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Data Platform Engineer

Shift4
Toronto, CAN
Full-time
Mid · 5+ years experience
Onsite
Discovered 1 weeks ago
ansibleawscloudwatchdatadogdockerecs

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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