Software Development Engineer II, AWS SageMaker AI
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
Bellevue, WA · On-site
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
Bellevue, WA · On-site
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
Bellevue, WA · On-site
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
Bellevue, WA · On-site
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
Bellevue, WA · On-site
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
Bellevue, WA · On-site
$110K - $150K/yr
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... interns and new engineers as you grow.
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
Seattle, WA · On-site
$139K - $183K/yr
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 5+ years of non-internship professional software development experience - 5+ ...
Seattle, WA · On-site
$139K - $183K/yr
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 5+ years of non-internship professional software development experience - 5+ ...
Seattle, WA · On-site
$139K - $183K/yr
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 5+ years of non-internship professional software development experience - 5+ ...
Seattle, WA · On-site
$139K - $183K/yr
... using large-scale foundation models. These foundation models are also used in downstream ... BASIC QUALIFICATIONS - 5+ years of non-internship professional software development experience - 5+ ...
Seattle, WA · On-site
$200K - $300K/yr
A model that responds in under 500ms is a product. We're looking for someone who's excited about ... internships, or open-source. You don't need to have shipped at production scale yet; you do need to ...
Seattle, WA · On-site
$200K - $300K/yr
A model that responds in under 500ms is a product. We're looking for someone who's excited about ... internships, or open-source. You don't need to have shipped at production scale yet; you do need to ...
Seattle, WA · On-site
$17 - $22.75/hr
... scale data, leveraging techniques such as LSTM, transformer-based models, signal processing ... BASIC QUALIFICATIONS - Are enrolled in a PhD - Can relocate to where the internship is based ...
Seattle, WA · On-site
$17 - $22.75/hr
... scale data, leveraging techniques such as LSTM, transformer-based models, signal processing ... BASIC QUALIFICATIONS - Are enrolled in a PhD - Can relocate to where the internship is based ...
Seattle, WA · On-site
... and large-scale distributed systems. Your contributions will directly impact the products and ... models for product recommendations, personalized search, and information retrieval tasks. You'll ...
Seattle, WA · On-site
... and large-scale distributed systems. Your contributions will directly impact the products and ... models for product recommendations, personalized search, and information retrieval tasks. You'll ...
Seattle, WA · On-site
Amazon has positions available for Machine Learning Applied Science Internships in, but not limited ... scale data analyses, model development, model validation and model implementation. - Design ...
Seattle, WA · On-site
Amazon has positions available for Machine Learning Applied Science Internships in, but not limited ... scale data analyses, model development, model validation and model implementation. - Design ...
Seattle, WA · On-site
$200K - $300K/yr
A model that responds in under 500ms is a product. We're looking for someone who's excited about ... internships, or open-source. You don't need to have shipped at production scale yet; you do need to ...
Seattle, WA · On-site
$200K - $300K/yr
A model that responds in under 500ms is a product. We're looking for someone who's excited about ... internships, or open-source. You don't need to have shipped at production scale yet; you do need to ...
Seattle, WA · On-site
This internship is not just about executing tasks - it's about being a driving force behind ... You will tackle challenging, groundbreaking research problems on production-scale data, with a ...
Seattle, WA · On-site
This internship is not just about executing tasks - it's about being a driving force behind ... You will tackle challenging, groundbreaking research problems on production-scale data, with a ...
Seattle, WA · On-site
$42.75/hr
... scale models. We are looking for talented individuals to join us for an internship. Our internship program offers students hands-on experience, industry exposure, and opportunities to apply their ...
Seattle, WA · On-site
$42.75/hr
... scale models. We are looking for talented individuals to join us for an internship. Our internship program offers students hands-on experience, industry exposure, and opportunities to apply their ...
Seattle, WA · On-site
$42.75/hr
... scale models. We are looking for talented individuals to join us for an internship. Our internship program offers students hands-on experience, industry exposure, and opportunities to apply their ...
Seattle, WA · On-site
$42.75/hr
... scale models. We are looking for talented individuals to join us for an internship. Our internship program offers students hands-on experience, industry exposure, and opportunities to apply their ...
Seattle, WA · On-site
$57/hr
Preferred Qualifications: - Experience in data modeling and analysis for large-scale systems or ... Interns have day one access to health insurance, life insurance, wellbeing benefits and more.
Seattle, WA · On-site
$57/hr
Preferred Qualifications: - Experience in data modeling and analysis for large-scale systems or ... Interns have day one access to health insurance, life insurance, wellbeing benefits and more.
Seattle, WA · On-site
Amazon has positions available for Machine Learning Applied Science Internships in, but not limited ... scale data analyses, model development, model validation and model implementation. - Design ...
Seattle, WA · On-site
Amazon has positions available for Machine Learning Applied Science Internships in, but not limited ... scale data analyses, model development, model validation and model implementation. - Design ...
$12.04 - $13.43
8% of jobs
$14.69 is the 25th percentile. Wages below this are outliers.
$13.43 - $14.82
19% of jobs
$14.82 - $16.21
19% of jobs
The median wage is $16.84 / hr.
$16.21 - $17.61
10% of jobs
$17.61 - $19
3% of jobs
$19 - $20.39
7% of jobs
$21.75 is the 75th percentile. Wages above this are outliers.
$20.39 - $21.79
9% of jobs
$21.79 - $23.18
7% of jobs
$23.18 - $24.57
4% of jobs
$24.57 - $25.96
8% of jobs
$25.96 - $27.36
5% of jobs
$12
$18
$27
| Aspect | Internship Scale Model Maker | Scale Model Maker |
|---|---|---|
| Credentials | Typically students or entry-level with basic skills | Professional certifications or extensive experience often preferred |
| Work Environment | Internship programs, educational settings, or entry-level workshops | Manufacturing facilities, custom workshops, or studios |
| Industry Usage | Used as training or learning roles in industries like film, architecture, or hobby modeling | Full-time roles in industries such as film production, architecture, or product design |
The main difference is that an Internship Scale Model Maker is an entry-level or training position focused on learning and skill development, while a Scale Model Maker is a professional with more experience, often working independently or in specialized projects. Interns typically gain foundational skills, whereas full-time model makers handle complex projects and have advanced expertise.

$110K - $150K/yr
Full-time
Posted 6 days ago
7.4
Based on 7,079 frontline employees who took The Breakroom Quiz
6th of 39 rated national retailers
At AWS SageMaker AI, we're making it easy to build state-of-the-art foundation models on the cloud. Model Factory is our platform for building, training, customizing, and evaluating foundation models at scale. Instead of hand-chaining data prep, distributed training, evaluation, and deployment across thousands of GPU and AWS Trainium devices, Model Factory lets teams express the whole lifecycle as a single, contract-validated workflow - orchestrated, reproducible, and fully managed.
As LLMs and Generative AI scale, Model Factory is the platform that turns frontier training research into a reliable, repeatable pipeline for our internal teams and customers.
We're looking for a Software Development Engineer to help design, build, and operate the distributed systems at the core of this platform - the orchestration engine, compute integrations, SDK and contract layer, and the infrastructure that runs large-scale training and customization jobs. You'll own components end-to-end, from design through delivery and on-call operations, and work closely with the ML scientists and platform teams who depend on Model Factory every day. You'll turn requirements into robust, scalable, supportable services that fit cleanly into the overall architecture, uphold a high engineering bar, and grow your scope and technical leadership as you go.
A successful candidate has a strong software-engineering foundation, writes high-quality distributed-systems and services code, communicates clearly, and is motivated to deliver results in a fast-paced, ambiguous environment.
Key job responsibilities
As a Software Development Engineer on the SageMaker AI team, you will:
- Design, build, test, and operate services that orchestrate foundation-model data preparation, training, evaluation, and deployment as reliable, contract-validated workflows.
- Own delivery of individual components end-to-end - from design and implementation through deployment, monitoring, and on-call operations.
- Build and extend compute-backend integrations and job launchers - submitting, monitoring, and recovering large-scale training jobs across SageMaker (Training/Processing/HyperPod), EMR, AWS Batch, and Kubernetes/EKS.
- Improve the platform's resiliency and operability for long-running distributed jobs - checkpoint/resume, fault detection and recovery, retries, and observability (metrics, logging, experiment tracking).
- Contribute to the SDK, workflow orchestration, and schema/contract layer that teams use to declare and run jobs, and to the CDK infrastructure that deploys the platform.
- Integrate containerized training and evaluation frameworks (e.g., PyTorch/FSDP, verl, NeMo/Megatron) into the platform's task and recipe model.
- Contribute to design and architecture discussions, write clear technical designs, and uphold engineering best practices (code review, testing, operational readiness).
- Collaborate with ML scientists and internal customers to translate training requirements into reliable, self-service platform capabilities, and help onboard and mentor interns and new engineers as you grow.
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Amazon.com, Inc., commonly known as Amazon, is an American multinational technology company. It was founded by Jeff Bezos in 1994 and initially started as an online marketplace for books. Since then, Amazon has expanded its operations and become one of the largest e-commerce companies in the world. Amazon's primary business is its online retail platform, where customers can purchase a vast array of products, including electronics, clothing, books, home goods, and much more. The company offers a convenient and user-friendly shopping experience, with features such as fast shipping, customer reviews, and personalized recommendations. In addition to its e-commerce platform, Amazon has diversified its business into various other areas. One of its notable ventures is Amazon Web Services (AWS), a comprehensive cloud computing platform that provides services such as storage, compute power, and database management to individuals and businesses. AWS has become a leader in the cloud computing industry, powering many websites and applications worldwide. Amazon has also developed its own consumer electronics, including the popular Amazon Kindle e-reader, Fire tablets, Fire TV streaming devices, and the Alexa-powered Echo smart speakers. The Alexa voice assistant, integrated into these devices, allows users to interact with their devices using voice commands, perform tasks, and access information. Furthermore, Amazon has expanded into media and entertainment. It operates Prime Video, a streaming service that offers a wide range of movies, TV shows, and original content. Amazon Music provides a platform for streaming and purchasing digital music, while Audible offers audiobooks and other audio content. The company's commitment to customer satisfaction and convenience is demonstrated by its membership program, Amazon Prime. Prime members receive various benefits, including free two-day shipping, access to streaming services, exclusive deals, and more.
It services, book publishers, retail, real estate and computer and electronic product manufacturing
10,000+ Employees
Seattle, WA, US