Senior Engineer, ML Ops/DevSecOps

4 months ago

Santa Clara, United States Intel Full time

Job Description


We are actively seeking a Senior Engineer specialized in ML Ops and DevSecOps This role requires a comprehensive understanding of machine learning operations, DevSecOps practices, and the integration of security within the CI/CD pipeline. Ideal candidates will have a strong software engineering background, exceptional automation skills, and a passion for improving system reliability and security.

This position offers the opportunity to significantly impact our projects by integrating cutting-edge ML and security practices into our operation.



Key Responsibilities:

ML Ops:

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 is also required.


Qualifications


You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.

Minimum 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.

Preferred Qualifications

Infrastructure as Code (IaC) tools like Ansible, BiCep.

Monitoring and logging tools.

Regulatory requirements and compliance.

Certifications such as Certified Kubernetes Administrator (CKA), AWS/Azure Certified DevOps Engineer, or similar.

Familiarity with tools and practices for deploying and managing ML models in production environments.

Experience with advanced security frameworks or certifications and disaster recovery strategies.


Inside this Business Group


Enable amazing computing experiences with Intel Software continues to shape the way people think about computing – across CPU, GPU, and FPGA architectures. Get your hands on new technology and collaborate with some of the smartest people in the business. Our developers and software engineers work in all software layers, across multiple operating systems and platforms to enable cutting-edge solutions. Ready to solve some of the most complex software challenges? Explore an impactful and innovative career in Software.

Posting Statement


All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Benefits


We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits

Working Model


This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances the work model may change to accommodate business needs.

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