AI/ML Machine Learning Engineer
Children's Healthcare of Atlanta5 days ago
Atlanta, GA, USAMid Level
Responsibilities
- Develop and optimize reproducible pipelines for model training, validation, and inference.
- Deploy, monitor, troubleshoot, and maintain AI and ML systems for availability, performance, and reliability.
- Partner with clinicians, subject matter experts, researchers, data scientists, data engineers, software engineers, and business stakeholders to design AI solutions.
- Define technical standards and improve the organization’s model development lifecycle while reducing unnecessary complexity.
- Lead code reviews and debugging sessions and mentor data scientists and analytics developers.
- Collaborate with technical leaders to maintain the machine learning architecture roadmap.
- Support translational research projects while ensuring technical standards and regulatory compliance.
- Contribute to internal knowledge shares, seminars, research conferences, and online learning.
Requirements
- At least two years of experience in a machine learning engineering, data science, or data engineering role.
- At least one year of experience implementing machine learning algorithms in production or applying software development lifecycle principles to analytics.
- Bachelor’s degree in Information Systems, Data Science, Machine Learning, Computer Science, Industrial Engineering, or Analytics.
- Knowledge of Python, SQL, PySpark, Scala, and software architecture including API web services.
- Experience or familiarity with machine learning model training, inference, pipelines, monitoring, data validation, containerization, automation, and source control.
- Preferred experience with scikit-learn, H2O, TensorFlow, PyTorch, DataRobot, healthcare data, HIPAA-regulated environments, and model lifecycle infrastructure.
- Preferred familiarity with Epic, Cerner, Workday, Azure, AWS, Google Cloud, Databricks, Snowflake, and Azure ML.
- Preferred Epic certifications or badges in Cogito, Cognitive Computing Platform, Chronicles, and Interconnect, or Azure certifications in data, AI, data science, or data engineering.
- Master’s degree in a relevant field or four years of industry experience in lieu of a master’s degree.
- Ability to document technical work, communicate requirements, collaborate in shared coding environments, and coach others in agile iterative frameworks.
Benefits
- Regular, day-shift position.
- Work location is listed at 1575 Northeast Expy NE.
- Children’s Healthcare of Atlanta is an equal opportunity employer.
Tech Stack
Categories
About Children's Healthcare of Atlanta
Children’s Healthcare of Atlanta is a nonprofit pediatric healthcare system providing inpatient, outpatient, emergency, and specialty care for children across Georgia. Headquartered in Atlanta, it operates three hospitals, urgent care centers, and programs such as the Marcus Autism Center and Center for Advanced Pediatrics, with about 800 licensed beds. It is the only freestanding pediatric healthcare system in Georgia and is funded through clinical services, insurance reimbursements, and philanthropy.