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About Duke Health Technology Solutions
Pursue your passion for caring and innovation with Duke Heath Technology Solutions, which is dedicated to the transformation, development, and management of enterprise information technology solutions across Duke Health. By harnessing the power of innovative technologies like cloud computing and artificial intelligence — and pairing them with a forward-thinking approach — Duke Health Technology Solutions is revolutionizing the future of health care at Duke Health and beyond.
Job Description:
We are seeking a highly skilled and innovative AI Technical Developer to join our dynamic team. As an AI Technical Developer, you will play a pivotal role in the development, deployment, and optimization of artificial intelligence and machine learning solutions. You will work on cutting-edge AI projects, collaborating with cross-functional teams to deliver AI-driven solutions that drive business value and innovation.
Key Responsibilities:
1. AI Solution Development: Design, develop, and implement AI and machine learning solutions to address complex business problems, leveraging a variety of AI technologies and frameworks.
2. Data Preparation: Prepare and preprocess data for machine learning, including data cleaning, feature engineering, and data augmentation.
3. Algorithm Development: Develop and fine-tune machine learning algorithms, models, and neural networks to achieve desired accuracy and performance.
4. Model Training and Evaluation: Train machine learning models using large datasets, validate their performance, and fine-tune hyperparameters to optimize results.
5. Deployment: Deploy machine learning models into production environments, ensuring scalability, reliability, and real-time performance.
6. Continuous Improvement: Continuously monitor and improve the performance of AI models, applying updates, and retraining models as needed.
7. Collaboration: Collaborate with data scientists, software developers, and domain experts to define project requirements, understand business needs, and deliver AI solutions.
8. Research and Innovation: Stay current with the latest advancements in AI and machine learning technologies, experimenting with new techniques and tools to drive innovation.
9. Documentation: Create and maintain comprehensive documentation of AI models, code, and deployment processes for knowledge sharing and reference.
10. Security and Compliance: Ensure that AI solutions adhere to data security and privacy regulations, implementing robust security practices.
Qualifications:
1. Education: Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
2. Experience: Minimum of 3-5 years of hands-on experience in AI and machine learning development, with a proven track record of delivering AI solutions.
3. Technical Skills: Proficiency in AI and machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn. Strong programming skills in languages like Python or R.
4. Data Proficiency: Strong understanding of data manipulation, data preprocessing, and data visualization techniques.
5. Model Development: Experience in developing and optimizing machine learning models, including deep learning models.
6. Deployment Knowledge: Familiarity with deploying AI models in cloud environments or on edge devices.
7. Problem-Solving Skills: Excellent problem-solving abilities and analytical thinking, with the capacity to address complex technical challenges.
8. Collaboration: Strong teamwork and communication skills, with the ability to collaborate effectively with cross-functional teams.
9. Continuous Learning: A passion for staying updated with AI trends, attending conferences, and pursuing relevant certifications.
10. Ethical AI: Commitment to ethical AI practices and responsible AI development.
Duke is an Affirmative Action/Equal Opportunity Employer committed to providing employment opportunity without regard to an individual's age, color, disability, gender, gender expression, gender identity, genetic information, national origin, race, religion, sex, sexual orientation, or veteran status.
Duke aspires to create a community built on collaboration, innovation, creativity, and belonging. Our collective success depends on the robust exchange of ideas—an exchange that is best when the rich diversity of our perspectives, backgrounds, and experiences flourishes. To achieve this exchange, it is essential that all members of the community feel secure and welcome, that the contributions of all individuals are respected, and that all voices are heard. All members of our community have a responsibility to uphold these values.
Essential Physical Job Functions: Certain jobs at Duke University and Duke University Health System may include essentialjob functions that require specific physical and/or mental abilities. Additional information and provision for requests for reasonable accommodation will be provided by each hiring department.