Machine Learning Engineer Job at Keck Medicine of USC, Los Angeles, CA

cUdCQTljOUZNSHJyd21pQkp5bGZSallRZHc9PQ==
  • Keck Medicine of USC
  • Los Angeles, CA

Job Description

Requirements:

  • 3 or more years relevant Machine Learning Engineer Experience
  • Bachelor’s Degree computer science, artificial intelligence, informatics or closely related field
  • Masters preferred
  • Healthcare Expertise: Understanding of healthcare regulations and standards, and familiarity with Electronic Health Records (EHR) systems, including integrating machine learning models with these systems.

Job Description:

  • Production Deployment and Model Engineering: Proven experience in deploying and maintaining production-grade machine learning models, with real-time inference, scalability, and reliability.
  • Scalable ML Infrastructures: Proficiency in developing end-to-end scalable ML infrastructures using on-premise cloud platforms such as Amazon Web Services (AWS), Google Cloud Platform (GCP), or Azure.
  • Engineering Leadership: Ability to lead engineering efforts in creating and implementing methods and workflows for ML/GenAI model engineering, LLM advancements, and optimizing deployment frameworks while aligning with business strategic directions.
  • AI Pipeline Development: Experience in developing AI pipelines for various data processing needs, including data ingestion, preprocessing, and search and retrieval, ensuring solutions meet all technical and business requirements.
  • Collaboration: Demonstrated ability to collaborate with data scientists, data engineers, analytics teams, and DevOps teams to design and implement robust deployment pipelines for continuous improvement of machine learning models.
  • Continuous Integration/Continuous Deployment (CI/CD) Pipelines: Expertise in implementing and optimizing CI/CD pipelines for machine learning models, automating testing and deployment processes.
  • Monitoring and Logging: Competence in setting up monitoring and logging solutions to track model performance, system health, and anomalies, allowing for timely intervention and proactive maintenance.
  • Version Control: Experience implementing version control systems for machine learning models and associated code to track changes and facilitate collaboration.
  • Security and Compliance: Knowledge of ensuring machine learning systems meet security and compliance standards, including data protection and privacy regulations.
  • Documentation: Skill in maintaining clear and comprehensive documentation of ML Ops processes and configurations.

Preferred:

  • Proficiency in Containerization Technologies: Experience with Docker, Kubernetes, or similar tools.
  • Certification(s) in Machine Learning a plus

Job Tags

Similar Jobs

CONNECTICUT INSTITUTE FOR COMMUNITIES INC

Preschool Teacher Job at CONNECTICUT INSTITUTE FOR COMMUNITIES INC

Job Description Job Description Greater Norwalk Head Start / Early Learning Program seeks full-time Early Childhood Education Teacher. This position serves as the Lead Teacher in a classroom of 16 to 20 Head Start / Preschool (35-year-old) children. The position...

Valor Healthcare

Registered Nurse RN Job at Valor Healthcare

 ...Description Valor Healthcare is looking for a passionate Registered Nurse to join our team at the Williston Community Based Outpatient...  ...in the military as well as those who devote their careers to federal government service. We aim to deliver high-quality care in a way that... 

CloudHQ, LLC

Real Estate Development Manager Job at CloudHQ, LLC

 ...affiliate companies Cloud Capital, Dalian Development, and WindHQ. What The Role...  ...identify prospective sites with strong commercial potential Evaluate and secure high-value...  ...The Role A bachelors degree in Real Estate Development, Civil Engineering,... 

HumCap

Onsite Software Engineer (C# and C++) (Plano) Job at HumCap

 ...processing, loyalty rewards not applying). Logs analysis and troubleshooting. Role Overview Core Skills : Read and code in C++ and C# . Strong debugging skills. Plus: if they have Android development experience with C++ knowledge but NOT required... 

MD Anderson

Emergency Management Planner Job at MD Anderson

 ...Ideal candidate will have the following: Foundational knowledge in Emergency Management and Incident Command System Healthcare experience Project management Problem solving Communication Creativity skills (using tools like PowerPoint...