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Amazon

Software Development Engineer, Edgelink ML, Amazon Traffic Engineering

Vancouver, BC, Canada

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Job details

Posting language: English
Posted: Nov 6, 2026

Original job description

Every second, billions of signals flow in from browsers and edge services around the world. Trails turns that firehose into live, trustworthy data at the point where traffic first meets Amazon. When something goes wrong, or someone is trying to abuse the system, the pipelines you build are how teams see it first.

Trails is a unified edge observability platform. We bring client-side and edge telemetry into one governed data lake, with fine-grained access control built in. Streaming applications deliver live data to downstream detection, mitigation, and traffic insight systems, where latency is measured in seconds, not hours. You will own the data those real-time decisions depend on, and your work will show up quickly in how teams resolve real incidents. Our tools include automated traffic intelligence reports, guided investigation workflows, and dashboards that builders across the company rely on. You will make queries over huge datasets dramatically faster and build the self-serve interface that lets teams investigate traffic patterns on their own. The platform is young, so you will have real say in architecture and direction while solving hard problems in ingestion, data quality, and low-latency delivery.

Key job responsibilities
- Design and ship streaming pipelines and telemetry features for real-time ingestion and observability at scale.
- Optimize and speed up data queries over large datasets through better data layout, partitioning, and query design.
- Build a self-serve interface that lets teams investigate traffic patterns without needing engineering help.
- Build data solutions that make edge systems easier to see, understand, and operate.
- Automate away toil and expand self-serve data query capabilities.
- Power insight reports that help teams triage availability issues and abuse incidents fast.
- Write clean, maintainable code that keeps the platform stable.
- Partner with other teams to bring in new telemetry sources and delight customers.
- Join the on-call rotation to keep the platform available 24x7. Basic Qualifications: - 3+ years of non-internship professional software development experience
- 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- 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.

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. As a total compensation company, Amazon's package may include other elements such as sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location. Amazon offers comprehensive benefits including health insurance (medical, dental, vision, prescription, basic life & AD&D insurance), Registered Retirement Savings Plan (RRSP), Deferred Profit Sharing Plan (DPSP), paid time off, and other resources to improve health and well-being. We thank all applicants for their interest, however only those interviewed will be advised as to hiring status.

CAN, BC, Vancouver - 114,800.00 - 191,800.00 CAD annually

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More about this job

Responsibilities

Design and implement streaming pipelines for real-time data ingestion and observability at scale. Develop self-serve interfaces and optimize data queries to enable teams to investigate traffic patterns and resolve incidents efficiently.

Requirements

Requires at least 3 years of professional software development experience and 2 years of system design or architecture experience. Candidates must demonstrate proficiency in programming and a strong understanding of software development life cycle practices.

Skills

Software development
System architecture
Streaming pipelines
Telemetry
Data ingestion
Observability
Data query optimization
Data partitioning
Self-serve interface design
Real-time data delivery
Code maintenance
Incident resolution
Reliability engineering
Scaling
Design patterns

Benefits

Health insurance
Medical insurance
Dental insurance
Vision insurance
Prescription insurance
Basic life insurance
AD&D insurance
Deferred profit sharing plan
Paid time off
Restricted stock units

Visa sponsorship

Not detected in the job text

Keywords

Software Development
Machine Learning
Traffic Engineering
Edge Computing
Observability
Data Lake
Streaming Pipelines
Telemetry
Data Ingestion
Query Optimization
System Architecture
Reliability
Scalability
Dashboarding
Incident Management
Automation
Code Review
Source Control
Testing
Operations

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