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

Advocate Aurora Health

Research Assistant, Public Health-Social Sciences Job at Advocate Aurora Health

 ...Department: 85043 Wake Forest University Health Sciences - Academic Public Health Sciences: Social Sciences Status: Full time Benefits Eligible...  ...of the assigned project(s). This position combines research management and academic research skills. This classification... 

Minnesota Pollution Control Agency

Stream Student Worker Senior - Student Worker Para Prof Sr Job at Minnesota Pollution Control Agency

Working Title: Stream Student Worker Senior Job Class: Student Worker Para Professional Senior Agency: Pollution Control Agency Job ID : 90340 Location : Brainerd Telework Eligible : No Full/Part Time : Full-Time Regular/Temporary : Limited ...

Outlier AI

Mechanical Engineer (Remote) Job at Outlier AI

Job Description Join a global community of talented professionals to shape the future of AI. Earn up to $15 USD/hr and additional rewards based on quality of submission. \n Outlier is committed to improving the intelligence & safety of AI models. Owned and operated...

Merjent

Archaeology Field Technicians Job at Merjent

 ...Job Description Job Description position summary Merjent, Inc. (Merjent) has an immediate need for archaeological field technicians to provide technical support to professional archaeologists. Archaeological technicians will utilize a basic understanding of anthropological... 

Modifying Behavior LLC

Registered Behavior Technician/Behavior Technician Job at Modifying Behavior LLC

 ...individuals who are passionate about helping others and making a difference in their lives. Job details: As an RBT, or Registered Behavior Technician, or a BT, Behavior Technician you would be working with individuals with autism on daily living skills, communication,...