Machine Learning Engineer, Sequence Models (project Sequoia)

The Sequence Models team serves a centralized role developing sequence models to fundamentally understand Amazons customers journeys across all Amazon products (including Stores Prime Video Audible Music Twitch etc.). These models will unlock new actionable insights to optimize the customer experience including when and how we serve ads. We leverage a host of scientific technologies to accomplish this mission including Generative AI classical ML Causal Inference Natural Language Processing and Computer Vision.

As the Machine Learning Engineer on the team you will deliver on our engineering vision to streamline the model development lifecycle from research to production building ML infrastructure and establishing MLOps practices that enables rapid experimentation and deployment of ML models. You will invent and design new solutions to solve complex challenges that come with petabyte scale storage.

Key job responsibilities
- Build and scale ML infrastructure across data processing distributed training and model serving. Optimize GPU utilization training throughput serving latency and Infra costs.
- Own the data pipelines that feed model training including ingestion of structured and unstructured inputs schema evolution backfills and data quality checks across upstream sources.
- Partner with Applied Scientists to shorten the time from experiment to production.
- Evolve model serving and feature delivery to support continuous experimentation.
- Establish automated repeatable processes for large-scale data analysis model training validation and deployment.
- Own operational excellence for high-volume low-latency production systems including monitoring alarming troubleshooting and on-call.

- 3 years of non-internship professional software development experience
- 1 years of designing and developing large-scale multi-tiered multi-threaded embedded or distributed software applications tools systems and services using: C# C Java or Perl experience
- Bachelors degree or foreign equivalent in Computer Science Engineering Mathematics or a related field
- Experience with Machine Learning and Large Language Model fundamentals including architecture training/inference lifecycles and optimization of model execution
- Experience in developing and deploying LLMs in production on GPUs Neuron TPU or other AI acceleration hardware

- 3 years of full software development life cycle including coding standards code reviews source control management build processes testing and operations experience
- Knowledge of machine learning model architecture and inference
- Experience with full software development life cycle including coding standards code reviews source control management build processes testing and operations
- Experience in debugging profiling and implementing software engineering best practices in large-scale systems

Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status disability or other legally protected status.

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 youre applying in isnt 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 NY New York - 158100.00 - 213800.00 USD annually

Required Experience:

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