Sr Principal MLOPS Engineer

3 days ago

Santa Clara, California, United States J&J Family of Companies Full time
Job Title: Sr Principal MLOPS Engineer

Johnson & Johnson is seeking a Sr Principal MLOPS Engineer to join our team in the US. As a key member of our engineering team, you will be responsible for leading the development and deployment of machine learning systems and training infrastructure.

Key Responsibilities:
  • Lead strategic execution around ML systems and training infrastructure
  • Define execution processes that strive for streamlined engineering development and deployment
  • Closely follow the platform roadmap and work on improving delivery of features to serve platform use cases
  • Own technical projects from start to finish, contribute to the teams product roadmap, and be responsible for major technical decisions and tradeoffs
  • Effectively participate in teams planning, code reviews and design discussions
  • Collaborate with stakeholders to understand data requirements and translate them into technical specifications and data integration solutions
  • Consider the effects of projects across multiple teams and proactively manage risks/conflicts
  • Work together with partner teams and organizations to achieve cross-departmental goals and satisfy broad requirements
Requirements:
  • Minimum 5 years working on ML systems for training and deploying complex ML models and MLOps pipelines
  • Experience working on the scaling challenges associated with building models and/or other data pipelines
  • Experience with at least one cloud platforms, such as AWS, Azure, or GCP, and their respective data integration services
  • Significant experience in object-oriented programing and strong proficiency in programming languages, especially in Python, but also SQL and/or Java
  • Experience with data modeling, pipeline development and analysis within data science/data engineering platforms such as Databricks, Azure ML, , Snowflake
Preferred Qualifications:
  • Familiarity with healthcare data standards and protocols, including HL7, DICOM, and FHIR
  • Understanding of data governance principles and data privacy regulations, such as HIPAA and HITRUST
Education:

Master's degree or foreign degree equivalent in Computer Science, Computer Engineering, or Information Systems, and 8 years of experience in job offered or related software engineering position

Up to 15% travel required, in the US and internationally

The anticipated base pay range for this position is $to $267145

Employees and/or eligible dependents may be eligible to participate in the following Company sponsored employee benefit programs: medical, dental, vision, life insurance, short- and long-term disability, business accident insurance, and group legal insurance

Employees may be eligible to participate in the Companys consolidated retirement plan (pension) and savings plan (401(k))

Employees are eligible for the following time off benefits: Vacation up to 120 hours per calendar year, Sick time - up to 40 hours per calendar year; for employees who reside in the State of Washington up to 56 hours per calendar year, Holiday pay, including Floating Holidays up to 13 days per calendar year of Work, Personal and Family Time - up to 40 hours per calendar year

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