Senior Engineer, AI/Machine Learning
Edwards Lifesciences
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Job Description
Designed as a long-term investment, the Pune Hub will advance newer digital capabilities such as automation, data, AI, and cloud, and will include roles spanning end user services, application development, and enterprise platform teams.
Together, these teams will help Edwards operate more efficiently
and accelerate innovation in support of our mission of advancing patient care.
How will you make an impact:
- Provide highly complex design, development and deployment of scalable and efficient AI/ML models both for prototyping purposes as well as for production deployment.
- Collaborate with cross-functional teams (data scientists, software engineers, product managers, business leads) to define requirements and ideate solutions using AI/ML frameworks.
- Participate in agile development processes, including sprint planning, daily stand-ups and demo prototypes or milestone updates when necessary
- Drive research and experimentation to explore new AI/ML techniques, tools, and frameworks.
- Build end-to-end data pipelines for collecting, processing, and analyzing large-scale datasets.
- Ensure code and model development are well-documented and follow best engineering practices.
- Improve and optimize the performance of models, ensuring robustness, scalability, and efficiency.
- Other incidental duties
- Bachelor's Degree in Engineering or technical field.
- 4 years experience in Software Development or Engineering demonstrably solid performance in a role working with cross-functional teams (within IT and/or within the business) on enterprise-level or complex/novel system implementations Required
- Proficiency in programming languages such as Python, Java, C++, or similar.
- Experience with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn, Keras, etc.).
- Strong understanding of machine learning algorithms, statistics, and data structures.
- Experience with cloud platforms such as AWS or Cloud Infrastructure services 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.
- Experience with deep learning techniques (e.g., CNNs, RNNs, GANs, etc.).
- Knowledge of data engineering practices and tools like Apache Kafka, Airflow, etc.
- Strong communication skills and the ability to work effectively in cross-functional teams.
- Excellent problem solving skills
- Strict attention to detail
- Ability to manage competing priorities in a fast paced environment
- Adhere to all company rules and requirements (e.g., pandemic protocols, Environmental Health & Safety rules) and take adequate control measures in preventing injuries to themselves and others as well as to the protection of environment and prevention of pollution under their span of influence/control
About The Company
Edwards Lifesciences
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
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