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Senior Software Engineer, ML Ops/DevSecOps Specialist

2 months ago

Santa Clara, California, United States Intel Full time
Job Description

We are actively seeking a Senior Software Engineer with expertise in ML Ops and DevSecOps to join our team at Intel. This role requires a comprehensive understanding of machine learning operations, DevSecOps practices, and the integration of security within the CI/CD pipeline.

Key Responsibilities:
  • Develop scalable and reliable ML infrastructure.
  • Automate ML model deployment, monitoring, and management.
  • Implement best practices for data versioning, model training, and experimentation.
  • Collaborate with engineers to streamline the ML workflow.
  • Enhance model reproducibility and performance.
DevSecOps:
  • Integrate security measures into the CI/CD pipeline.
  • Conduct security audits and vulnerability assessments.
  • Utilize tools for static code analysis, SAST, and Trivy.
  • Implement and enforce security standards across development teams.
  • Develop and maintain dashboards for monitoring pipeline health and security metrics.
CI/CD:
  • Design and maintain robust CI/CD pipelines.
  • Optimize build processes for enhanced efficiency.
  • Implement strategies for Continuous Build and Test.
  • Automate testing, deployment, and monitoring using GitHub Actions.
  • Analyze and improve pipeline performance metrics.
Collaboration and Communication:
  • Work closely with cross-functional teams to fulfill their requirements.
  • Mentor junior engineers and contribute to their professional growth.
  • Participate in architecture reviews with a focus on security and performance.
  • Effectively communicate project status, risks, and metrics.
Project Management:
  • Plan and schedule the development and implementation of multiple long-term and complex projects, often requiring consultative direction.
Problem Solving:
  • Utilize extensive expertise to resolve significant issues or analyze unique problems requiring evaluation of intangibles and design innovative solutions.
Decision Making:
  • Make consistent decisions regarding the overall goals and objectives of significant programs or segments of the organization.
Organizational Representation:
  • Serve as the primary contact on projects, interacting with senior internal and external personnel on complex or widespread issues requiring coordination across organizational lines.

Strong problem-solving, attention to detail, communication, and teamwork skills are also required.

Qualifications

The candidate must have a Bachelor's Degree in a STEM-related field and 6+ years of experience -OR- a Master's Degree in a STEM-related field and 4+ years of experience -OR- a PhD in a STEM-related field with 2+ years experience in:

  • MLOps or DevOps or DevSecOps roles.
  • Python/Java, or Go.
  • CI/CD tools like GitHub Actions or Jenkins, or equivalent.
  • Docker, Kubernetes, AWS/Azure or equivalent.
  • Machine learning frameworks and libraries.

This position is not eligible for Intel Immigration sponsorship.