
Senior Distributed Computing Specialist
Há 4 dias
Foster cutting-edge projects to optimize data product runtime architecture within SAP Business Data Cloud. Develop strategic decision-making and technological advancements.
Key Responsibilities:
- Analyze Spark workloads to enhance performance and resource efficiency, including tuning parameters, re-engineering data processing pipelines, and ensuring optimal execution strategies.
- Implement monitoring solutions to detect and diagnose performance bottlenecks or failures in Spark applications. Resolve complex runtime issues related to resource allocation, execution errors, or data inconsistencies.
- Collaborate with cross-functional teams to design and build a scalable framework for distributed data environments.
- Develop documentation on Spark optimization best practices and conduct training sessions to enhance team expertise.
- Drive AI-automation initiatives to improve workload scalability and efficiency.
- Provide mentorship and lead global collaborations.
Requirements:
- Deep understanding of distributed computing principles, including concurrency, fault tolerance, and network latency.
- Comprehensive knowledge of Apache Spark architecture and execution models.
- Expertise in performance profiling and tuning Spark applications.
- Proficiency in writing efficient SQL queries and transformations using SparkSQL and DataFrames.
- Strong debugging skills for runtime issues and environment configurations.
- Experience with monitoring tools such as Ganglia, Grafana, or Prometheus.
- Understanding of AI and ML trends and their applications in distributed data processing.
- Excellent leadership, mentorship, and communication skills.
About the Company
We foster a collaborative and inclusive culture focused on innovation, learning, and development.
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