Talent.com
Machine Learning Engineer

Machine Learning Engineer

Metric BioSonoma, CA, US
job_description.job_card.variable_days_ago
serp_jobs.job_preview.job_type
  • serp_jobs.job_card.full_time
job_description.job_card.job_description

Job Description

Metric Bio is recruiting on behalf of a San Francisco–based digital health company that is building an AI-powered platform to transform patient care and healthcare delivery. We are seeking a Machine Learning Engineer who is passionate about applying advanced ML techniques to solve complex challenges in healthcare. This is an opportunity to work on a modern stack with a team that values hands-on technical depth, collaboration, and mission-driven impact.

Responsibilities :

  • Design, train, and optimize machine learning models for healthcare applications, including natural language processing, patient risk scoring, and workflow automation.
  • Develop and maintain production-grade ML pipelines using MLOps tools (MLflow, Kubeflow, SageMaker, or similar).
  • Collaborate with software engineers, data scientists, and clinicians to integrate ML models into scalable production systems.
  • Contribute hands-on to engineering across the company’s technical stack : Python / Django, Vue, Kubernetes, and GCP.
  • Ensure reliability, fairness, and compliance of models with healthcare standards (HIPAA, HITRUST).
  • Participate in code reviews, pair programming, and architecture discussions as part of a collaborative engineering culture.

Qualifications :

  • 3–6 years of experience as a Machine Learning Engineer, Applied ML Scientist, or related role.
  • Strong programming skills in Python and deep familiarity with frameworks such as TensorFlow, PyTorch, and Scikit-learn.
  • Hands-on experience deploying ML models into production environments.
  • Cloud expertise, ideally with GCP; Kubernetes and containerization experience preferred.
  • Knowledge of healthcare data formats (FHIR, HL7) or experience with digital health systems strongly preferred.
  • Excellent communication and problem-solving skills, with the ability to collaborate across technical and clinical teams.
  • Passion for leveraging AI to improve patient outcomes and healthcare delivery.
    • serp_jobs.job_alerts.create_a_job

    Machine Learning Engineer • Sonoma, CA, US

    Job_description.internal_linking.related_jobs
    • serp_jobs.job_card.promoted
    Machine Learning Engineer

    Machine Learning Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Machine Learning Engineer (Contract).Key Responsibilities Develop and implement machine learning models and algorithms for business solutions Collaborate with data sci...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Senior Lead Machine Learning Engineer

    Senior Lead Machine Learning Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Senior Lead Machine Learning Engineer to lead the design and delivery of AI-powered intelligence systems. Responsibilities Design and implement infrastructure for agenti...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_1_day
    • serp_jobs.job_card.promoted
    Data Science Engineer

    Data Science Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Data Science Engineer to implement data science and machine learning solutions.Key Responsibilities Collaborate with teams to understand business requirements and impro...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Staff Machine Learning Engineer to design, build, and deploy advanced AI systems for financial technology applications. Key Responsibilities Develop and fine-tune large ...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    ML Ops Engineer

    ML Ops Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an ML Ops Engineer to join their AI infrastructure team.Key Responsibilities Architect, implement, and maintain end-to-end ML pipelines Automate model training and deplo...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    • serp_jobs.job_card.new
    Senior ML Ops Engineer

    Senior ML Ops Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Senior ML Ops Engineer to join their AI infrastructure team.Key Responsibilities Architect, implement, and maintain end-to-end ML pipelines for data ingestion, training...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_hours
    • serp_jobs.job_card.promoted
    Principal AI / ML Developer

    Principal AI / ML Developer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Principal Software AI / ML Developer.Key Responsibilities Architect and implement scalable applications using large language models (LLMs) and develop effective retrieval...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_1_day
    • serp_jobs.job_card.promoted
    Mid-Level Detection Engineer

    Mid-Level Detection Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Detection Engineer (Mid-Level) to join their team remotely.Key Responsibilities Develop custom detection logic across SIEM, EDR, and other security tools Leverage thre...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_1_day
    • serp_jobs.job_card.promoted
    Data Engineer (AI / ML)

    Data Engineer (AI / ML)

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Data Engineer (AI / ML) 2 to support the Generative AI for Forms SBIR project by designing and maintaining data infrastructure for AI applications.Key Responsibilities De...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Principal Software AI / ML Developer

    Principal Software AI / ML Developer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Remote Principal Software AI / ML Developer.Key Responsibilities Architect and implement scalable applications using large language models (LLMs) and develop effective re...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_1_day
    • serp_jobs.job_card.promoted
    Software Engineer, Molecular Data

    Software Engineer, Molecular Data

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Software Engineer, Molecular Data.Key Responsibilities Build, maintain, and improve statistical data pipelines for the computational platform Design, develop, and depl...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    AI Software Engineer

    AI Software Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an AI Software Engineer to lead the development of AI and ML solutions.Key Responsibilities Contribute to prototype efforts and deliver production-ready features with hig...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Manager of Applied Machine Learning

    Manager of Applied Machine Learning

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Manager, Applied Machine Learning.Key Responsibilities Lead a team of machine learning scientists and engineers to design, develop, and deliver scalable ML solutions O...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_1_day
    • serp_jobs.job_card.promoted
    Senior AI / ML Engineer

    Senior AI / ML Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Staff Software Engineer - AI / ML, GenAI.Key Responsibilities Design, build, and deploy AI / ML models and solutions using Python and other scripting languages Develop and...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Deep Learning Scientist

    Deep Learning Scientist

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Deep Learning Scientist, AI Safety.Key Responsibilities Develop datasets and models for training and evaluating systems for Content Safety and ML Fairness Research and...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
    • serp_jobs.job_card.promoted
    Applied Machine Learning Engineer

    Applied Machine Learning Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for an Applied Machine Learning Engineer, Circuit Design - New College Grad 2025.Key Responsibilities Collaborate with a multi-functional team on Pre-silicon and Post Silicon...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Senior Machine Learning Scientist

    Senior Machine Learning Scientist

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Senior Applied Machine Learning Scientist.Key Responsibilities Lead the design, development, and deployment of scalable ML solutions to influence business decisions Ma...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Senior Machine Learning Engineer to join their Data Science team.Key Responsibilities : Design, build, and deploy end-to-end machine learning systems and data pipelines ...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30
    • serp_jobs.job_card.promoted
    Senior AI / ML Developer

    Senior AI / ML Developer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Senior AI / ML Developer to design, build, and deploy AI solutions in a remote setting.Key Responsibilities Design and develop features in AI-driven applications using Py...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_1_day
    • serp_jobs.job_card.promoted
    • serp_jobs.job_card.new
    Medical NLP Engineer

    Medical NLP Engineer

    VirtualVocationsConcord, California, United States
    serp_jobs.job_card.full_time
    A company is looking for a Machine Learning Engineer focused on Medical NLP.Key Responsibilities : Develop machine learning models for medical document processing and clinical text analysis Imple...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_hours