SDE II: ML-Powered Omnichannel Metrics Platform

Socket.dev; Toronto; On-site; CAD 115,000 - 192,000; Full time

Benefits offered by this job

Health insurance

RRSP

DPSP

Paid time off

Job summary

Amazon’s Omnichannel Metrics (OCM) team in Toronto, Canada seeks an SDE II to own end‑to‑end architecture for large‑scale data pipelines, working across Spark/EMR, AWS, and data modeling. You’ll mentor engineers, drive design reviews, and partner with scientists to productionize ML models for advertiser measurement.

The role emphasizes ambiguity, fast delivery, and impact on real-time insights for hundreds of advertiser studies, with a path to shape OCM’s next generation platform.

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.

Responsibilities

• Design and build scalable data pipelines processing billions of ad impression and panel receipt events using Spark/EMR on Kestrel, powering omnichannel attribution for thousands of active advertiser studies.
• Lead architecture decisions for OCM's calibration, report generation, and data processing systems spanning multiple pipelines across multiple AWS accounts.
• Own end-to-end delivery of major product features — from technical design through production launch — including real-time streaming attribution, AI-powered report generation, and new vertical measurement frameworks.
• Drive operational excellence across OCM's distributed systems: improve observability, eliminate silent failures, and build self-healing capabilities to meet advertiser SLAs.
• Mentor junior engineers, raise the bar on code quality through design reviews and CRs, and establish engineering best practices across the team.
• Partner with applied scientists and product managers to translate ML model requirements into production-grade systems that serve advertiser-facing measurement products

Skills

Software development

Architecture design

Programming in at least one language

Education

Bachelor's degree in computer science or equivalent

Job description

Amazon’s Omnichannel Metrics (OCM) team in Toronto, Canada seeks an SDE II to own end‑to‑end architecture for large‑scale data pipelines, working across Spark/EMR, AWS, and data modeling. You’ll mentor engineers, drive design reviews, and partner with scientists to productionize ML models for advertiser measurement.

The role emphasizes ambiguity, fast delivery, and impact on real-time insights for hundreds of advertiser studies, with a path to shape OCM’s next generation platform.