Software Development Manager, LLM Inference Model Enablement, Neuron SDK
$212.7k - $287.7kAnnapurna Labs (U.S.)
We develop AWS Neuron, the complete software stack for Trainium, Amazon's custom cloud-scale
machine learning accelerators. Join us to optimize LLMs to run really fast on the Trainium hardware.
As an SDM for the LLM Inference Model Enablement team, you will lead a team of expert AI/ML engineers to onboard and optimize state-of-the-art open-source and customer LLMs, both dense and MoE, for inference on Trainium accelerators. You will also drive improvements in model enablement speed and experience, while advancing inference usability and quality through inference features, infrastructure optimization, tools, and automation.
The ideal candidate will have a strong background in LLM model architectures, model performance optimizations, and inference techniques, such as delivering high-performance models using distributed inference libraries. You should be capable of managing demanding, fast-changing priorities. You should have a strong technical ability to understand and deliver as part of a vertically integrated system stack consisting of the PyTorch inference library, Neuron compiler, runtime, and collectives.
Key job responsibilities
- Management and execution against project plans and delivery commitments
- Manage the day-to-day activities of the engineering team
- Management of resources, staffing, mentoring, and maintaining a best-of-class engineering team
- Report on status of development, quality, operations, and model performance to management
A day in the life
You will work with your senior management and technical leaders to define the model enablement and performance optimization for the latest SOTA LLMs, build and deliver them to customers.
Meanwhile, lead the team to continue improving the model onboarding experience, as well as enhancing inference usability and quality for Neuron-supported models.
You will manage changing priorities as new models and new technologies emerge, and you adapt your team's work to manage them. You will dive deep to help your team solve technical challenges.
BASIC QUALIFICATIONS
- 3+ years of engineering team management experience
- 7+ years of working directly within engineering teams experience
- 3+ years of designing or architecting (design patterns, reliability and scaling) of new and existing systems experience
- Experience partnering with product or program management teams
PREFERRED QUALIFICATIONS
- Experience in communicating with users, other technical teams, and senior leadership to collect requirements, describe software product features, technical designs, and product strategy
- Experience in recruiting, hiring, mentoring/coaching and managing teams of Software Engineers to improve their skills, and make them more effective, product software engineers
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees, supervisors, and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service; and follow all federal, state, and local laws and Company policies. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness and professionalism, and safeguard business operations and the Company's reputation. Pursuant to the Los Angeles County Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
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 for more information. If the country/region you're applying in isn't listed, please contact your Recruiting Partner.
The base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location. Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for 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 about our benefits at
USA, CA, Cupertino - 212,700.00 - 287,700.00 USD annually
$212.7k - $287.7k
We develop AWS Neuron, the complete software stack for Trainium, Amazon's custom... ....As an SDM for the LLM Inference Model Enablement team, you will lead a team... ...should be capable of managing demanding, fast-... ...team* Report on status of development, quality, operations, and...SuggestedLocal areaFlexible hours$212.7k - $287.7k
...experience managing engineering... ...requirements, explain software features,... ..., and team development to maintain... ..., and model performance... ...define model enablement and performance... ...and enhance inference usability and... ...quality for Neuron-supported... ...Cloud LLM Machine Learning...SuggestedFull time$193.3k - $261.5k
...builds Amazon Neuron, the software development kit used to accelerate... ...Amazon Neuron SDK, developed by... ...and JAX enabling unparalleled ML inference and training... ...wide range of models and supporting... ...wide variety of LLM model families... ..., and product managers to deliver...SuggestedWork experience placementInternshipLocal areaFlexible hours$193.3k - $261.5k
We develop AWS Neuron, the complete software stack for Trainium, Amazon'... ...optimize the latest models to run really fast on... ...hardware.As a Sr. Software Development Engineer on the Inference Model Enablement team, you will... ...engineers, and product managers to architect and deliver...SuggestedInternshipLocal areaFlexible hours$212.7k - $287.7k
AWS Neuron is the complete software stack for the AWS Inferentia... ...of Software Development for the... ...engineers and managers to help design... ...of latest ML models at scale on... ...engineers focused on enabling new ML... ...on the Neuron SDK / Trainium... ...training and inference solutions. This...SuggestedLocal areaWork from homeFlexible hours$212.7k - $287.7k
...of experience managing engineering teams... ...background in LLM model architectures,... ..., and inference techniques ~... ...inference library, Neuron compiler, runtime... ...and managing software engineering... ...improvements in model enablement speed and user... ..., and team development Report...Full timeShift work$212.7k
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$212.7k - $287.7k
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...Engineer (FM Hosting, LLM Inference) Overview: At Capital... ...of customers. Our AI models and platforms empower... ..., technical program managers, and product managers... ...deploy, and support AI software components including foundation... ..., software, and AI enable you to see and exploit...Full timePart timeLocal area$212.7k - $287.7k
...years of engineering team management experience. We need 6+... ...optimization. We need strong software design fundamentals and... ...including hiring, career development, and maintaining team... ...Our NKI team works on AWS Neuron and Trainium, enabling high-performance machine learning...Full timeRelocationFlexible hours$192k - $278k
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Work with LLM/Non-LLM models bringup to performance tuning/... ...Google Cloud TPUs. Manage up to 6 engineers to... ...disaggregated serving, RL inference, etc. Collaborate... ...of experience in software development.5 years of experience... ...trusted partner to enable growth and solve their...$93k - $128k
...2 years of engineering team management experience. We look for 6... ...optimization. We need strong software design fundamentals and... ...customers at cloud scale. Our AWS Neuron and Trainium products power... ...through the Neuron Software Development Kit, including the Neuron...Full timeRelocation$192.2k - $260k
...'s Delivery Foundation Model team, where you'll work... ...foundation models that enable delivery of billions of... ...amounts of Amazon data and infer at Amazon scale, taking... ...of foundation model development, from multimodal... ...judgment, effectively manage stress and work safely...Local areaWorldwideFlexible hours$174.72k - $295.68k
...Engineer / Research Scientist to drive the modeling and algorithmic development of XPENG’s next-generation Vision-... ...shape the intelligence that enables XPENG’s future L3/L4 autonomous driving... ...foundation or end-to-end driving models, or LLM/VLM architectures (e.g., ViT,...Full time$136.8k - $277.2k
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...AI SoC Runtime Software Architect to own... ...and lead development of the end-to-end... ...preprocessing, AI inference, postprocessing... ...heterogeneous workloads, manage ownership,... ...and SDK components.... ...wide execution model for coordinating... ...hardware layers and enables optimization against...Contract workFlexible hours- ...team in: research, design, development, and deployment of... ...integrate large language models (LLMs) and other state-of... ...proven by a track record of software artifacts or academic... ...strategies (QLORA, DPO) and inference optimization (vLLM, TensorRT-LLM). Research experience in...Full timeWork experience placement
$193.13k - $257.5k
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Build infrastructure for model creators to be able to... ...for partners to manage their services on Vertex... ...years of experience in software development.5 years of experience... ...generative AI tools or LLM interfaces into workflows... ...trusted partner to enable growth and solve their...$272k - $431.25k
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