your job🙋 Unlimited remote working environment, where you can choose to work from home and attend our Madrid office whenever you want to📚Learning and development opportunities and training budget💸 Flexible Remuneration👩🏻‍⚕️ Health Insurance🏋 Access to Wellhub (Gympass), empowering your physical and mental wellness!🌴 23 holidays, your birthday off, and December 24th and 31st half days to celebrate!😎 Regular team events and Thursday happy hoursAnd much more!At IDOVEN, we believe in hiring top talented people like you – ambitious, forward thinkers who want to make a difference in the world and have an impact.

Expected salary

Location

Madrid

Job date

Thu, 26 Dec 2024 23:51:25 GMT

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