Software Engineering Manager, ML Kernel Performance, AWS Neuron, Annapurna Labs
$212.7k - $287.7kAmazon Locker
Software Engineering Manager, ML Kernel Performance, AWS Neuron, Annapurna Labs
The Annapurna Labs team at Amazon Web Services (AWS) builds AWS Neuron, the software development kit used to accelerate deep learning and GenAI workloads on Amazon’s custom machine learning accelerators, Inferentia and Trainium. The Acceleration Kernel Library team focuses on maximizing performance for AWS's custom ML accelerators, crafting high-performance kernels for ML functions to deliver optimal performance for demanding workloads. As part of the Neuron Compiler organization, the team works across multiple technology layers—from frameworks and compilers to runtime and collectives—optimizing current performance and contributing to future architecture designs while collaborating with customers to enable their models.
Key Responsibilities
- Design and implement high-performance compute kernels for ML operations, leveraging the Neuron architecture and programming models.
- Analyze and optimize kernel-level performance across multiple generations of Neuron hardware.
- Conduct detailed performance analysis using profiling tools to identify and resolve bottlenecks.
- Implement compiler optimizations such as fusion, sharding, tiling, and scheduling.
- Work directly with customers to enable and optimize their ML models on AWS accelerators.
- Collaborate across teams to develop innovative kernel optimization techniques.
- Build high‑impact solutions, create metrics, implement automation, and resolve root causes of software defects.
- Participate in design discussions, code review, and communicate with internal and external stakeholders.
A Day in the Life
In a startup‑like environment, you will design and code solutions that drive efficiencies in software architecture, create metrics, implement automation, and resolve the root cause of software defects. You will collaborate cross‑functionally to influence business decisions with your technical input.
Basic Qualifications
- 3+ years of engineering team management experience.
- 7+ years of experience working directly within engineering teams.
- 3+ years of designing or architecting new and existing systems, including design patterns, reliability and scaling.
- 8+ years of leading the definition and development of multi‑tier web services.
- Knowledge of engineering practices and patterns across the full software/hardware/network development life cycle, including coding standards, code reviews, source control management, build processes, testing, certification, and livesite operations.
- Experience partnering with product or program management teams.
Preferred Qualifications
- Experience communicating with users, other technical teams, and senior leadership to collect requirements, describe software product features, technical designs, and product strategy.
- Experience recruiting, hiring, mentoring/coaching, and managing teams of software engineers to improve their skills and effectiveness.
Benefits
Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance, and optional Supplemental life plans), EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage, 401(k) matching, paid time off, and parental leave. Learn more at
Salary
USA, CA, Cupertino: $212,700.00 – $287,700.00 USD annually.
Equal Opportunity Employer
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
Posted: July 16, 2026
#J-18808-Ljbffr$212.7k - $287.7k
The Annapurna Labs team at Amazon Web Services (AWS) builds AWS Neuron, the software development kit used... ...Acceleration Kernel Library team... ...maximizing performance for AWS's custom ML accelerators... ...boundary, our engineers craft high-... ...team management experience-...Amazon Web ServicePerformanceLocal areaWork from homeFlexible hours$212.7k - $287.7k
The Product: AWS Machine Learning... ...-in-class ML training performance with the most... ...enabled by the AWS Neuron Software Development... ..., the Neuron Kernel Interface (... ...: The Amazon Annapurna Labs team is... ...most talented engineers. Our team covers... ...Development Manager with strong leadership...Amazon Web ServicePerformanceLocal areaWork from homeRelocationFlexible hoursDay shift$206.9k - $279.9k
AWS Neuron is looking for an experienced... ...Product Manager to define and... ...for the Neuron Kernel Interface (NKI... ...acceleration software. AWS Neuron... ...best-in-class ML performance in the cloud.... ...and influence engineering discussions... ...About Amazon Annapurna Labs:Amazon Annapurna...Amazon Web ServicePerformanceFlexible hours$165.2k - $223.6k
Annapurna Labs was a startup acquired by AWS in 2015 and is now fully integrated... .... AWS Neuron isthe complete software stack for the... ...and Trainium ML accelerators... ...Development Engineer to build platform... ...and resolve performance and... ...source control management, build processes...Amazon Web ServicePerformanceInternshipLocal areaFlexible hours$193.3k - $261.5k
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$193.3k - $261.5k
The Annapurna Labs team at Amazon Web Services (AWS) builds AWS Neuron, the software development kit used... ...includes an ML compiler, runtime... ...training performance. Working... ...boundary, our engineers build the infrastructure... ...performance kernels for the... ...and product managers to deliver...Amazon Web ServicePerformanceInternshipLocal areaFlexible hours$165.2k - $223.6k
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$165.2k - $223.6k
The Annapurna Labs team at Amazon Web Services (AWS) builds AWS Neuron, the software development kit used... ...and Trainium ML accelerators... ...training performance.The Inference... ...boundary, our engineers build... ...performance kernels for ML functions... ...and product managers to deliver state...Amazon Web ServicePerformanceWork experience placementInternshipLocal areaFlexible hours$193.3k - $261.5k
...AI revolution? At AWS our vision is to... ...created innovative software and hardware... ...it possible. AWS Neuron is the SDK that optimizes the performance of complex ML models executed on... ...senior software engineer in the Compiler team... ...development and management of Compute, Database...Amazon Web ServicePerformanceLocal areaFlexible hours$193.3k - $261.5k
...AI revolution? At AWS we create innovative software and hardware solutions... ...developers. AWS Neuron is an SDK that optimizes the performance of complex ML models on AWS Inferentia... ...a senior software engineer in the Compiler... ...compiler design, resource management, instruction...Amazon Web ServicePerformanceFlexible hours$193.3k - $261.5k
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Annapurna Labs was a startup company acquired by AWS in 2015, and is now fully... ...silicon engineering, hardware design... ..., software, and operations... ...Instances, AWS Neuron, Inferentia... ...Trainium ML... ...inference performance at the lowest... ...effectively manage stress and...Amazon Web ServicePerformanceLocal areaFlexible hours$165.2k - $223.6k
...an experienced engineer to work on distributed AI/ML systems. This role... ...of Linux, kernels, and performant code is important... ...be joining is Annapurna Labs, an integral part of AWS and develops hardware and software components that... ...source control management, build processes...Amazon Web ServicePerformanceInternshipLocal areaFlexible hours$165.2k - $223.6k
The AWS Neuron Compiler team is actively... ...compiler engineers to join our efforts... ...for advanced ML capabilities,... ...learning systems software. Additionally,... ...system-wide performance optimization.... ...software co-design.Annapurna Labs (our... ...development and management of Compute, Database...Amazon Web ServicePerformanceInternshipLocal areaFlexible hours$208.3k - $281.8k
AWS Trainium is deployed at scale... ...models. AWS Neuron is the software stack for... ...with optimal performance and cost efficiency... ...Product Manager to define and... ...training AI/ML ecosystem and... ...partner with engineering teams building... ...About Amazon Annapurna Labs Amazon Annapurna...Amazon Web ServicePerformanceLocal areaFlexible hours$127.1k - $185k
Annapurna Labs was a startup acquired by AWS in 2015 and is now fully... ...spans silicon engineering, hardware... ...verification, software, and... ...Instances, AWS Neuron, Inferentia... ...and Trainium ML Accelerators... ...systems and performance profiling.-... ...effectively manage stress and work...Amazon Web ServicePerformanceInternshipLocal areaFlexible hours- ...Amazon Annapurna Labs in Cupertino seeks an Software Engineering Manager to lead ML kernel performance initiatives within AWS Neuron. You will mentor engineers and drive kernel optimizations, shaping compiler strategies and ML accelerator workloads. Lead cross-functional...Amazon Web ServicePerformance
$165.2k - $223.6k
AWS designs custom SoCs (System... ...low-level software stack that brings... ...Software Engineer who wants to... ...part of the ML accelerator systems... ..., to performance analysis on live... ...teammatesAnnapurna Labs, our... ...Experience with Linux kernel development,... ...effectively manage stress and...Amazon Web ServicePerformanceLocal areaFlexible hours$127.1k - $185k
...talented early-career engineer to join our team... ...2 distributed AI/ML systems. You'll work on software that enables the... ...of high-performance computing, networking... ...running on custom AWS hardware - Build... ...Linux internals, kernel concepts, memory management) 2/ Parallel Computer...Amazon Web ServicePerformanceInternshipLocal areaFlexible hours$183k - $247.6k
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As a Neuron Collectives Software Developer, you will:* Enhance... ...training performance* Use tools... ...lifeAnnapurna Labs, a crucial part of AWS, is responsible... ...Machine Learning (ML) and High-... ...experts, hardware engineers, RTL engineers... ...control management, build processes...Amazon Web ServicePerformanceInternshipLocal areaFlexible hours$183k - $247.6k
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$165.2k - $223.6k
...AI SoC Modeling Engineer, Annapurna Labs Machine Learning Accelerators, AWS AWS's Trainium... ...verification engineers, and software teams depend on... ...model of AI/ML accelerator and... ...-approximate performance model effort enabling... ..., source control management, build processes,...Amazon Web ServicePerformanceLocal areaFlexible hours$212.7k - $287.7k
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