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Artificial Intelligence (Ai) Researcher For Healthcare Applications
Company | Hoskinson Health & Wellness Clinic |
Address | Gillette, WY, United States |
Employment type | FULL_TIME |
Salary | |
Category | Internet Publishing |
Expires | 2023-09-24 |
Posted at | 8 months ago |
Artificial Intelligence (AI) Researcher for Healthcare Operations
- Apply statistical and computational techniques to analyze healthcare data, extract meaningful insights, identify patterns, and discover novel associations.
- Collaborate with cross-functional teams, including clinicians, data scientists, engineers, and product managers, to define research objectives and develop AI-powered solutions.
- Collaborate with external partners, academic institutions, and research organizations to foster innovation and maintain a strong network within the AI research community.
- Design and implement AI algorithms, models, and frameworks that leverage large-scale healthcare datasets, such as electronic health records, medical images, genomics data, and wearable sensor data.
- Collect, preprocess, and curate healthcare data, ensuring data quality, privacy, and compliance with relevant regulations (e.g., HIPAA).
- Develop and optimize machine learning and deep learning models for tasks such as medical image analysis, disease prediction, treatment recommendation, and patient monitoring.
- Document research findings, write research papers, and contribute to scientific publications and conferences.
- Conduct research and stay up-to-date with the latest advancements in AI, machine learning, and deep learning, specifically in the context of healthcare applications.
- Evaluate and validate AI models using appropriate metrics and statistical methods, and iteratively refine them to achieve optimal performance.
- Stay informed about emerging trends, technologies, and regulatory requirements in AI and healthcare, and provide guidance on their application in our research projects.
- Excellent communication skills, both written and verbal, with the ability to present research findings effectively to both technical and non-technical stakeholders.
- Ability to work independently and collaboratively in a fast-paced, interdisciplinary environment, managing multiple projects and priorities.
- Strong analytical and problem-solving skills, with the ability to design and implement complex AI algorithms and models.
- Knowledge of ethical considerations and regulatory requirements related to AI in healthcare, such as privacy, data security, and compliance with healthcare regulations (e.g., HIPAA).
- Sound knowledge of machine learning techniques, including supervised and unsupervised learning, reinforcement learning, and Bayesian methods.
- Ph.D. or equivalent experience in computer science, artificial intelligence, machine learning, or a related field.
- Experience in working with large-scale datasets and distributed computing frameworks, such as Apache Spark or Hadoop.
- Proficiency in programming languages such as Python, R, or MATLAB, and experience with deep learning frameworks like TensorFlow, PyTorch, or Keras.
- Strong background in AI research, with a focus on healthcare applications, demonstrated through a track record of publications in top-tier conferences or journals.
- Familiarity with healthcare data sources, standards, and formats, such as electronic health records (EHR), medical imaging (DICOM), genomics data, and clinical trial data.
- Experience with natural language processing (NLP) techniques and language models for interpreting human language.
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