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DevOps/MLOPS Software Engineer

Company: AMD
Location: Austin
Posted on: June 9, 2024

Job Description:

WHAT YOU DO AT AMD CHANGES EVERYTHING We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences - the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world's most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. AMD together we advance_ THE ROLE: We are looking for a DevOps/MLOPS software engineer with in-depth knowledge of software support infrastructure for Machine Learning projects. In this position, you will handle infrastructure projects and processes and develop the vital tools to support such infrastructure. THE PERSON: You are a highly motivated hands-on doer with a strong development background and problem solving mentality. You are a confident, thoughtful leader with excellent communication skills, the ability to prioritize tasks, and a willingness to learn and adapt. Excellent teamwork skills and capable of leading/working with a highly technical team with fast paced, high output deliveries. Knowledge of the necessary items required to have a full validation organization working in a world where a framework exists such that systems/platforms are easily accessed, upgraded, debugged and maintained. A world where tests and metrics such as throughput and utilization are standardized, tracked, queried, and reported upon. KEY RESPONSIBILITIES: Implement good DevOps practices and maintain tools and infrastructure that enable our teams to deliver high-quality software reliably and efficiently. Collaborate with infrastructure architects and be responsible for the defining-designing-delivering of the technical architectures, patterns, technical quality, risks, fitness for purpose and operability of technical architecture solutions--- Design, plan out schedule, implement, manage scalable infrastructure solutions to support the scaling platform needs Work with team to map out deliverables, track, expect the unexpected and most of all delivery to commitments Automate deployment, configuration, and management processes to streamline operations and improve efficiency Monitor system utilization, reliability, and map a route to resolving issues to maximize uptime Implement and maintain CI/CD pipelines to enable rapid and reliable deliveries Develop and maintain documentation: procedures, processes, work within current framework Map out a solid framework for rapid deployment of jobs (including batch) Define solid methods for upgrades/downgrades/provisioning Problem solving, driving to a resolution, as well looking at alternative routes PREFERRED EXPERIENCE: Knowledge of release management practices, including versioning, branching, merging, and tagging, and experience with release management tools and processes. Experience with software deployment processes including CI/CD pipelines, Agile methodology, and DevOps/MLOps Experience building, deploying, and managing machine learning systems at scale with MLOps methodologies. Working knowledge of Kubernetes and container orchestration - experience deploying models and jobs on Kubernetes. Proven experience with languages: Python, Ansible, SQL, Bash. Expertise in both (RHEL, Ubuntu etc. ) operating systems. Hands-on experience MLflow, Kubeflow. Monitoring, metrics, and logging for model performance and data pipelines (Prometheus, ELK,Grafana, etc.) Academic Credentials Computer Science or Computer Engineering degree required. #LI-JG1 At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD's Employee Stock Purchase Plan. You'll also be eligible for competitive benefits described in more detail here. AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process. THE ROLE: We are looking for a DevOps/MLOPS software engineer with in-depth knowledge of software support infrastructure for Machine Learning projects. In this position, you will handle infrastructure projects and processes and develop the vital tools to support such infrastructure. THE PERSON: You are a highly motivated hands-on doer with a strong development background and problem solving mentality. You are a confident, thoughtful leader with excellent communication skills, the ability to prioritize tasks, and a willingness to learn and adapt. Excellent teamwork skills and capable of leading/working with a highly technical team with fast paced, high output deliveries. Knowledge of the necessary items required to have a full validation organization working in a world where a framework exists such that systems/platforms are easily accessed, upgraded, debugged and maintained. A world where tests and metrics such as throughput and utilization are standardized, tracked, queried, and reported upon. KEY RESPONSIBILITIES: Implement good DevOps practices and maintain tools and infrastructure that enable our teams to deliver high-quality software reliably and efficiently. Collaborate with infrastructure architects and be responsible for the defining-designing-delivering of the technical architectures, patterns, technical quality, risks, fitness for purpose and operability of technical architecture solutions--- Design, plan out schedule, implement, manage scalable infrastructure solutions to support the scaling platform needs Work with team to map out deliverables, track, expect the unexpected and most of all delivery to commitments Automate deployment, configuration, and management processes to streamline operations and improve efficiency Monitor system utilization, reliability, and map a route to resolving issues to maximize uptime Implement and maintain CI/CD pipelines to enable rapid and reliable deliveries Develop and maintain documentation: procedures, processes, work within current framework Map out a solid framework for rapid deployment of jobs (including batch) Define solid methods for upgrades/downgrades/provisioning Problem solving, driving to a resolution, as well looking at alternative routes PREFERRED EXPERIENCE: Knowledge of release management practices, including versioning, branching, merging, and tagging, and experience with release management tools and processes. Experience with software deployment processes including CI/CD pipelines, Agile methodology, and DevOps/MLOps Experience building, deploying, and managing machine learning systems at scale with MLOps methodologies. Working knowledge of Kubernetes and container orchestration - experience deploying models and jobs on Kubernetes. Proven experience with languages: Python, Ansible, SQL, Bash. Expertise in both (RHEL, Ubuntu etc. ) operating systems. Hands-on experience MLflow, Kubeflow. Monitoring, metrics, and logging for model performance and data pipelines (Prometheus, ELK,Grafana, etc.) Academic Credentials Computer Science or Computer Engineering degree required. #LI-JG1 At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD's Employee Stock Purchase Plan. You'll also be eligible for competitive benefits described in more detail here. AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process. Tags: No, USD $96,950.00/Yr., USD $138,500.00/Yr., US Careers (External)

Keywords: AMD, Austin , DevOps/MLOPS Software Engineer, IT / Software / Systems , Austin, Texas

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