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2 days ago
We are seeking an experienced Big Data Architect to lead strategic initiatives for cost optimization and migration of complex data workloads between different Spark platforms.
- Job Description:
- Design high-performance, cost-optimized Spark cluster architectures outside of Databricks ecosystem
- Develop automated cost monitoring solutions with real-time alerts and budget controls
- Create comprehensive migration strategies including data export, job conversion, and dependency mapping
- Implement spot instance strategies and preemptible VM usage for non-critical workloads
- Establish cost governance policies and developer guidelines to prevent cost overruns
- Required Skills and Qualifications:
- Demonstrated experience architecting and executing complete platform migrations from Databricks to alternative solutions with successful outcomes
- Advanced knowledge of Spark internals, catalyst optimizer, and performance tuning
- Experience with Kubernetes-based Spark deployments and container orchestration
- Proficiency in infrastructure-as-code for multi-cloud Spark cluster provisioning
- Benefits:
- Ongoing training and professional development opportunities
- A dynamic and collaborative work environment
- The chance to work on challenging projects that drive business success
- Others:
- Bachelor's degree in Computer Science, Engineering, Information Technology, or related field
- Master's degree preferred but not required with equivalent experience
- Databricks certifications combined with experience in competitive platforms
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