Machine Learning Engineer
2 days ago
The University of the Cumberlands seeks a skilled Machine Learning Engineer to join our innovative IT team. In this role, you will develop, deploy, and maintain machine learning models to support data-driven decision-making and enhance various institutional processes.
Key Responsibilities:- Design and develop machine learning models tailored to university data, including student information systems, learning management systems, and other institutional data sources.
- Extract, clean, and transform data from diverse sources to prepare it for model training and evaluation.
- Assess model performance using appropriate metrics and fine-tune hyperparameters to optimize accuracy and efficiency.
- Collaborate with academic and administrative units to identify opportunities for machine learning applications and understand specific requirements.
- Deploy and maintain machine learning models in production environments and monitor their performance over time.
- Generate insightful visualizations and reports to communicate model findings and predictions to non-technical stakeholders.
- Keep up-to-date with the latest advancements in machine learning, artificial intelligence, and related technologies.
- Write comprehensive documentation for models, processes, and workflows to ensure clarity and maintainability.
- Bachelor's degree in Computer Science, Data Science, Machine Learning, or a related field (Master's preferred).
- 3+ years' experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
- Proficiency in programming languages such as Python, R, and familiarity with SQL.
- Strong understanding of statistical analysis, data mining, and machine learning algorithms.
- Experience with cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies (e.g., Docker).
- Ability to communicate complex technical concepts to non-technical audiences.
- Strong analytical and problem-solving skills.
- Experience in higher education or related fields is a plus.
The University of the Cumberlands offers a collaborative environment and excellent benefits. To apply, please submit a resume and cover letter outlining your qualifications and interest in this position.
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