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Added 15 days ago
W
Experienced Professional, Process Engineering
WSP
Toronto, ON
- Full-time
Added 15 days ago
S
Data Engineer - Capital Markets
Synechron
Mississauga, ON
- $110,000 to $120,000 USD / year
- Full-time
…Intelligence, Consulting, Digital, Cloud & DevOps, Data, and Software Engineering, servicing an array of noteworthy financial services and technology firms. Through research and development…
Added 16 days ago
Electrical Engineer
Hatch
Winnipeg, MB
Added 16 days ago
Civil Engineer
Hatch
Mississauga, ON
Added 16 days ago
IN
Process Engineering Co-Op
IKO North America
Hawkesbury, ON
- Full-time
Reporting to the Process Engineer, the Process Engineer
Added 16 days ago
OS
Senior Java/Spark Developer
Open Systems Technologies
Mississauga, ON
- Contract
We are seeking a Core Java Engineer with an expertise in big data processing, particularly within the TechFin industry. This is a Contract to Hire role. Its a 3 days Hybrid position in…
Added 15 days ago
T
SAS Consultant
TechDoQuest
Markham, ON
- Full-time
Added 15 days ago
SI
Project Engineering Management, Principal Engineer - 18789
Synopsys Inc
Markham, ON
- Full-time
…empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological…
Added 15 days ago
BC
Senior Cloud Engineer - Google Firebase
BDO Canada
Toronto, ON
- Full-time
Added 15 days ago
SI
Pre-Silicon Signoff Lead
Synopsys Inc
Mississauga, ON
- Full-time
…empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological…
Added 15 days ago
SI
Project Engineering Management, Principal Engineer
Synopsys Inc
Ottawa, ON
- Full-time
…empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological…
Added 15 days ago
SI
Principal SI/PI Engineer - 18619
Synopsys Inc
Mississauga, ON
- Full-time
…empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological…
Added 16 days ago
GT
Senior QA Automation Engineer
Global Technical Talent, an Inc. 5000 Company
Toronto, ON
- $90 to $100 CAD / hour
- Contract
Added 16 days ago
C
AKS Workstream Lead
Capgemini
Mississauga, ON
- $75 to $95 CAD / hour
Added 16 days ago
S
Intermediate Structural Engineer
SYSTRA
Toronto, ON
- Full-time
Added 16 days ago
BS
Software Engineer
Beacon Software
Toronto, ON
- Full-time
…by adding people. We are building Beacon to scale by adding software. The thesis is simple: portfolio operations, value creation, and deal sourcing are bottlenecked by human attention, and…
Added 18 days ago
Software Development Engineer, Demand Forecasting & Guidance
Amazon
Toronto, ON
Added 15 days ago
TC
Transformation Lead
Tata Consultancy Services
Toronto, ON
- Full-time
Added 15 days ago
S
QA Automation Engineer with AI
Synechron
Calgary, AB
- $75,000 to $85,000 CAD / year
- Full-time
…Intelligence, Consulting, Digital, Cloud & DevOps, Data, and Software Engineering, servicing an array of noteworthy financial services and technology firms. Through research and development…
Added 15 days ago
RA
Project Engineer, Urban and Riverine Systems
R.V. Anderson Associates Limited
Toronto, ON
- Full-time
Added 15 days ago
AM
Mechanical Project Engineer
Arrow Machine And Fabrication Group
Stratford, ON
- Full-time
Added 15 days ago
W
Piping Designer (Intermediate)
Wood
Saskatoon, SK
- Full-time
Added 15 days ago
S
Senior Electrical Engineer
Stantec
Markham, ON
- Full-time
Added 16 days ago
Développeur(euse) en Automatisation Assurance Qualité / Quality Assurance Automation Developer
OPAL-RT
Montreal, QC
Added 16 days ago
C
Mining Engineer in Training (EIT)
Conuma/Quintette
Tumbler Ridge, BC
- Full-time

Amazon

Software Development Engineer, Demand Forecasting & Guidance

Toronto, ON, Canada

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Job details

Posting language: English
Posted: Sep 15, 2026

Original job description

Live sports and Streaming TV are the fastest-growing premium inventory in advertising, and they are the hardest to forecast. A regular-season game and a playoff elimination game are the same length and the same ad load, but they are not the same business. Amazon DSP's Live Events Optimizer (LEO) launched in December 2025 and is scaling from its first cohort of advertisers to hundreds; every one of them asks the same two questions before they commit budget - *how much inventory will there be, and when will it show up?* Answering those questions accurately is what our team builds.

We are looking for a Software Development Engineer to build and operate the systems that produce and serve those forecasts across Live Events and Streaming TV. This is a hands-on engineering role at the intersection of large-scale data pipelines, real-time services, and applied ML. You will write the code that ingests broadcast schedules and live game state from multiple third-party sources, resolves them into a canonical view of what is airing and when, and turns forecasted supply into signals that pacing and bidding act on.

You will work directly with applied scientists and data scientists who are pushing on the modeling side (e.g. tabular foundation models with LLM-derived semantic priors, contention and win-rate modeling, zero-shot forecasting for inventory with no history) and your job is to make that science real: productionized, monitored, cost-aware, and fast enough to matter during a live broadcast. Several of these systems are on the critical path for live inventory, so you will also raise the operational bar: telemetry, accuracy dashboards and guardrails that fail safely.

Key job responsibilities

- Design, build, test, and operate components and services within our forecasting and data platform, owning them from design through production.
- Write high-quality, maintainable, well-tested code, and participate actively in design and code review.
- Break down assigned projects into workable tasks, deliver them on a predictable schedule, and communicate progress and risks clearly.
- Partner with applied and data scientists to productionize models - building and maintaining training, inference, and monitoring pipelines, and helping translate offline experiments into running systems.
- Build the instrumentation and dashboards that show whether our forecasts are accurate, timely, and cost-efficient, and investigate when they are not.
- Participate in the team's on-call rotation and contribute to operational excellence - runbooks, alarms, and reducing recurring toil.
- Learn the advertising and live-sports domain deeply enough to make good independent judgment calls, and share what you learn with the team. 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, ON, Toronto - 114,800.00 - 191,800.00 CAD annually

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More about this job

Responsibilities

Design, build, and operate scalable data pipelines and forecasting services for live sports and streaming TV advertising. Collaborate with data scientists to productionize machine learning models while maintaining high operational standards and system reliability.

Requirements

Requires at least 3 years of professional software development experience and 2 years of system design or architecture experience. Proficiency in at least one programming language and a strong understanding of software development life cycles are essential.

Skills

Software development
System architecture
Data pipelines
Real-time services
Applied machine learning
Programming
Code review
System design
Telemetry
Operational excellence
Cloud computing
Data modeling
Performance monitoring
Scalability
Reliability engineering

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 Engineer
Demand Forecasting
Streaming TV
Advertising
Data Pipelines
Machine Learning
LLM
System Architecture
Telemetry
Operational Excellence
Scalability
Reliability
Broadcast Schedules
Inference Pipelines
Monitoring
Code Review
Computer Science
Amazon DSP
Live Events Optimizer

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