Data Platform Engineer
Job in
Toronto, Ontario, C6A, Canada
Listed on 2026-10-17
Listing for:
Shift4
Full Time
position Listed on 2026-10-17
Job specializations:
-
IT/Tech
Data Engineering, Cloud Computing: Infrastructure & Operations, AWS, SRE/Site Reliability
Job Description & How to Apply Below
Today, our infrastructure uses Amazon ECS services and SQS queues to replicate data from Aurora MySQL into Snowflake, with plans to expand to additional data sources and consumers as our platform evolves.
This is a hands-on infrastructure engineering role focused on pipeline performance, reliability, scalability, resource optimization, cost efficiency, and observability. You will help ensure data is delivered accurately, reliably, and on time as our data platform grows. Data modeling, warehouse cost management, and business transformation logic are managed by partner teams, allowing you to focus on the infrastructure and systems that power our data ecosystem—all while embracing the Shift4 way.
Responsibilities Operate, tune, and scale the ECS/SQS-based ingestion pipelines from Aurora MySQL into Snowflake: task sizing, autoscaling, consumer concurrency, batching, retries, and dead-letter handling
Own pipeline reliability: define SLOs for freshness and lag, build alerting and dashboards, lead incident response and root-cause analysis for pipeline failures
Build and maintain infrastructure as code, deployment automation, and CI/CD for pipeline services
Continuously benchmark and tune throughput versus cost across ECS, SQS, and Snowflake ingestion (Snowpipe/COPY, stages)
Onboard new sources and consumers to the platform in partnership with application, data, and analytics teams
Apply data-quality and security controls appropriate for PCI-compliant or payment-handling environments: encryption, secrets handling, least-privilege access, audit trails
Proactively explore and apply AI tools to improve efficiency across the pipeline lifecycle (development, testing, runbooks, and documentation)
Qualifications5+ years in platform, infrastructure, or Dev Ops roles supporting data-intensive systems in production
Deep hands-on AWS experience: ECS/Fargate (task sizing, autoscaling, deployments), SQS (throughput, DLQs, visibility timeouts, batching), S3, IAM, Cloud Watch, and Aurora/RDS from the operator side Proven track record tuning message-driven workloads: consumer concurrency, back pressure, retries, idempotency, throughput versus cost Experience operating pipelines into Snowflake from the ingestion side (Snowpipe/COPY, stages, load monitoring)
Infrastructure as code with Terraform/Ansible, containerization with Docker, and CI/CD pipelines
Observability and alerting for pipeline health and lag using Prometheus/Grafana, Cloud Watch, Datadog, or the Elastic Stack Enough Python to read, debug, and instrument worker code Passion for automation, performance, and clean system design
Nice to haveCDC tooling (Debezium, AWS DMS) and MySQL Binlog replication
Message brokers beyond SQS:
Apache Kafka/Confluent, RabbitMQElastic Stack or time-series database (Prometheus, InfluxDB) administration
Experience in a PCI or otherwise regulated environment
Payments or fintech domain knowledge
We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity and/or expression, status as a veteran, and basis of disability or any other federal, state or local protected class.
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