workday
Data Platform Engineer
Shift4
Toronto, CAN
Full-time
Mid · 5+ years experience
Onsite
Discovered 1 weeks ago
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Key Skills for This Role
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Full Job Posting
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)
Qualifications
- 5+ years in platform, infrastructure, or DevOps 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, CloudWatch, and Aurora/RDS from the operator side
- Proven track record tuning message-driven workloads: consumer concurrency, backpressure, 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, CloudWatch, Datadog, or the Elastic Stack
- Enough Python to read, debug, and instrument worker code
- Passion for automation, performance, and clean system design
Nice to have
- CDC tooling (Debezium, AWS DMS) and MySQL Binlog replication
- Message brokers beyond SQS: Apache Kafka/Confluent, RabbitMQ
- Elastic 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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