Job Information
Edwards Lifesciences Principal Developer, IT, AI in Irvine, California
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.
As an Artificial Intelligence (AI) developer, you’ll be responsible for developing and deploying innovative generative models for various domains, such as text, speech, image, or video. This role requires understanding business problems and designing AI models that help solve them. The AI Developer will also be responsible for optimizing AI algorithms for scalability and performance. Your work will enhance patient care, accelerate clinical trials, and boost manufacturing productivity through technology. We’re seeking candidates with an extensive background in AI development. Local candidates preferred, but not required; travel will be based on business needs.
How you’ll make an impact:
Design and develop AI, machine learning models, and neural networks to solve specific business problems.
Design and implement AI Applications and integrate them between different systems to enable AI cross application use cases.
Work with state-of-the-art deep learning frameworks and tools, such as PyTorch, TensorFlow, GPT-3, DALL-E, etc., and leverage large-scale healthcare datasets and compute resources to create novel and realistic content.
Design and implement effective prompts and fine-tuning strategies to guide and control the output of your generative models, and ensure that they are consistent, coherent, and relevant to the intended use cases.
Collaborate with developers, researchers, and product managers to understand the requirements and specifications of different generative applications and deliver high-quality solutions that meet or exceed expectations.
Conduct experiments, analyze results, and report on the performance and limitations of your models, as well as suggest improvements and new directions for future research and development.
Manage and preprocess data for machine learning model training.
Monitor and improve the performance of existing AI systems.
Keep abreast of developments in the field of AI and introduce modern technologies where applicable.
What you’ll need (required)
Bachelor's Degree + 8 years’ experience in IT with 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.
Proven experience as an AI Developer or similar role.
Proficiency in programming languages like Python, Java, and R.
Strong data engineering skills with technologies like Spark, Airflow, Kafka, and data warehouses.
Experience with cloud infrastructure providers (e.g., AWS, Azure, GCP), and high-quality software applications (e.g., well-designed APIs, efficient algorithms, secure coding practices).
What else we look for (Preferred):
Strong critical thinking skills and ability to design and implement AI models.
Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn).
Excellent communication skills with the ability to explain complex concepts to non-technical stakeholders.
Knowledge of healthcare data standards. Relevant industry experience (e.g., medical device, pharmaceuticals, etc.) or in highly regulated environments
Excellent analytical, detail-oriented, organized and information-seeking skills.
Experience and training in the specific technologies that will be used for development.
Extensive knowledge and understanding of computer science fundamentals.
Extensive troubleshooting/debugging skills
Aligning our overall business objectives with performance, we offer competitive salaries, performance-based incentives, and a wide variety of benefits programs to address the diverse individual needs of our employees and their families.
For California, the base pay range for this position is $115,000 to $163,000 (highly experienced).
The pay for the successful candidate will depend on various factors (e.g., qualifications, education, prior experience). Applications will be accepted while this position is posted on our Careers website.
Edwards is an Equal Opportunity/Affirmative Action employer including protected Veterans and individuals with disabilities.
COVID Vaccination Requirement
Edwards is committed to protecting our vulnerable patients and the healthcare providers who are treating them. As such, all patient-facing and in-hospital positions require COVID-19 vaccination. If hired into a covered role, as a condition of employment, you will be required to submit proof that you have been vaccinated for COVID-19, unless you request and are granted a medical or religious accommodation for exemption from the vaccination requirement. This vaccination requirement does not apply in locations where it is prohibited by law to impose vaccination.
Edwards Lifesciences is the global leader in patient-focused medical innovations for structural heart disease, as well as critical care and surgical monitoring. Driven by a passion to help patients, the company collaborates with the world's leading clinicians and researchers to address unmet healthcare needs, working to improve patient outcomes and enhance lives. Headquartered in Irvine, California, Edwards Lifesciences has extensive operations in North America, Europe, Japan, Latin America and Asia and currently employs over 15,000 individuals worldwide.
For us, helping patients is not a slogan - it's our life's work. From developing devices that replace or repair a diseased heart valve to creating new technologies that monitor vital signs in the critical care setting, we focus on helping patients regain and improve the quality of their life.