Amazon
Posted 1mo ago

Senior Software Engineer- ML Network Stack, ML Network Stack - Annapurna Labs

Amazon
Tel Aviv-Yafo, Tel Aviv, Israel
OnsiteFull Time
Responsibilities
  • building infrastructure
  • monitoring performance
  • automating delivery
Requirements
  • 5+ years software development experience
  • 5+ years design/architecture
  • 3+ years mentoring or tech lead
  • Experience with Linux
  • Networking
  • Python, CI/CD
  • Grafana/Athena, and SW/HW co-design
Technical tools mentioned
NCCLNVSHMEMNIXLNCCL GINLinuxPythonGrafanaAmazon Athena

Job description

Description

We are seeking an experienced engineer to join our team that owns the network stack for EC2 distributed AI/ML systems. The team develops support for a variety of frameworks and communication libraries including NCCL, NVSHMEM, NIXL, NCCL GIN, and Perplexity kernels. Solid knowledge of Linux, networking, and performant coding is important. Experience with embedded systems is valued, and experience with high-speed networking or HPC/RDMA interconnects is highly valued.

If you like solving hard problems, want to work with HPC and ML customers, iterate fast and deliver meaningful solutions at scale, then come join us! This truly is a role at the forefront of AI/ML—you'll be working on features for the largest clusters, with the largest customers, for the largest AI models. .

The organization you would be joining is Annapurna Labs, an integral part of AWS that develops hardware and software components that are critical building blocks for EC2 infrastructure. Every instance in EC2 is running some type of hardware designed by Annapurna Labs. We specialize in designing software, systems, and chips that optimize the AWS customer experience.

Key job responsibilities
Be a senior engineer on a team that builds and maintains the infrastructure that monitors and reports on functionality and performance of massive testing workloads run at scale. Use internal Amazon CI/CD tools, Linux, and public AWS products to automate the delivery of our software to customers, saving developer time. Write Python code that effortlessly spools up large clusters and runs benchmarks and applications for ML and HPC workloads. Use AWS Managed Grafana and Athena to digest the massive amount of performance data generated by these workloads and create dashboards for developers and stakeholders. Invent automatic mechanisms to alert developers to functional and performance regressions so they never reach reach customers. Manage the complexity of infrastructure that covers many instance types, software stacks, Linux operating systems, cutting-edge releases and make it easy to evolve.

About the team
The organization you would be joining is Annapurna Labs, an integral part of AWS that develops hardware and software components that are critical building blocks for EC2 infrastructure. Every instance in EC2 is running some type of hardware designed by Annapurna Labs. We specialize in designing software, systems, and chips that optimize the AWS customer experience.

Diverse Experiences
AWS values diverse experiences. Even if you do not meet all of the qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn’t followed a traditional path, or includes alternative experiences, don’t let it stop you from applying.

Work/Life Balance
We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why we strive for flexibility as part of our working culture. When we feel supported in the workplace and at home, there’s nothing we can’t achieve in the cloud.

Mentorship & Career Growth
We’re continuously raising our performance bar as we strive to become Earth’s Best Employer. That’s why you’ll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.

Basic Qualifications

- 5+ years of non-internship professional software development experience
- 5+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- 5+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- 3+ years as a mentor, tech lead or leading engineering teams
- 3+years experience in SW/HW Co-Design

Preferred Qualifications

- Bachelor's degree in computer science or equivalent
- Experience creating automated dashboards and visualization (such as Grafana)

Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit https://amazon.jobs/content/en/how-we-hire/accommodations for more information. If the country/region you’re applying in isn’t listed, please contact your Recruiting Partner.

About Amazon

Global online retail and cloud computing technology provider.

Similar jobs

Software Engineer roles near Tel Aviv-Yafo, Tel Aviv
3h
Save
Mark Applied
Hide
Student Software Engineer – Networking
Giv'atayim, Tel Aviv District, Israel
HybridPart Time
Xsight Labs
Xsight Labs: Fabless semiconductor designing programmable Ethernet switches and DPUs.
Computer Science bachelor's student with 2–3 semesters remaining, availability for at least 2 days weekly, C/C++ programming, analytical skills, and interest in low-level software, networking, and systems.
C, C++, Ethernet, IP, TCP, UDP, Linux, Python, Bash, DPDK, RDMA
1d
Save
Mark Applied
Hide
Software Engineer
Giv'at Shmuel, Tel Aviv District, Israel
HybridFull Time
DocuSign
DocuSignNASDAQ: DOCU: Provides electronic signature and agreement management software solutions.
5+ YOEBachelor's degree or equivalent experience, 5+ years of software development, full-stack development, telemetry, observability, SDLC, CI, testing, releases, and fluent English. React, Azure DevOps, microservices, OAuth 2.0, OpenID Connect, and .NET/C# preferred.
Azure DevOps, OAuth 2.0, OpenID Connect, React, .NET, C#, Agile, continuous integration, test-driven development, application telemetry, monitoring, observability
2d
Save
Mark Applied
Hide
Software Engineer
Giv'at Shmuel, Tel Aviv District, Israel
HybridFull Time
DocuSign
DocuSignNASDAQ: DOCU: Provider of e-signature and intelligent agreement management software.
5+ YOEBachelor's degree in a relevant field, 5+ years of software development experience, full-stack development, telemetry, SDLC, continuous integration, testing, and code release experience; fluent English.
Azure DevOps, React, .NET, C#, OAuth 2.0, OpenID Connect
2d
Save
Mark Applied
Hide
Software Engineer II, Cloud Security SOAR
Ramat Gan, Tel Aviv District, Israel
OnsiteFull Time
Google
GoogleNASDAQ: GOOGL: Provides online search, advertising, cloud computing, and consumer electronics.
1+ YOEBachelor’s degree or equivalent experience, 1+ year software and full-stack development experience, data structures and algorithms knowledge; cloud, authorization, authentication, and database experience preferred.
Python, C, C++, Java, JavaScript, Go, TypeScript, HTML, CSS, Postgres, Google Cloud Platform, Angular, C#, Google Agent Development Kit (ADK)
3d
Save
Mark Applied
Hide
Senior Software Engineering - Client Team
Tel Aviv-Yafo or Beer-Sheva or Herzliya or Haifa or Nazareth
HybridFull Time
Microsoft
MicrosoftNASDAQ: MSFT: Develops software, services, devices, and cloud computing solutions.
6+ YOERequires 6+ years of software development experience, C/C++ and/or Rust, Windows or Linux low-level development, debugging, networking or security protocols, memory safety, and concurrency expertise.
C, C++, Rust, Windows, Linux, Windows Driver Framework (WDF), Kernel-Mode Driver Framework (KMDF)
3d
Save
Mark Applied
Hide
Senior Software Engineer, AIOps
Raanana or Tel Aviv
OnsiteFull Time
NVIDIA
NVIDIANASDAQ: NVDA: Designs GPU-accelerated computing and artificial intelligence hardware.
5+ YOEBachelor's or master's degree in a technical field, 5+ years building production distributed systems, expert Go, C++, or Rust, Kubernetes, containers, and production ML or data-intensive services.
Go, C++, Rust, Kubernetes
3d
Save
Mark Applied
Hide
Senior C++ Software Engineer
Tel Aviv-Yafo, Tel Aviv District, Israel
OnsiteFull Time
NVIDIA
NVIDIANASDAQ: NVDA: Designs graphics processing units and artificial intelligence hardware.
5+ YOEBachelor's degree in computer science, 5+ years developing high-performance applications with modern C++20, excellent English, independent learning, teamwork, and problem-solving skills.
C++, C++20, Python, Linux
3d
Save
Mark Applied
Hide
SW Engineer
Migdal Ha'emek, North District, Israel
OnsiteFull Time
KLA
KLANasdaq: KLAC: Providing process control and yield management for semiconductor manufacturing
5+ YOEBachelor's degree in computer science or software engineering; 5+ years of software development experience; C++ and C#, object-oriented, multithreaded and concurrent programming, and Windows experience.
C++, C#, Windows