Spark Application Architect – 100% Remote

Matlen Silver
Published
November 4, 2021
Location
Plymouth Meeting, Pennsylvania
Category
Default  
Job Type
Remote Work
  • Yes

Description

Responsibilities:
• Work on a team of experienced Hadoop architects, engineers, and administrators managing thousands of nodes across many clusters around the globe.
• Partner with internal tenant application development and architecture teams to enable them to be more successful in utilizing our clusters.
• Embed with our tenant teams to gather and share successful design patterns and opportunities for data and code reuse when applicable
• Identify opportunities to optimize Spark code, Impala queries, Hive tables, workflows for better scalability, reliability, and performance in existing applications
• Identify opportunities to stabilize our clusters through user application changes to eliminate small files, memory overallocation, data skew, and other bad practices
• Implement Proof-of-Concept applications to demonstrate best practices, new design patterns, or new technology adoption.
• Review requirements for new user initiatives to design in best practices from the start
• Collect existing documentation from application architects to provide more transparency into our users use cases and technology stack to our team
• Document high level summaries of tenant use cases and data dependencies
• Present findings both to tenant and cluster admin teams to enable knowledge transfer

Requirements:
• You are experienced in software design architectures, design patterns
• You have delivered architectural artifacts, then software solutions derived from them
• You have solutioned big data infrastructure on prem and in the cloud
• You have strong communication and documentation skills
• You enjoy building proof of concepts and performing demos
• You have experience working with healthcare, PHI, PII, or other sensitive data

Technical Experience Requirements:
• Spark (most important), Scala, Spark SQL
• Hive, ETL/ELT Pipelines, Impala
• Hadoop, MapReduce, YARN, Big Data, NoSQL
• Cloudera CDH/CDP or Hortonworks HDP
• Oozie or Airflow
• Kafka or other messaging
• Cloud (Azure, AWS)
• Unix / Bash
• Python
• REST APIs, Postman

Good to Haves:
• Cloudera CDP
• Hive ACID, Kudu
• Atlas API
• Python3, PySpark
• Java, Kotlin, SpringBoot
• Node.js, React.js
• Gradle/Gitlab CI
• MuleSoft

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