Senior Machine Learning Engineer

Cincinnati Children's is a leading children's hospital focused on improving children's health. They are seeking a Senior Machine Learning Engineer to drive innovation in enterprise AI, lead complex ML projects, and collaborate with cross-functional teams to develop scalable solutions using advanced technologies.

Responsibilities:

• Implement ML standards, processes and best practices
• Collaborate with stakeholders to identify and plan for enterprise ML portfolio needs
• Guide ML team members on their deliverables and activities
• Translate complex requirements into well-scoped machine learning projects
• Develop machine learning applications according to requirements
• Ensure machine learning solutions are scalable to meet enterprise requirements
• Work closely with data scientists and data engineers to guide development of machine learning models
• Create metrics to continuously evaluate the performance of machine learning solutions
• Extend existing machine learning libraries and frameworks as needed
• Proficiency in machine learning models for classifications, decision trees, support vector machines and deep learning
• Strong understanding of probability and statistical models (generative and descriptive models)
• Advanced programming skills with Python C/C++, R, Java
• Experience with numerical and data science libraries (scikit-learn, Pandas, NumPy, kernlab, etc.)
• Experience with at least one major machine learning framework (TensorFlow, PyTorch, etc.)
• Knowledge of web technologies, such as HTML, CSS and JavaScript
• Experience in DevOps/MLOps
• Understanding of data structures, data modeling and software architecture
• Strong Knowledge of probability, statistics, and algorithms
• Ability to run experiments scientifically and analyze results using machine learning models
• Ability to effectively communicate technical concepts and results to technical and business audiences in a comprehensive manner
• Ability to collaborate effectively across multiple teams and stakeholders, including analytics teams, development teams, product management and operations
• Stay abreast of trends in AI/ML and identify action plan for CCHMC
• Execute own project tasks with urgency and to a high level of quality
• Communicate status clearly and effectively using departmental project management tools
• Follow time-tracking and other project management requirements
• Participate actively in project meetings, stand-ups, etc
• Serve as technical lead for moderately complex projects, collaborating with project managers to ensure project scope/risk/budget/etc. are adequately managed
• Lead project meetings and workgroups

Requirements:

• Bachelor's degree in computer science, statistics, economics or related fields
• 5+ years of work experience in a related job discipline
• Experience in other IT roles or functions such as quality assurance/testing, development, enterprise architecture, or project management
• Demonstrated the ability to manage large data science projects and various teams
• 3+ yrs of relevant project exp. in successfully launching, planning, executing ML projects
• Experience working on a project using Agile or iterative methods
• Specialization in ML, AI, cognitive science or data science
• A specialization in text analytics, image recognition, graph analysis OR other specialized ML techniques such as deep learning