Sr Principal MLOPS Engineer
4 weeks ago
We are seeking a highly skilled Sr Principal MLOps Engineer to join our team at Johnson & Johnson. As a key member of our digital surgery team, you will play a critical role in developing innovative solutions for hospitals, clinicians, and patients.
Key Responsibilities- Lead the execution of ML systems and training infrastructure, deploying traditional models and large language models.
- 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 team's product roadmap, and be responsible for major technical decisions and tradeoffs.
- Effectively participate in team's 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.
- 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.
- 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.
We offer a competitive salary and benefits package, including medical, dental, vision, life insurance, short- and long-term disability, business accident insurance, and group legal insurance. Employees may also be eligible to participate in the Company's consolidated retirement plan (pension) and savings plan (401(k)).
We are an equal opportunity employer and welcome applications from diverse candidates. If you are passionate about developing innovative solutions for healthcare, we encourage you to apply for this exciting opportunity.
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