High-Performance Machine Learning Engineer

17 hours ago

Dublin, Dublin City, Ireland beBeeMachineLearning Full time €90,000 - €131,250

We are seeking a highly skilled engineer to join our team at the forefront of AI development, impacting our products. Responsibilities include developing scalable, high-performance solutions for mapping and implementing machine learning workloads on current and future hardware.

Key Responsibilities
  • Develop analytical models of compute and data movement for performance-optimized machine learning workload mapping onto architectures like NPU and GPU.
  • Apply software engineering skills to enhance performance optimization techniques within projection tools.
  • Utilize performance projection tools to evaluate machine learning workloads on target hardware.
  • Engage with internal teams and customers for technical collaboration.
  • Stay informed on trends in machine learning models, software stacks, and hardware architectures.
Requirements
  • Proficiency in Python and C/C++ programming.
  • Deep understanding of machine learning algorithms, frameworks (e.g., PyTorch, ONNX), and model representations.
  • Experience in analytical modeling of machine learning operators regarding compute and data movement.
  • Background in optimization libraries and solvers like PuLP, CBC, Gurobi is advantageous.
  • Effective communication and problem-solving skills.
Academic Credentials
  • Bachelor's, Master's, or PhD in Computer Science, Computer Engineering, Electrical Engineering, or related fields.
Benefits

We offer a comprehensive benefits package that includes competitive pay, opportunities for professional growth and development, and a collaborative work environment.

We are an equal opportunity employer and welcome applications from diverse candidates. We will accommodate applicants' needs throughout the recruitment process.

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