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Amazon currently has 1520 active AI-related job listings. The majority of these roles, 41%, are focused on agents, with application-related positions making up another 26%. Engineering is the dominant function, accounting for 1207 of the listings. The company has seen a 20% decrease in new AI roles over the last 30 days, with 636 new positions posted compared to 798 in the preceding 30-day period.

Auto-generated from active job postings · last refreshed 2026-07-05

Amazon

Amazon

Big Tech

Frequently asked questions

  • What AI roles is Amazon hiring for?

    Amazon currently has 1520 active AI-related roles in our index. The most common open titles are: ML Data Associate-II (9), 2026 Applied Scientist Intern, Amazon University Talent Acquisition (8), AI Data Associate (Dutch) , Artificial General Intelligence Data Services (8), Senior Delivery Consultant - Data , Professional Services, AWSI HCLS (8), Software Development Engineer, AWS (7). Most positions are in Engineering and Research.

  • What stage of AI development does Amazon focus on?

    Amazon's active AI hiring is concentrated in: agents (41%), application (26%), serving infrastructure (13%). These categories follow a seven-stage AI lifecycle: data, pre-training, post-training, serving infrastructure, agents, evaluation, and application.

  • Where is Amazon hiring AI talent?

    Amazon is hiring AI talent in: United States (983 roles), Canada (56 roles), United Kingdom (49 roles), India (23 roles).

  • What skills does Amazon look for in AI roles?

    Job postings at Amazon most frequently mention: Machine Learning, Generative AI, Large Language Models (LLMs), Software Engineering, Agentic Systems.

  • How many AI roles has Amazon posted recently?

    In the past 30 days, Amazon has posted 613 new AI-related roles. That is a -23% change versus the prior 30 days (793 → 613).

Currently tracking 1072 active AI roles, with 1266 new openings in the last 4 weeks. Primary focus: Agent · Engineering. Salary range $65k–$465k (avg $194k).

Hiring
1072 / 1850
Momentum (4w)
↓-89 -7%
1266 opens last 4w · 1355 prior 4w
Salary range · avg $194k
$65k–$465k
USD · disclosed roles only
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Oct '24
last role yesterday
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Jobs (5,325)

1072 AI · 3053 total active
Show
Active onlyAI only (≥ 7)
Stage
AllData · 419Pretrain · 12Post-train · 164Serve · 325Agent · 1072Eval Gate · 46Ship · 710
Function
AllEngineering · 3644Product · 1228Research · 368
Country
AllUnited States · 3178Canada · 205United Kingdom · 182Japan · 171Australia · 110India · 71Netherlands · 69China · 62Taiwan · 48Spain · 47Singapore · 46Belgium · 41Germany · 41Poland · 37Brazil · 35South Korea · 29Ireland · 28France · 19Mexico · 19Hong Kong · 18Italy · 15Costa Rica · 14Switzerland · 14Romania · 10South Africa · 10Sweden · 8New Zealand · 7Philippines · 7Thailand · 7Malaysia · 5Vietnam · 5Egypt · 3Greece · 2Puerto Rico · 2Saudi Arabia · 2Austria · 1Czech Republic · 1Denmark · 1Estonia · 1Finland · 1Hungary · 1Norway · 1Portugal · 1Turkey · 1
Sort
AI scoreRecentTitle
TitleStageFunctionLocationFirst seenAI score
Sr. Specialist Sales Rep, ISV GenAI/ML
This role is for a Senior Specialist Sales Representative focused on Independent Software Vendors (ISVs) within the Generative AI and Machine Learning domain on AWS. The primary responsibility is to drive adoption and revenue growth of AWS's Generative AI services by identifying customer opportunities, understanding their needs, and positioning AWS solutions. The role requires business acumen, technical understanding of AI/ML, and strong sales and consultative skills to act as a trusted advisor, helping customers embed and deploy AWS Generative AI solutions to solve business problems and unlock new value. The individual will own the full sales cycle, build strategic account plans, and collaborate with various stakeholders including Line of Business, Data Science, IT, and partners.
—ProductSan Francisco, CAApr 65
Sr TPM, Amazon Supply Chain
Senior Technical Program Manager to define, own, and drive technical programs for GenAI/Agentic AI solutions within AWS Applied AI Solutions, focusing on supply chain operations. The role involves partnering with product management and technical leadership to identify opportunities, influence strategy, and align roadmaps across engineering and science teams.
3251–3300 of 5,325← Prev1…656667…107Next →
Agent
Engineering
Seattle, WA
Apr 6
5
Senior Data Scientist, Amazon Stores Finance Science, Amazon Stores Finance Science
This role focuses on developing and building new ML and statistical forecasting models for Amazon Stores' financials, aiming to improve financial decision-making and planning for senior leadership. It involves working with stakeholders, collaborating with various teams for production implementation, and adapting new modeling techniques.
DataEngineeringSeattle, WAApr 45
Catalog Specialist, WWRR Science Annotation Team
This role supports Machine Learning (ML) models and classification algorithm development by performing data annotation and ensuring high-quality standards for annotated data. The specialist collaborates with product, technology, and science teams to optimize model performance and improve annotation processes.
DataEngineeringIN, TS, HyderabadApr 35
Product Manager Technical, JP Store Tech, AI Shopping Experience and Marketing Automation
Product Manager Technical role focused on AI-native product development for Amazon's JP Store. The role involves owning the end-to-end customer experience for AI-powered marketing automation, using generative AI to create personalized content and experiences that drive product discovery and conversion across various channels. Responsibilities include defining customer journeys, designing experiments, driving data-driven product development, and collaborating with engineering and design teams on AI-powered features.
ShipProduct13, Japan +1Apr 35
Principal GenAI Partner Dev Mgr, AMER Tech Partners - GenAI ISVs Team
This role is for a Principal GenAI Partner Development Manager on the AMER Tech Partners team, focusing on ISV partnerships within the Generative AI domain. The primary responsibility is to lead go-to-market strategy and manage partnership relationships with strategic Generative AI ISVs to drive adoption of AWS cloud computing platform and generate revenue opportunities. The role involves defining and executing joint sales programs, engaging with partner sales organizations and end customers, developing partner plans, managing revenue targets, and working with internal AWS teams and external partners to ensure success. It requires understanding technical requirements to guide product offerings and using analytics tools to track metrics. The role is focused on scaling GenAI initiatives and helping partners unlock possibilities.
—ProductSeattle, WAApr 35
Software Development Engineer, AWS Central SDE Team
Software Development Engineer role within AWS Central SDE Team, focusing on building and maintaining code for various AWS services. While AI/ML is listed as a specialization area, the core responsibilities described are general software engineering tasks. The role requires experience in designing and developing large-scale software systems and mentions knowledge of ML frameworks and fundamentals as preferred qualifications, suggesting an adjacent or exploratory engagement with AI/ML rather than core development.
ServeEngineeringSeattle, WAApr 35
Data Engineer, Seller Partner Trust and Store Integrity Science
Data Engineer role focused on building and maintaining scalable data infrastructure and pipelines to support ML model training and inference for fraud prevention in e-commerce. The role involves processing large volumes of data, optimizing ETL processes, ensuring data integrity, and collaborating with scientists to productionize ML models, with a focus on low latency and high reliability for inference.
ServeEngineeringSeattle, WAApr 35
Robotics - Software Development Engineer
Software Development Engineer role focused on robotics at Amazon, involving the design, development, and operation of innovative products and services. The role requires collaboration with cross-disciplinary teams, building scalable cloud-native solutions, and leveraging GenAI/AI tools for development productivity. Key responsibilities include working with fulfillment center technologies like robotics, computer vision, and cloud services, as well as writing clean code and participating in agile development practices.
ShipEngineeringSunnyvale, CAApr 35
Data Scientist, Amazon Music - DISCO
Data Scientist role at Amazon Music focused on accelerating customer growth through personalized experiences, engagement, and retention. The role involves advanced analytics, experimentation, building causal and predictive models, and driving data-informed product decisions. It touches on Gen AI initiatives and requires experience in ML/statistical modeling and data querying.
ShipEngineeringSeattle, WAApr 35
Sr. Specialist BD, AI/ML, WWSO
This role is a Senior Specialist Business Development role focused on driving the adoption of AWS AI/ML/GenAI products and services within the WWSO (Worldwide Specialist Organization). The primary focus is on sales, business development, and customer engagement to promote AWS AI/ML solutions, rather than direct AI/ML model development or research. The role involves understanding customer business challenges and demonstrating how AWS AI/ML services can provide solutions, synthesizing market intelligence, and collaborating with sales and product teams.
—Product31, China +1Apr 25
Sr. Product Manager-Technical, Merch on Demand
Product Manager, Technical for Amazon Merch on Demand to own the product end to end, including vision, strategy, and delivery. The role involves defining and executing product vision, strategy, and roadmap, framing discussions with stakeholders, establishing business indicators, and driving product discovery and prioritization. It also includes exploring and implementing AI-driven solutions for design assistance, personalization, and workflow automation, monitoring technology trends in AI, and overseeing user interface design, usability testing, and customer research. The role requires managing bottlenecks, resolving escalations, optimizing roadmaps, and influencing strategic direction.
—ProductSeattle, WAApr 25
Software Development Engineer, AWS SDE Centralized Team
This is a general Software Development Engineer (SDE) role within AWS that can be considered for various teams, including those focused on AI/ML. While AI/ML is mentioned as a potential specialization, the core responsibilities are for a general SDE, focusing on designing, developing, and maintaining code, implementing software solutions, and collaborating with cross-functional teams. The role emphasizes core software engineering principles and does not appear to be directly building or shipping AI models as its primary function.
—EngineeringSeattle, WAApr 25
Sr. Quantitative UX Researcher, Applied AI Solutions
Seeking a Sr. Quantitative UX Researcher to shape AI-native business applications, define research strategy, and influence human-AI interaction. This role involves owning experimental design, quantitative analysis, insight generation, and measurement strategies for AI-powered solutions. The researcher will work in 0 to 1 environments, define success metrics for agentic AI products, identify key behavioral signals, and invent AI-enabled tools and processes to scale research impact.
AgentResearchSeattle, WAApr 25
Catalog Specialist II - German , WWRR Science Annotation Team
This role supports ML model development by performing data annotation and assisting data scientists with classification algorithms. The focus is on ensuring high-quality annotated data to optimize model performance within the consumer domain.
DataEngineeringIN, TS, HyderabadApr 15
Senior Programmatic Solutions Consultant, Amazon Ads
Senior Programmatic Solutions Consultant for Amazon Ads, focusing on managing the end-to-end customer experience for programmatic trading desks using the Amazon DSP. This role involves driving customer success through expertise in programmatic advertising, consulting on strategy, providing training, analyzing data for optimization, and advocating for customer feedback to inform product development. The role requires strong analytical skills, experience with digital advertising technologies, and client-facing experience.
—Product31, China +1Apr 15
Senior Programmatic Solutions Consultant, Amazon Ads
This role is for a Senior Programmatic Solutions Consultant at Amazon Ads, focusing on managing the end-to-end experience for enterprise customers using the Amazon DSP. The consultant will drive customer success through expertise in programmatic advertising, provide training, strategic consulting, campaign optimization recommendations, and act as a liaison between customers and internal Amazon teams. The role involves analyzing data, advocating for customers, and ensuring proficient use of the Amazon DSP.
—Product31, China +1Apr 15
Worldwide Partner Solutions Architect, Data and AI GTM
This role focuses on enabling partners and customers to deploy Generative AI (GenAI) workloads on AWS. The Partner Solution Architect will drive the go-to-market strategy for building and scaling GenAI solutions, working directly with customers to understand their challenges and implement scalable GenAI solutions, often through proof-of-concepts. The role involves collaborating with account teams, research scientists, and product teams to drive model implementations and create new solutions. Key responsibilities include enabling partners on AWS AI/data services, defining engagement strategies for autonomous agents and GenAI adoption, collaborating with AWS service teams on new capabilities, providing thought leadership on AI/data solutions, driving best practices, evangelizing partner value propositions, and offering architectural guidance for partner engagements.
AgentEngineeringSeattle, WAApr 15
Software Engineer - ML and Distributed Systems, Amazon Personalize
Software Engineer role focused on building and scaling a large-scale machine learning platform for Amazon Personalize, an AWS service that provides individualized recommendations. The role involves architecting and developing the platform, optimizing performance, and creating solutions for distributed systems.
ServeEngineeringMountain View, CAApr 15
Sr. Product Manager - Technical, Alexa Audio
The Sr. Product Manager - Technical for Alexa Audio will own the product strategy and roadmap for audio features on Alexa, focusing on new content creation and enablement. This role involves working cross-functionally with engineering, science, design, and business teams to deliver industry-leading audio experiences across various devices and locales, leveraging Generative AI and LLM capabilities.
—ProductCA, BC +1Apr 15
Senior Product Manager, Amazon Merch on Demand
Senior Product Manager for Amazon Merch on Demand, focusing on e-commerce experiences in the sports and customization space. The role involves owning the product lifecycle, driving vision and strategy, leading cross-functional teams, and conducting customer discovery. While not directly building AI, the role requires understanding and leveraging generative AI tools to enhance workflows and customer experiences.
—ProductSeattle, WAApr 15
Systems Development Eng (AWS Generative AI & ML Servers), AWS Hardware Engineering Accelerators
This role focuses on designing, delivering, and operating AWS cloud offerings that enable high performance and scalability for AI/ML and HPC workloads, specifically targeting continuous price-performance improvements for large-scale LLM training and inference. The candidate will work across the full technical stack from baremetal server hardware to userland software, acting as a technical leader and systems debugger.
ServeEngineeringCupertino, CAApr 15
Systems Development Eng (AWS Generative AI & ML Servers), AWS Hardware Engineering Accelerators
This role focuses on building and operating AWS cloud offerings that enable high performance and scalability for AI/ML and HPC workloads, specifically targeting generative AI training and inference. The Systems Development Engineer will work on server designs, optimizing price-performance, and ensuring reliability and scalability of the underlying hardware infrastructure.
ServeEngineeringSeattle, WAApr 15
Quality Auditor - 한국어 韓国語 Korean , AGI Data Services
The role involves performing quality audits on data submitted by Data Associates, validating automated quality measurement systems through manual reviews, and coaching Data Associates to maintain high standards of data quality for AI development and training. The primary focus is on data quality assurance for AI training.
DataEngineering27, Japan +1Apr 15
Senior Business Development, Telecom CX
Senior Business Development Manager for Telecom CX at Amazon, focusing on leveraging Generative AI and Agentic AI to modernize customer journeys and contact center solutions. The role involves engaging with senior executives, understanding industry challenges, and delivering business outcome-driven propositions.
—ProductDallas, TXApr 15
Sr. Security Services SA, AWS Security Services SA - North America
This role is for a Senior Solutions Architect on a new AWS Security Services team focused on driving customer adoption of AWS security services, particularly for generative AI and agentic architectures. The role involves owning the technical relationship with enterprise customers, architecting secure solutions, and providing feedback to product teams. It is a founding role on a new team, requiring the individual to help define processes and playbooks.
—EngineeringSeattle, WAApr 15
Sr. Security Services SA, AWS Security Services SA - North America
Senior Solutions Architect for AWS Security Services, focusing on helping enterprise customers securely adopt AWS security services, especially for generative AI and agentic architectures. This founding role involves owning technical relationships, architecting solutions, influencing product roadmaps, and producing thought leadership.
—EngineeringSeattle, WAApr 15
Sr. Analytics & AI Specialist Solutions Architect, AGS-NAMER-US-COV-SPEC-SA-Data&AI-Analytics
This role is for a Sr. Analytics & AI Specialist Solutions Architect within AWS Global Sales. The primary focus is on helping customers leverage AWS services for data analytics and AI, acting as a trusted advisor and thought leader. The role involves deep technical expertise in data and AI domains to drive customer adoption and growth, collaborating with sales, marketing, and product teams. It emphasizes architectural reviews, thought leadership through content creation, and educating customers on AWS value propositions.
—EngineeringMountain View, CAApr 15
Principal Product Manager - Tech, RISC Inventory Management
Principal Product Manager - Tech for Amazon's RISC team, focusing on inventory management to ensure customer safety and compliance by removing unsafe products from the fulfillment network. Owns product strategy, definition, and execution, partnering with engineering and product leaders across multiple VP organizations. Drives improvements in key metrics related to product suppression, inventory reduction, and reinstatement timelines.
—ProductSeattle, WAApr 15
Global Retirement Risk Manager, Global Retirement and Investments Team (GRIT)
This role is for a Global Retirement Risk Manager at Amazon, focusing on identifying, assessing, mitigating, and monitoring risks within the company's global retirement programs. The individual will develop risk management strategies, frameworks, and governance structures, implement monitoring mechanisms, and manage risk reporting. While the core role is risk management, it involves using AI-powered analytics tools and generative AI applications for tasks like risk monitoring, predictive modeling, and dashboard development, making it AI-adjacent.
—EngineeringLondon, United KingdomMar 315
Principal Solutions Architect, Startups
This role focuses on working with early-stage startups to help them leverage AWS technology at scale, providing technical guidance, designing architectures, and acting as a trusted advisor. While the role mentions generative AI and deep learning, its core function is cloud solutions architecture and customer enablement, not direct AI/ML model development or deployment.
—EngineeringSan Francisco, CAMar 315
Senior Sales Specialist, GenAI/ML, AGS Specialist Sales, Enterprise
Senior Sales Specialist for Generative AI/ML at AWS, focusing on driving customer adoption and revenue growth for AWS's GenAI services within a specific territory. The role involves identifying customer opportunities, understanding their needs, aligning them with AWS GenAI solutions, and acting as a trusted advisor to embed and deploy these solutions. Responsibilities include developing GTM strategies, engaging with C-suite leaders, creating value propositions, co-developing GTM motions for new products, and gathering customer insights for product roadmaps.
—ProductSanta Clara, CAMar 315
GenAI Experiences Demo Architect , AWS Professional Services
This role focuses on creating and delivering AI-powered demonstrations for AWS customers, educating them on AI technologies and their business value. It involves building high-quality demos, providing technical guidance, and facilitating hands-on experiences with AWS services and partner solutions, ultimately driving customer engagement and pipeline opportunities.
ShipProductArlington, VAMar 315
Software Development Manager, AWS Agentic AI
Software Development Manager for AWS QuickSuite, a new Generative AI application for enterprises. The role involves leading a team of engineers to define, develop, and ship AI software, collaborating with scientists and product managers, and ensuring operational excellence.
AgentEngineeringIL, HaifaMar 315
Sales Operations III - AMZ9674125
This role focuses on optimizing sales operations processes, analyzing sales trends, and developing automated solutions, with a specific emphasis on leveraging Generative AI capabilities to enhance workflow efficiency and derive insights from complex data. The position requires a Bachelor's degree and experience in data-driven planning, analytical initiatives, and implementing innovative processes.
—ProductMiami, FLMar 315
Data Engineer, PXT Central Science
Data Engineer on the PXT Central Science team, responsible for enhancing data architecture, building features, developing end-to-end data engineering solutions for analytical problems, and collaborating with scientists and engineers. Focuses on data pipeline development, model productionization, API development, data integration, and quality checks within an AWS environment.
ServeEngineeringSeattle, WAMar 315
Senior Economist, Device Economics
Senior Economist role focused on causal inference, machine learning, and empirical industrial organization to optimize resource allocation and pricing decisions within Amazon Devices. The role involves leading vision setting, methods innovation, and influencing business executives, with outputs integrated into scaled systems for automation and objective maximization.
—ResearchSeattle, WAMar 315
Sr. Security Services SA, AWS Security Services SA - North America
This role is for a Senior Solutions Architect on a new AWS Security Services team focused on driving customer adoption of AWS security services, particularly for generative AI and agentic architectures. The role involves owning the technical relationship with enterprise customers, architecting secure solutions, and providing feedback to product teams. It is a founding role on a new team, requiring the individual to help define processes and playbooks.
—EngineeringSeattle, WAMar 315
Technical Program Manager, Payee Management
This role is for a Technical Program Manager within Amazon's Accounts Payables Technology team, focused on driving automation through agentic AI and ML. The TPM will manage complex cross-functional programs, define strategy, and ensure delivery of automation solutions that optimize financial operations. While the team uses AI/ML, the role itself is focused on program management and product delivery rather than direct AI/ML development.
—ProductIN, HR, GurugramMar 305
Senior Technical Program Manager, GenAI Games, Amazon Games GenAI & Strategic Initiatives
Senior Technical Program Manager for Amazon Games GenAI team, focusing on delivering innovative Gen AI games. This role involves program management across a portfolio of AI games, acting as a liaison between GenAI tooling, AWS, and studio teams. Responsibilities include onboarding developers to AI services, shaping the product roadmap, assessing AI models and tools, and coordinating with various stakeholders for successful game launches. The role requires strong technical program management experience, game industry experience, and fluency in Generative AI concepts.
ShipProductSeattle, WAMar 305
Program Manager III, (Alpha/Beta Testing), Insights & Research
Program Manager for Alpha/Beta testing of crime reduction products, leveraging AI-powered analytics tools to process user feedback, generate insights, and drive product launches. Focuses on managing testing programs, recruiting participants, monitoring engagement, and synthesizing AI-generated reports with qualitative insights.
—ProductHawthorne, CAMar 305
Application Builder, Ring Software Product Builders
This role is for an Android Software Development Engineer on the Ring team, focusing on building and improving mobile applications that interact with Ring devices. The engineer will use AI tools to enhance feature development efficiency, including code generation and testing, and will collaborate with a cross-functional team to deliver new features for millions of users, aiming to make neighborhoods safer.
—EngineeringNorth Reading, MAMar 305
Application Builder, Ring Software Product Builders
iOS Software Development Engineer for the Ring team, responsible for developing mobile applications that interact seamlessly with devices and delight customers. The role involves designing and building features, improving mobile application architecture, and using AI tools to enhance development efficiency, including creating unit tests, code, documents, and tickets. The goal is to provide the best customer experience and support new products that help make neighborhoods safer.
—EngineeringNorth Reading, MAMar 305
Software Development Manager, AWS Compliance & Security Assurance, Denied Party Screening
Software Development Manager for AWS Compliance & Security Assurance, focusing on Denied Party Screening. The role involves leading teams to build and scale ML/LLM-powered detection and resolution systems to prevent prohibited transactions with denied entities, handling significant scaling and TPS challenges. The manager will define team vision, shape technical strategy, mentor engineers, and ensure operational excellence for these AI/ML systems.
ShipEngineeringIN, KA, BengaluruMar 305
Solutions Architect, Hi-Tech and Semiconductor
Solutions Architect for AWS Global Sales, focusing on driving adoption of AWS cloud services, including Generative AI and intelligent automation, for enterprise customers in the Hi-Tech and Semiconductor industry. The role involves building technical relationships, making recommendations on cloud architecture, and educating customers on AWS technologies and new possibilities with services like Amazon Bedrock and Agentic AI architectures. The role also involves creating and sharing best practices and technical content.
—EngineeringDallas, TXMar 305
Professional Services Public Sector Presales Cloud Architect, AWS Professional Services ANZ
AWS Professional Services Cloud Architect in Australia focused on Public Sector customers, specializing in pre-sales and solution design for Agentic AI and Generative AI. The role involves understanding customer requirements, architecting cloud solutions, developing proof-of-concepts, and acting as a trusted advisor on emerging technologies.
AgentEngineeringACT, Australia +1Mar 305
Embedded Software Engineer, Server Control Firmware
Embedded Software Engineer role focused on developing and maintaining firmware for Machine Learning Accelerator (MLA) servers, including Baseboard Management Controller (BMC) and Satellite Management Controller (SMC) software. The role involves hardware/software co-design, device drivers, control systems, and automation for server infrastructure that supports ML workloads, but does not involve developing ML algorithms directly.
—EngineeringAustin, TXMar 305
Software Development Engineer (Java&AWS), Ring
Software Development Engineer (Java&AWS) for Ring backend team, focusing on designing, implementing, and testing low-latency, high-uptime distributed systems and microservices. The role involves leveraging generative AI tools to improve development processes and will contribute to the next generation of Ring applications and services.
—EngineeringM, Spain +1Mar 305
Sr. Technical Program Manager, Alexa Domains
This role is for a Sr. Technical Program Manager on the Alexa Domains team, focusing on leading initiatives related to Agentic AI, Generative AI, and Real-time AI to enhance conversational experiences for millions of customers. The TPM will collaborate with cross-functional teams to design and deliver innovative solutions, integrate advanced AI systems into Alexa's core capabilities, and manage program roadmaps, prioritization, and quality initiatives.
—ProductCA, BC +1Mar 305
Technical Program Manager, Amazon Creators Program
Technical Program Manager to lead cross-functional programs for Amazon's creator programs, focusing on social shopping and creator monetization. The role involves launching new customer-facing technology products, managing complex technical projects, and developing technical strategy. While the role utilizes AI tools for workflow efficiency and identifies opportunities for AI enhancement, its core function is program management rather than direct AI/ML development.
—ProductSeattle, WAMar 305