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

United States Postal Service (USPS)

City Mail Carrier (CCA) Job at United States Postal Service (USPS)

 ...Postal Service, the second largest employer in the United States, is seeking dedicated individuals to join our dynamic team as City Mail Carriers. This role offers variety, comprehensive training, and numerous opportunities for career advancement. As a City Mail Carrier,... 

Alpine Physician Partners

Physician Internal Medicine - Competitive Salary Job at Alpine Physician Partners

Job Description Job Description: Wheat Ridge Internal Medicine is an independent and entrepreneurial-minded group practice of 4 physicians and 6 advanced practice providers seeking a Internal Medicine Physician to join an established primary care clinic. The...

MCI Careers

Call Center Representative (Blended) Job at MCI Careers

 ...fastest-growing tech-enabled business services companies in the USA, with a strong call center footprint and operations that extend across multiple countries. We deliver Customer Experience (CX), Business Process Outsourcing (BPO), and Anything-as-a-Service (XaaS) cloud... 

Hawaii State Department of Education

Puuhale Elementary - Preschool Special Education Teacher, 605314 (2025-03937) Job at Hawaii State Department of Education

 ...Preferred Qualifications: Valid Special Education license from the Hawaii Teacher Standards Board. Desired Experience: Special education classroom experience in a PK-2 school setting. Desired Knowledge: Plan and facilitate Individualized Education Plan (IEP... 

State of Indiana

Internal Auditor Job at State of Indiana

 ...tax types and annually process nearly $30 billion of tax revenue. We are a Top Workplace employer. Role Overview: The Internal Auditor performs independent and objective assurance and consulting activities designed to add value and improve DOR's operations....