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Bounteous

Creating digital solutions for today's challenges and tomorrow's opportunities.

Databricks Solution Architect

Solutions EngineerSolutions EngineerFull TimeRemoteLeadTeam 501-1,000Since 2003H1B SponsorCompany SiteLinkedIn

Location

Canada

Posted

1 day ago

Salary

$115K - $150K / year

Seniority

Lead

Job Description

Databricks Solution Architect

Bounteous

• Architect and lead the implementation of an enterprise lakehouse on Databricks (Delta Lake, Unity Catalog, Photon, Workflows) across one or more major clouds (AWS, Azure, or GCP). • Design scalable batch and streaming data pipelines using PySpark, Spark SQL, Structured Streaming, and Delta Live Tables; establish patterns for ingestion from operational systems, event streams, and third-party APIs. • Define and enforce platform standards for data modeling (medallion architecture), CI/CD, code quality, testing, observability, and cost optimization. • Lead the governance strategy using Unity Catalog — fine-grained access control, data lineage, audit, and PII handling — in partnership with security and compliance. • Optimize Spark workloads for performance and cost: cluster sizing, Photon, autoscaling, file layout, Z-ordering, caching, and query tuning. • Partner with ML engineers and data scientists to operationalize models using MLflow, feature stores, and model serving on Databricks. • Own the cloud infrastructure footprint for the platform: networking, IAM, secrets, encryption, and Terraform/IaC for Databricks workspaces and supporting services. • Mentor a team of data engineers; lead architecture reviews, code reviews, and technical design sessions; raise the bar on engineering practices. • Engage with stakeholders across analytics, product, and finance to translate business needs into a roadmap for the data platform.

Job Requirements

  • 8+ years of data engineering experience, with 4+ years building production workloads on Databricks.
  • Deep expertise in Apache Spark (PySpark and Spark SQL) — including performance tuning, partitioning strategy, and the Catalyst/Photon execution model.
  • Strong hands-on experience with Delta Lake, Unity Catalog, Databricks Workflows, and Delta Live Tables.
  • Production experience on at least one major cloud (AWS, Azure, or GCP), including networking, IAM, storage (S3/ADLS/GCS), and compute primitives.
  • Proficiency in Python and SQL; comfort with Scala is a plus.
  • Experience designing medallion (bronze/silver/gold) architectures and dimensional models for analytics.
  • Strong CI/CD and DevOps practice: Git, Terraform, Databricks Asset Bundles or dbx, automated testing of data pipelines.
  • Track record of leading technical projects end-to-end and mentoring engineers.
  • Excellent written and verbal communication; able to drive alignment with both engineering and business stakeholders.

Benefits

  • Bounteous is willing to sponsor eligible candidates for employment visas.
  • Accommodation will be provided at any point throughout the hiring process for candidates with accommodation needs.
  • We welcome applications from all qualified candidates.

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