Migration Expert

23 hours ago


Delhi, Delhi, India beBeeDatabricks Full time ₹ 1,50,00,000 - ₹ 2,02,00,000
Databricks Migration Expert

Genzeon seeks a highly specialized professional with expertise in Databricks cost optimization and migration strategies.

Key Responsibilities:

  • Cross-Functional Leadership:
    • Lead strategic initiatives to migrate workloads away from Databricks, analyzing existing implementations to create detailed migration roadmaps.
    • Collaborate with finance teams to develop multi-year cost reduction roadmaps and evaluate alternative platforms based on cost-benefit analysis.
    • Create business cases for migration projects with detailed ROI calculations.
  • Spark Cluster Solutions:
    • Design high-performance, cost-optimized Spark cluster architectures outside of the Databricks ecosystem.
    • Implement custom Spark solutions on Kubernetes, YARN, and standalone cluster managers.
    • Optimize Spark job performance through advanced tuning of memory management, serialization, and parallelism.
  • Migration Roadmap Development:
    • Assess existing Databricks implementations and design migration architectures for transitioning to open-source Spark on Kubernetes, EMR, or other platforms.
    • Develop automated migration tools and frameworks to minimize business disruption.
  • Strategic Cost Optimization:
    • Conduct comprehensive cost analysis and auditing of existing Databricks deployments.
    • Develop aggressive cost reduction strategies targeting 30-50% savings.
    • Design and deploy automated cost monitoring solutions with real-time alerts and budget controls.
    • Optimize cluster configurations, auto-scaling policies, and job scheduling to minimize compute costs.
    • Implement spot instance strategies and preemptible VM usage for non-critical workloads.

Requirements:

  • Technical Proficiency:
    • Expert knowledge of Databricks pricing models, compute types, and cost drivers is essential.
    • Proficiency in Scala, Python, and Java for Spark development, as well as experience with open-source alternatives to Databricks (Apache Spark, Delta Lake OSS, MLflow OSS).
  • Leadership and Collaboration:
    • Proven ability to implement automated cost controls and budget management systems.
    • Experience with vendor negotiations and contract optimization.
    • Databricks certifications combined with experience in competitive platforms, cloud cost management certifications.

Preferred Qualifications:

The ideal candidate will have extensive experience in Spark cluster solutions, big data architecture, and cost optimization. Experience with FinOps practices and cloud cost management tools is also required.

Additional qualifications include proficiency in additional programming languages and experience with data engineering and DevOps practices.



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