Homebase

Data & ML Platform Engineer (Hybrid)

Homebase
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3 hours ago
Toronto, CanadaSenior

Responsibilities

  • Build and operate CDC and streaming pipelines with Kafka, Debezium, Spark streaming, and Delta, including replay, restream, and ingestion SLAs.
  • Manage the Databricks data platform, Unity Catalog, warehouses, Terraform, CI/CD, and DAB deployments for data infrastructure.
  • Build the serving layer with gRPC services, transition batch workloads to real-time inference, and improve visibility into LLM latency and cost.
  • Evolve the feature store and MLflow practices and partner with data science to productionize proofs of concept.
  • Use AI-assisted engineering tools to build, test, and operate systems and share effective practices with the team.
  • Collaborate with data engineering, data science, and product engineering to create reliable systems based on customer needs.
  • Participate in the team on-call rotation and help improve system reliability over time.

Requirements

  • Production experience with distributed streaming systems, Kafka, and CDC.
  • Hands-on experience with Spark and Delta.
  • Strong Python and SQL skills.
  • Experience with container infrastructure such as Docker, ECS, or Kubernetes.
  • Infrastructure-as-code experience, ideally with Terraform.
  • Solid data modeling fundamentals and comfort participating in an on-call schedule.
  • Experience experimenting with AI tools in an engineering workflow and sharing learnings with teammates.
  • Ability to collaborate across technical and non-technical teams in an ambiguous, fast-moving environment.
  • Bonus experience with Unity Catalog governance, MLflow, feature stores, LLM serving, Protobuf event contracts, or Postgres internals.

Benefits

  • Stock options and TFSA/RRSP with a 4% company match.
  • Comprehensive medical, dental, and vision coverage for employees and dependents.
  • Flexible paid time off, company holidays, and designated focus periods.
  • Access to paid AI tools with minimal restrictions.
  • Maternity/parental leave EI top-up support after six months of service.
  • Work From Anywhere Month and annual meeting-free weeks.
  • Life insurance and short- and long-term disability coverage.
  • Provided meals, team offsites, and Customer Days.
  • Hybrid schedule requiring in-office work at the Toronto hub every Tuesday and Wednesday.
Homebase

About Homebase

1,001-5,000 employees

Homebase builds an all-in-one software platform for small businesses with hourly teams, offering employee scheduling, time tracking, payroll, team messaging, and basic HR tools. It operates as a subscription SaaS product used by over 150,000 small businesses to manage 2M+ workers and billions of tracked hours. Founded in 2014 and headquartered in San Francisco, the company is privately held.

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