FAQs
What is the primary focus of the Senior Engineer, ML Ops/DevSecOps position?
The primary focus is on integrating machine learning operations and DevSecOps practices, with an emphasis on improving system reliability and security throughout the CI/CD pipeline.
What qualifications are needed for this position?
Candidates must have a Bachelor’s Degree in a STEM field with 6+ years of experience, a Master’s Degree with 4+ years of experience, or a PhD with 2+ years of relevant experience in ML Ops or DevOps roles, along with proficiency in Python/Java or Go, CI/CD tools, Docker, Kubernetes, and machine learning frameworks.
What are the key responsibilities related to ML Ops in this role?
Key responsibilities include developing scalable ML infrastructure, automating ML model deployment and management, implementing best practices for data versioning and model training, collaborating with engineers to streamline workflows, and enhancing model reproducibility and performance.
How does the role incorporate security within the CI/CD pipeline?
The role involves integrating security measures into the CI/CD pipeline, conducting security audits, utilizing static code analysis tools like SAST and Trivy, enforcing security standards, and maintaining dashboards for monitoring pipeline health and security metrics.
What tools and technologies are emphasized for this position?
The position emphasizes tools such as CI/CD platforms (GitHub Actions, Jenkins), Docker, Kubernetes, and cloud services (AWS/Azure), as well as familiarity with machine learning libraries and frameworks.
Are there preferred qualifications that can enhance a candidate's profile?
Yes, preferred qualifications include experience with Infrastructure as Code (IaC) tools, monitoring and logging tools, knowledge of regulatory compliance, relevant certifications (like CKA or AWS/Azure Certified DevOps Engineer), and familiarity with advanced security frameworks and disaster recovery strategies.
What type of project management skills are required for this role?
Candidates are expected to plan and schedule the development and implementation of multiple long-term and complex projects, often requiring consultative direction and effective communication of project status, risks, and metrics.
Is there any sponsorship available for this position?
No, this position is not eligible for Intel Immigration sponsorship.
What opportunities for mentorship and collaboration are present in this role?
The role involves mentoring junior engineers and collaborating closely with cross-functional teams to meet their requirements, as well as participating in architecture reviews focusing on security and performance.
What problem-solving abilities are expected from candidates?
Candidates should utilize extensive expertise to resolve significant issues or analyze unique problems, considering intangibles and designing innovative solutions accordingly.
What level of communication skills is required for this position?
Strong communication skills are required to effectively convey project status, risks, and metrics, as well as to serve as the primary contact on projects interacting with senior personnel on complex issues.