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

CBH Cooperative

Assistant Location Manager Job at CBH Cooperative

Job Description Job Description Description: Position Description: This position will work closely with the Location Manager. Assistant Location Manager is responsible for accuracy and efficiency in all bookkeeping, accounting, and customer service needs, including...

Kitsap Regional Library

Library Assistant Job at Kitsap Regional Library

 ...Job Description Job Description Library Assistant (25 hr) Manchester *THIS POSITION IS AVAILABLE TO BARGAINING UNIT EMPLOYEES ONLY*...  ...Employees Association/UFCW local 365. QUALIFICATIONS AND EXPERIENCE Any combination of education and experience equivalent to graduation... 

Texas Children's Hospital

Anesthesia Technician I Job at Texas Children's Hospital

 ...Job Description We are searching for an Anesthesia Technician I -- someone who works well in a fast-paced setting. In this position, you will assist licensed anesthesia providers in the acquisition, preparation and application of the equipment and supplies required... 

SynergisticIT

Junior Python Developer - Entry Level Job at SynergisticIT

Job Opportunity At Synergisticit Synergisticit wants every candidate to know that the job market is challenging and to stand out, you need to have exceptional skills and technologies and that's where we come in to make sure you get the attention which you need. Position...

WillScot

Senior Manager of Search Engine Marketing Job at WillScot

 ...seeking a dynamic and experienced strategic SEM lead to manage our significant Paid Search Marketing budget. This role is responsible for developing and...  ...party agency leadership. Experience with multiple Search Engine platforms include both traditional search engines like...