Demo

Software Development Manager, Neuron Tools

Annapurna Labs
Mountlake Terrace, WA Full Time
POSTED ON 2/23/2025
AVAILABLE BEFORE 5/4/2025

Join AWS Neuron, the comprehensive software stack for AWS Inferentia and Trainium cloud-scale machine learning accelerators, as we seek a Software Development Manager for the Tools Team. In this crucial role, you will lead a skilled team of engineers dedicated to developing and maintaining high-performance monitoring and profiling tools tailored for machine learning applications and AI accelerators.

Your primary responsibility will be overseeing the design, development, and deployment of the Neuron Profiler, a vital tool for our customers that facilitates the optimization of AI workloads on hardware platforms such as Trainium and Inferentia. This profiler offers deep insights into performance bottlenecks and overall system behavior.

Key responsibilities include :

  • Managing the complete development life cycle of the Neuron Profiler and Toolchain, ensuring they are scalable, reliable, and user-friendly.
  • Collaborating with cross-functional teams to enhance our C compiler and runtime, providing essential insights for customers to optimize the performance of our hardware.
  • Driving innovations that expand the profiler’s support to various frameworks, including PyTorch, TensorFlow, and XLA.

The ideal candidate will possess :

  • A strong background in building AI / ML and performance analysis tools.
  • Experience with ML-specific profiler tools such as PyTorch Profiler or TensorFlow Profiler.
  • Direct customer-facing experience and a strong drive for achieving results.
  • A typical day will involve working closely with executive leadership and technical leaders to define product directions that deliver significant impact to our customer base. Our organization focuses on developing expansive distributed training and inference solutions, encompassing the complete stack of software, servers, and chips to ensure optimal acceleration at a large scale.

    About our team :

  • Inclusive Team Culture : AWS champions inclusivity, with numerous employee-led affinity groups and a commitment to diversity, reinforced by our Leadership Principles.
  • Work / Life Balance : We emphasize a healthy balance between work and personal life, providing flexible working hours to suit individual needs.
  • Mentorship & Career Growth : Our team fosters a supportive environment for knowledge sharing and mentorship, aiming for each member to grow and tackle more challenging projects in their careers.
  • BASIC QUALIFICATIONS

  • 3 years of engineering team management experience.
  • 7 years of experience within engineering teams.
  • 3 years of experience in designing or architecting systems.
  • Experience collaborating with product or program management teams.
  • Proficiency in C , Go, and Python.
  • PREFERRED QUALIFICATIONS

  • 2 years leading Machine Learning development teams and experience with frameworks like PyTorch or TensorFlow.
  • Familiarity with Linux distributions and performance analysis tools.
  • Experience with performance profiling of AI applications.
  • Knowledge of large-scale AI training / inference systems.
  • Insights into AI-powered optimization for profiling.
  • Amazon is committed to a diverse and inclusive workplace, providing equal opportunity without discrimination. Our inclusive culture empowers our team to deliver the best results for our customers. For accommodations during the application and hiring process, please request support.

    Please note that compensation varies based on geographic location and encompasses a total compensation package beyond base salary. The base pay for this position ranges from $166,400 / year to $287,700 / year depending on the market.

    This position will remain posted until filled. Please submit your application via our career site.

    Salary : $166,400 - $287,700

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