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Performance Software Development Engineer

AMD
Found 2 weeks ago
Location
Warsaw, Poland
Time
Not disclosed
Work Mode
Not disclosed
Salary
Not disclosed
Visa Help
Not disclosed
Last Verified
2 weeks ago

Education

  • Bachelor
  • Master

Skills & Qualifications

Technical Skills

  • Python
  • C++
  • CNNs
  • GANs
  • TensorFlow
  • PyTorch
  • Keras
  • OpenGL
  • Vulkan
  • linear algebra
  • calculus
  • geometry
  • Git
  • CI/CD
  • networking protocols

Soft Skills

  • leadership skills
  • communicate effectively
  • work optimally with different teams

Job Description

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond. Together, we advance your career. You Are: An influential software engineer who is passionate about improving the performance of key applications and benchmarks . You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology. You are p assionate about software engineering and possess l eadership skills to drive sophisticated issues to resolution. Able to communicate effectively and work optimally with different teams across AMD. You will be able to : * Design and develop APIs to support machine learning models and graphics functionalities. * Implement neural networks using Python, with emphasis on CNNs and GANs for graphics-related tasks. * Write performance-critical code in C++ or a similar language for optimizing ML models and graphics operations. * Utilize deep learning frameworks like TensorFlow, PyTorch, or Keras for model development. * Work with basic graphics APIs such as OpenGL or Vulkan as needed. * Apply mathematics in linear algebra, calculus, and geometry for solving ML and graphics challenges. * Optimize applications for performance, particularly in cloud and embedded systems environments. * Collaborate using project management tools like JIRA, Trello, or Asana. * Engage in version control practices using systems like Git.

Requirements

  • Proficiency in Python for neural network development.
  • Strong skills in C++ or a similar language for optimizing code performance.
  • Experience with convolutional neural networks (CNNs) and generative adversarial networks (GANs).
  • Expertise in deep learning frameworks such as TensorFlow, PyTorch, or Keras.
  • Basic knowledge of graphics APIs such as OpenGL or Vulkan.
  • Solid foundation in linear algebra, calculus, and geometry.
  • Experience with version control systems, particularly Git.
  • Ability to optimize code for better performance in ML and graphics applications.
  • Familiarity with cloud environments for deployment and scalability.
  • Understanding of CI/CD pipelines and networking protocols.

Related Field

  • Software Engineering

Related Subfield

  • Software QA & Testing

Nice to Haves

  • numerical methods
  • statistical analysis
  • traditional image processing methods
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