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Senior Data Engineer

2 months ago

Columbus, Ohio, United States VMC Soft Technologies, Inc Full time

About the Role:

VMC Soft Technologies, Inc is seeking a highly skilled Senior Data Analyst to join our team. As a Senior Data Analyst, you will be responsible for developing and maintaining data platforms using Python, Spark, and PySpark.

Key Responsibilities:

  • Design and implement data pipelines to handle migration to PySpark on AWS.
  • Develop and maintain data platforms using Python, Spark, and PySpark.
  • Work with AWS and Big Data to optimize Spark queries for performance.
  • Integrate with SQL databases (e.g., Microsoft, Oracle, Postgres, MySQL).
  • Understand distributed systems concepts (CAP theorem, partitioning, replication, consistency, and consensus).
  • Develop unit tests for Spark transformations and helper methods.
  • Create Scala/Spark jobs for data transformation and aggregation.
  • Write Scaladoc-style documentation for code.

Requirements:

  • Proficiency in Python, Scala (with a focus on functional programming), and Spark.
  • Familiarity with Spark APIs, including RDD, DataFrame, MLlib, GraphX, and Streaming.
  • Experience working with HDFS, S3, Cassandra, and/or DynamoDB.
  • Deep understanding of distributed systems.
  • Experience with building or maintaining cloud-native applications.
  • Familiarity with serverless approaches using AWS Lambda is a plus.