Senior Software Engineer - AI/ML

Feb 09, 2024
Austin, United States
... Not specified
... Senior
Full time
... Office work


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: 

This is a senior technical position. Be part of the world's leading Design Verification Methodology team developing applications for functional and behavior verification of state-of-the-art graphics accelerators, servers, and Systems on Chips (SoCs). This role will involve developing ML/AI/data-mining based solutions to improve HW development processes. You will be analyzing methodology flows and data, creating models, designing, and developing software tools to optimize hardware design verification and validation. You will coordinate with Hardware Architects, Logic Designers, experts, and technical leaders from various validation teams, to tackle functional issues, and with Customer Support Engineers to help resolve testing deficiencies.

THE PERSON: 

A successful candidate is expected to excel in analytical thinking, problem solving, organizing data, gathering requirements, planning, architecting, and executing software solutions. S/he needs to be a self-starter who collaborates well with team members and AMD-internal customers alike to successfully drive tasks to completion. Excellent data interpretation skills and ability to visualize and construct solutions that escape the untrained eye are a great plus.

KEY RESPONSIBILITIES: 

  • Collaborate with hardware verification teams: understand their process, data, and problems. Data could be runtime data, coverage, other data obtained from various dashboards.
  • Identify innovative approaches based on ML/AI and SW development practices to explore and adopt new or evolving design verification methodologies used in the industry to verify complex ASIC design projects.
  • Gather requirements, Architect, Develop, Maintain, Support software applications, tools, scripts as needed through its life cycle.
  • Provide scalable, innovative solutions to a large variety of customers. 

Verification experience is key (HW verification, design verification, HW debug). Any exposure to Machine Learning/Deep Learning is key as well.

  • Hands-on deep SW Engineering and SW Architecting experience
  • Exposure to Data Mining, Machine Learning and / or Artificial Intelligence courses and projects
  • Solid Experience in developing multi-threaded and distributed software.
  • Deep, solid knowledge/experience with programming in Python and C/C++, OO principles
  • Very strong Software Engineering Skillset and prolonged hands-on experience with architecting SW
  • Practical skills in scripting, matrix operations, csv files parsing and data frames, software development process such as Agile.
  • Familiarity with Machine-Learning frameworks (Scikit Learn, Keras, TensorFlow), is important.
  • Experience with tools and methods for data preparation, classification, regression, clustering, association rules mining and visualization is a plus.
  • Knowledge of Functional hardware Verification, such as testbench, simulation, coverage, is important.
  • Experience in virtualization and cloud technologies is a plus.

ACADEMIC CREDENTIALS:

  • Bachelor, Master or PhD in Electrical Engineering, Computer Engineering or Computer Science

 

#LI-MF2




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.

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: 

This is a senior technical position. Be part of the world's leading Design Verification Methodology team developing applications for functional and behavior verification of state-of-the-art graphics accelerators, servers, and Systems on Chips (SoCs). This role will involve developing ML/AI/data-mining based solutions to improve HW development processes. You will be analyzing methodology flows and data, creating models, designing, and developing software tools to optimize hardware design verification and validation. You will coordinate with Hardware Architects, Logic Designers, experts, and technical leaders from various validation teams, to tackle functional issues, and with Customer Support Engineers to help resolve testing deficiencies.

THE PERSON: 

A successful candidate is expected to excel in analytical thinking, problem solving, organizing data, gathering requirements, planning, architecting, and executing software solutions. S/he needs to be a self-starter who collaborates well with team members and AMD-internal customers alike to successfully drive tasks to completion. Excellent data interpretation skills and ability to visualize and construct solutions that escape the untrained eye are a great plus.

KEY RESPONSIBILITIES: 

  • Collaborate with hardware verification teams: understand their process, data, and problems. Data could be runtime data, coverage, other data obtained from various dashboards.
  • Identify innovative approaches based on ML/AI and SW development practices to explore and adopt new or evolving design verification methodologies used in the industry to verify complex ASIC design projects.
  • Gather requirements, Architect, Develop, Maintain, Support software applications, tools, scripts as needed through its life cycle.
  • Provide scalable, innovative solutions to a large variety of customers. 

Verification experience is key (HW verification, design verification, HW debug). Any exposure to Machine Learning/Deep Learning is key as well.

  • Hands-on deep SW Engineering and SW Architecting experience
  • Exposure to Data Mining, Machine Learning and / or Artificial Intelligence courses and projects
  • Solid Experience in developing multi-threaded and distributed software.
  • Deep, solid knowledge/experience with programming in Python and C/C++, OO principles
  • Very strong Software Engineering Skillset and prolonged hands-on experience with architecting SW
  • Practical skills in scripting, matrix operations, csv files parsing and data frames, software development process such as Agile.
  • Familiarity with Machine-Learning frameworks (Scikit Learn, Keras, TensorFlow), is important.
  • Experience with tools and methods for data preparation, classification, regression, clustering, association rules mining and visualization is a plus.
  • Knowledge of Functional hardware Verification, such as testbench, simulation, coverage, is important.
  • Experience in virtualization and cloud technologies is a plus.

ACADEMIC CREDENTIALS:

  • Bachelor, Master or PhD in Electrical Engineering, Computer Engineering or Computer Science

 

#LI-MF2

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