Machine Learning Validation Engineer

Job Description

What you do at AMD changes everythingAt AMD, we push the boundaries of what is possible. We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies building blocks for gaming, immersive platforms, and the data center.Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the extra mile to achieve unthinkable results. It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world. If you have this type of passion, we invite you to take a look at the opportunities available to come join our team. What you do at AMD changes everything At AMD, we push the boundaries of what is possible. We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies building blocks for gaming, Immersive platforms, and the data center. Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the extra mile to achieve unthinkable results. It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world. If you have this type of passion, we invite you to look at the opportunities available to come join our team. JOB TITLE HERE THE ROLE: You will contribute to the core team that validate the tests for AMD GPU based compute software stack. You will be responsible for maintaining the ROCm stack quality by running those test suites (automated, manual) and suggest enhancements that ensure enterprise quality for AMD s Software Compute stack. You will work closely with other software and hardware engineers and architects This is an exciting opportunity to work on the cutting edge of GPU Compute technologies. Candidates with a solid foundation in computer science, research or project experience in GPU rendering, Machine Learning and performance are very welcome. THE PERSON: Candidates with strong foundation in the QA Processes & Terminologies, Linux Internals, Machine Learning and aspiring to go above and beyond will be successful in this role. KEY RESPONSIBILITIES:
• Responsible for AMD s new GPU/System bring up, ROCm SW stack testing, etc.
• Responsible for quality and performance timeliness of result for a portion of project/process
• Contribute to Improving overall process, quality of products
• Be involved in the automation of manual test cases and work closely with automation infrastructure
• Executing white box, black box, and regression tests for existing ROCm features
• Responsible for quality and timeliness of results for a portion of the project/process.
• Make more complex technical decisions independently.
• Implement checks and balances independently to minimize the impact of mistakes.
PREFERRED EXPERIENCE:
• Good understanding of test and development lifecycle, QA process & terminology
• Strong hands-on knowledge of Linux Internals, Device drivers, Graphics, GPU and CPU pipelines, parallelism, cache, and other performance factors
• Good understanding of PC hardware, SoC, Chipsets, Graphics cards, BIOS & VBIOS
• Define, Develop, Execute, Debug Software Stack level problems from functional, performance, load tests, and endurance testing.
• Hands-on system-level debugging and triage skills, issue isolation with various components of Linux (Compiler, Kernel, etc.)
• C++ system-level programming, data structures, and algorithms is an advantage
• Establishing and sharing best practices, designing, and executing a robust test strategy
• Strong analysis, problem-solving & interpersonal skills
• Proficiency in at least one programming language preferably Python
• Understanding of Machine Learning, HPC apps, Computer Vision, parallel programming, OpenCL, ROCm, CUDA, and OpenACC is a plus
• Good verbal & written communication skill is a must.
• Good attitude, result-driven & ability to deliver on next-gen technology
• Flexible to work on a shift basis depending on the business need
ACADEMIC CREDENTIALS:
• Bachelors and 3 - 5 years, Masters, and 3+ years are preferred
• Machine Learning and Framework certifications will be a value-add
LOCATION: Hyderabad / Bangalore#LI-SB1 AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity employers and will consider all applicants without regard to race, marital status, sex, age, color, religion, national origin, veteran status, disability, or any other characteristic protected by law. EOE/MFDV Requisition Number: 146109 Country/Region/Location: India State/Province: Telangana City: Hyderabad Job Function: DesignApply nowApply nowApply for JobEnter your email to apply,

Keyskills :
customer relationsdebuggingvalidationdevice driverstest strategytest cases