Software Development Engineer II, Amazon Ads Demand Tech, Forecasting and Guidance

AI in this role

Design and build scalable forecasting and recommendation microservices and data pipelines, with a focus on agentic workloads and model integration.

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software-engineeringdistributed-systemsapi-developmentdata-pipelinesforecasting

Amazon Ads is growing rapidly — expanding into Live events, Streaming TV, and agentic solutions for advertisers — and the Amazon Ads Demand Tech: Forecasting Insights and Guidance team needs a Software Development Engineer to help build the systems behind it all. In this role you will design and deliver campaign forecasting and recommendation services that process petabyte-scale data, power real-time advertiser decisions, and directly influence how advertising budgets are planned and optimized.

You will write production code in Java, Scala, Python, and TypeScript, build and operate large-scale data pipelines and indexing infrastructure on AWS, and collaborate with applied scientists to turn forecasting models into reliable, performant services. A major focus ahead is scaling the platform for high-throughput agentic workloads and applying AI to accelerate software upgrades and reduce operational recovery times. If you enjoy working across the full software lifecycle and want your work to have a measurable impact on a business growing at 26% year over year, this is a compelling time to join.

Key job responsibilities
- Design and implement scalable APIs and microservices that serve real-time forecasting and recommendation results to advertising customers, with a near-term focus on scaling throughput for agentic workloads
- Build and maintain backend data pipelines on EMR, Spark, and S3 that process petabyte-scale datasets, generate search indexes, and keep daily data fresh and accurate
- Collaborate with applied scientists and product teams to translate time-series forecasting models and supply-demand algorithms into production-ready, well-tested systems
- Apply AI-driven approaches to accelerate platform upgrades, reduce tech debt, and lower mean time to resolution for operational issues
- Mentor engineers on your team through code reviews and design discussions, contribute to technical roadmaps, and document systems so they can be maintained and extended by others

A day in the life
Your time splits between proactive, roadmap-driven feature work and hands-on operational responsibilities. In a typical week you might spend mornings writing and reviewing code — building a new forecasting endpoint or tuning a Spark indexing job — then shift to monitoring deployment pipelines, investigating a data-quality anomaly, or reviewing dashboards for latency and forecast accuracy. You will regularly join design reviews and cross-team syncs with product, UX, and science partners. The role operates with significant autonomy: you own your features end to end, but you are never working in isolation — peer reviews, on-call collaboration, and mentoring newer engineers are woven into the rhythm of the week.

About the team
Amazon Ads Demand Tech: Forecasting Insights and Guidance builds customer-facing forecasting and recommendation products that guide self-service advertising customers throughout their campaign lifecycle. Our systems help advertisers understand budget allocation opportunities, plan effective campaigns, and optimize performance. With Amazon Ads expanding into Live events, Streaming TV, and agentic advertiser solutions, accurate forecasting is becoming even more critical, and our team is at the center of that growth. Looking ahead, we are investing in scaling our platform for high-throughput agentic requests, using AI to accelerate upgrades across our software stack, and reducing operational recovery times. We are an inclusive group of engineers, scientists, and product managers who value clear documentation, shared on-call ownership, and continuous improvement of our platform.

Basic qualifications

- 3+ years of non-internship professional software development experience
- 3+ years of software development engineer or related occupational experience
- 3+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- 3+ 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
- 3+ years of Object Oriented Design experience
- Bachelor's degree or foreign equivalent in Computer Science, Engineering, Mathematics, or a related field
- Experience programming with at least one software programming language

Preferred qualifications

- 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Bachelor's degree in computer science or equivalent

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 https://amazon.jobs/content/en/how-we-hire/accommodations 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 https://amazon.jobs/en/benefits.

USA, CA, Palo Alto - 165,200.00 - 223,600.00 USD annually
USA, NY, New York - 158,100.00 - 213,800.00 USD annually

How we rate this

Software Development Engineer II, Amazon Ads Demand Tech, Forecasting and Guidance at Amazon rates 60 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

●●●● Builds AI80 to 100
●●●○ Works on AI60 to 79
●●○○ Uses AI40 to 59
●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

Prepare for this job

A free preview built only from this posting: what it asks for, what you could be asked in an interview, and how to adjust your resume.

Skills and AI tools this role asks for

Software EngineeringDistributed SystemsAPI DevelopmentData PipelinesForecastingJavaScalaPython

Questions you could be asked

Tell me about a project where software engineering was part of your work. What did you do?
Tell me about a project where distributed systems was part of your work. What did you do?
Tell me about a project where api development was part of your work. What did you do?
Tell me about a project where data pipelines was part of your work. What did you do?
Tell me about a project where forecasting was part of your work. What did you do?

Adapt your resume

List these exact terms on your resume: Software Engineering, Distributed Systems, API Development, Data Pipelines, and Forecasting. An applicant tracking system matches the wording, not the idea.
Attach one line of real, concrete experience to at least one of them — a tool named with nothing behind it rarely survives a human read.
Show where AI is part of your daily process, not a one-off project — this role expects it to be a running habit.

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