AI/ML Engineer
Children's Healthcare of Atlanta7 days ago
Atlanta, GA, USAMid Level
Responsibilities
- Develop and optimize reproducible pipelines for model training, validation, and inference with data scientists, data engineers, and software engineers.
- Monitor and troubleshoot AI and ML systems for availability, performance, and reliability.
- Partner with clinical and business stakeholders to capture workflows and design AI solutions.
- Define technical standards and improve the organization’s machine learning development lifecycle.
- Lead code reviews and debugging sessions and mentor data scientists and analytics developers.
- Collaborate with enterprise architects and analytics platform leaders on the machine learning architecture roadmap.
- Support research and translational projects while following technical, quality, ethical AI, and regulatory standards.
- Participate in knowledge shares, seminars, research conferences, and online learning.
Requirements
- At least two years of experience in machine learning engineering, data science, or data engineering, including one year 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.
- Experience with production model infrastructure, including model validation, optimization, drift detection, versioning, deployment, and performance monitoring.
- Experience with machine learning libraries and frameworks such as scikit-learn, H2O, TensorFlow, PyTorch, or DataRobot.
- Knowledge of Python, SQL, PySpark, Scala, R, or Java for production-grade analytics and machine learning code.
- Knowledge of data structures, data modeling, API web services, machine learning pipelines, containerization, automation, CI/CD, unit testing, data validation, and source control.
- Familiarity with Azure, AWS, Google Cloud, Databricks, Snowflake, and Azure Machine Learning.
- Familiarity with electronic health records and business systems such as Epic, Cerner, and Workday, preferably in a HIPAA-regulated healthcare environment.
- Familiarity with open-source foundation large language models for domain-specific applications.
- Preferred experience includes healthcare data, Epic certifications or badges, and Azure certifications in data, AI, data science, or data engineering.
- Ability to document technical requirements, communicate with business partners and vendors, collaborate in agile iterative frameworks, and coach others.
- A master’s degree in a listed field or four years of industry experience may substitute for the master’s degree preference.
Benefits
- Regular, day-shift position working Monday through Friday from 8:00 AM to 5:00 PM.
- Primary work location is 1575 Northeast Expy NE.
- Children’s Healthcare of Atlanta states that it 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.