Senior AI-ML Engineer
3 weeks ago
Mayo Clinic is a leading healthcare organization that values innovation and diversity. As an AI-ML Engineer, you will play a crucial role in developing and deploying AI solutions that enhance patient care and operational efficiency.
Key Responsibilities:
- Design, develop, and integrate AI-driven solutions that meet clinical needs and are integrated smoothly into clinical processes.
- Collaborate with a multidisciplinary team to understand user needs, workflows, and clinical requirements and assess feasibility.
- Establish evaluation methodologies and performance metrics to assess AI solutions' effectiveness, usability, and impact in real-world healthcare settings.
- Communicate complex findings in easily understandable terms to non-technical users.
- Oversee the engineering of systems crucial for developing and deploying AI solutions.
- Facilitate consistent and automated AI software solution development and releases through the design, testing, and maintenance of tools and associated CI/CD pipelines.
Requirements:
- Master's degree in engineering, computer science, mathematics, health science, or a related field with 4 years of experience, a bachelor's degree with 6 years of experience, or 10 years of experience with an HS Diploma/GED may be considered.
- Extensive experience applying AI and machine learning in production healthcare environments, showcasing an understanding of healthcare technology.
- Demonstrated leadership in managing complex projects, with a proven ability to navigate intricate project requirements and deliver successful outcomes.
- Demonstrated expertise in cloud infrastructure environment and software development tools.
- Experience working with large, complex, and heterogeneous data sets, preferably in healthcare.
- Familiarity with best practices in data engineering, data science, AI Engineering, and the MLOps communities.
Preferred Qualifications:
- D. in engineering, computer science, health science, or a related analytical/quantitative field.
- Strong expertise in AI/ML techniques and frameworks, such as deep learning, natural language processing, and Generative AI, with proficiency in tools like Python, TensorFlow, PyTorch, sci-kit-learn, Keras, etc.
- Knowledge of the healthcare domain, including clinical workflows, electronic health records, medical terminologies, regulatory requirements, and industry standards.
Work Environment:
- Full-time position with a preferred schedule of Monday - Friday, 8 a.m. to 5 p.m. Eastern Time.
- 100% remote role with the requirement to live within the US.
Mayo Clinic is an Equal Opportunity Employer
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