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Consulting Services & Project/Program Management (Non-IT)

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SSD Sr Machine Learning Engineer

Location: San Diego, CA Additional Locations:
Job Number: 833817 Date posted: 10/10/2019
Description:
Machine Learning Engineer will provide technical direction, execution and support of machine learning strategies for the SCPMG Medical informatics group. The position entails designing and implementing data pipelining, integration, and optimization of machine learning models to address healthcare's triple aim: to improve the health of populations, to lower the cost of care, and to enhance the care experience.

Essential Responsibilities:
  • Use statistical and machine learning techniques to develop and improve clinical decision support tools
  • Design and develop data pipelines for machine learning applications
  • Optimize machine learning models to scale in real-time streaming applications
  • Integrate and deploy machine learning components in a production environment
  • Work closely with machine learning scientists, physicians, and other stakeholders
  • Lead small/sub-project efforts and provides visibility into team accomplishments to other departments/groups.
  • Reviews and provides practical feedback on group products and procedures.
  • Provides technical feedback on team members' work.
  • Mentors team members acquiring new skills.
  • Seeks out open-source software packages or existing software code that can be reused or applied to assigned tasks.
  • Defines the logic, performs coding, tests, and debugs system components.
  • Develops and enforces current programming standards and change management.
  • Independently develop and modify testing components/scripts to support required functions.
  • Guide and help lower level developers in test-driven development (TDD) design/implementation.
  • Work with subject matter experts (SME) and senior developers to develop comprehensive testing plan/modules for self-developed software components.
  • Produces/archives process related artifacts such as design documents, test plans, wikis, and code review forms.
  • Deploys developed products to project environments.
  • Basic Qualifications:
    Experience
  • Minimum six (6) years of programming or technical related experience.
  • Education
  • B.S. in computer science, informatics, physics, mathematics, engineering or related fields.
  • License, Certification, Registration
  • N/A

  • Additional Requirements:
  • Familiarity with Python and Java, expert in at least one of the two
  • Experience with pipelining, workflow, and orchestration tools such as Apache Airflow, MLFlow, Kuberflow
  • Experience with deep learning frameworks (e.g. Tensorflow)
  • Experience with SQL
  • Experience with source control tools for both code and models/data
  • Familiarity with classification and regression algorithms

  • Preferred Qualifications:
  • Demonstrated experience in Natural Language Processing
  • Demonstrated experience with machine learning integration and deployment in production environments
  • Demonstrated experience with Tensorflow Serving
  • M.S. in computer science, informatics, physics, mathematics, engineering or related fields.
  • Familiarity with C++/CUDA
  • Familiarity with healthcare terminology
  • Primary Location: California,San Diego,El Camino Real Administration Scheduled Weekly Hours: 40 Shift: Day Workdays: Mon, Tue, Wed, Thu, Fri Working Hours Start: 8:00 AM Working Hours End: 4:00 PM Job Schedule: Full-time Job Type: Standard Employee Status: Temporary Employee Group/Union Affiliation: Salaried, Non-Union, Exempt Job Level: Individual Contributor Job Category: Consulting Services / Project/Program Management (Non IT) Department: Systems, Solutions and Deployment Travel: Yes, 10 % of the Time Kaiser Permanente is an equal opportunity employer committed to a diverse and inclusive workforce. Applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy), age, sexual orientation, national origin, marital status, parental status, ancestry, disability, gender identity, veteran status, genetic information, other distinguishing characteristics of diversity and inclusion, or any other protected status.

    External hires must pass a background check/drug screen. Qualified applicants with arrest and/or conviction records will be considered for employment in a manner consistent with federal and state laws, as well as applicable local ordinances, including but not limited to the San Francisco and Los Angeles Fair Chance Ordinances.

    About Consulting Services & Project/program Management (non-it) Careers

    Consulting Services & Project/program Management (non-it) Careers

    These careers consist of Program and Project Managers, Business Consultants, Business Analysts, and Data Analysts who all work together to effect positive organizational change from the inside out.

    Join our talented team and make a difference through performing business analysis, developing business cases, providing client support during system development and implementation, managing projects, or by leading complex programs with multiple work streams.

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