Innovation starts from the heart. At Edwards Lifesciences, we’re dedicated to developing ground-breaking technologies with a genuine impact on patients’ lives. At the core of this commitment is our investment in cutting-edge information technology. This supports our innovation and collaboration on a global scale, enabling our diverse teams to optimize both efficiency and success. As part of our IT team, your expertise and commitment will help facilitate our patient-focused mission by developing and enhancing technological solutions.
How you will make an impact:
- Participate in agile development processes, including sprint planning and daily stand-ups
- Collaborate with cross-functional teams (data scientists, software engineers, product managers, business leads) to define requirements and deliver high-quality ML solutions.
- Conduct demos to showcase progress and gather feedback.
- Conduct research on open-source tools and ML techniques relevant to the medical domain
- Design, implement, and optimize generative AI solutions (eg:, chatbots, content generators, code assistants).
- Lead the development and deployment of scalable and efficient ML models in production environments as well as fine tune large language models (LLMs).
- Drive research and experimentation to explore new ML techniques, tools, and frameworks.
- Build end-to-end data pipelines for collecting, processing, and analyzing large-scale datasets.
- Mentor junior engineers and contribute to the development of team processes and best practices.
- Stay up-to-date with the latest trends and advancements in machine learning and AI.
What you'll need (Requirements):
- Bachelor's or Master's degree in Computer Science, Data Science, Statistics, Mathematics, or related field (PhD is a plus).
- 5+ years of professional experience in machine learning engineering, with a strong focus on deploying machine learning models in production environments.
- Proficiency in programming languages such as Python, Java, C++, or similar.
- Experience with GenAI models (eg:, GPT, BERT, T5, DALL-E, Stable Diffusion)
- Experience with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn, Keras, etc.).
- Experience with prompt engineering and model fine tuning.
- Experience with cloud platforms such as AWS or Azure for model deployment and data storage.
- Familiarity with big data technologies like Hadoop, Spark, or similar tools is a plus.
- Solid experience with version control systems (Git) and agile development methodologies.
- Strong communication skills and the ability to work effectively in cross-functional teams.
What else we look for (Preferred) :
- Experience with deep learning techniques (e.g., CNNs, RNNs, GANs, etc.).
- Familiarity with MLOps and tools for model deployment and monitoring (e.g., MLflow, Kubeflow, Docker, Kubernetes).
- Expertise in natural language processing (NLP) or computer vision (CV) applications is a plus.
- Knowledge of data engineering practices and tools like Apache Kafka, Airflow, etc.
- Experience deploying models in production environments.
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What We Do
Edwards Lifesciences (NYSE: EW), is the global leader in patient-focused medical innovations for structural heart disease, as well as critical care and surgical monitoring. We thrive on discovery and expanding the boundaries of medical technology, serving patients in 100+ countries, with the help of our employees in areas including Clinical Affairs, Quality Engineering, Research & Development, Regulatory Affairs, Sales & Marketing, corporate functions and more. Our roots date back to 1958 when Miles Lowell Edwards, a retired engineer with a background in hydraulics and fuel pump operations, set out to build the first artificial heart. Edwards believed the heart could be mechanized and was encouraged by Dr. Albert Starr to focus on developing an artificial heart valve. After just two years, the first Starr-Edwards mitral valve was developed and successfully placed in a patient. This innovation spawned Edwards Laboratories. Miles’ fascination with healing the heart and helping patients with heart disease stemmed from his own experience with rheumatic fever as a teenager and continues to fuel our patient-first culture today. Today, we are as passionate about providing innovative solutions for people fighting cardiovascular disease as we have ever been. It's our Credo. It takes integrity, collaboration, innovation, and focus. We are leaders in the design and manufacture of tissue replacement heart valves and repair products as well as advanced hemodynamic monitoring. We partner with physicians to innovate products designed to help patients live longer, healthier, and more productive lives. Our work is both rewarding and a privilege. The importance of what we do defines our approach. We work together to create an environment where ideas can flourish and we provide our people with the resources, expertise and support to bring those ideas to life. For our legal terms and trademarks, please visit: https://www.edwards.com/legal/legal-terms
