
Senior Backend Data Architect
1 week ago
Job Title:
Job Summary:
We are seeking an exceptional Data Engineer to join our organization. As a Data Engineer, you will be responsible for designing and building optimal data pipeline architectures, creating and maintaining events/streaming based architecture/design, and identifying, designing, and implementing internal process improvements.
Responsibilities:
- Design and build optimal data pipeline architectures
- Create and maintain events/streaming based architecture/design
- Identify, design, and implement internal process improvements
- Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL and AWS 'big data' technologies.
- Create data tools for analytics and data scientist team members that assist them in building and optimizing our product into an innovative industry leader.
- Work with data scientists to strive for greater functionality in our data systems.
Requirements:
- Proficiency in either Scala or Python, expertise in Spark, and experience with performance tuning and optimization. DBT is also Mandatory.
- Experience with big data tools: HDFS/S3, Spark/Flink, Hive, Hbase, Kafka/Kinesis, etc.
- Experience with relational SQL and NoSQL databases, including Elasticsearch and Cassandra/Mongodb.
- Experience with data pipeline and workflow management tools: Azkaban, Luigi, Airflow, etc.
- Experience with AWS/GCP cloud services
- Experience with stream-processing systems: Spark-Streaming/Flink etc.
- Experience with object-oriented/object function scripting languages: Java, Scala, etc.
- Experience building and optimizing 'big data' data pipelines, architectures and data sets.
- Strong analytic skills related to working with structured/unstructured datasets.
- Build processes supporting data transformation, data structures, dimensional modeling, metadata, dependency, schema registration/evolution and workload management.
- Working knowledge of message queuing, stream processing, and highly scalable 'big data' data stores.
- Experience supporting and working with cross-functional teams in a dynamic environment.
- Have a few weekend side projects up on GitHub.
- Have contributed to an open-source project.
- Have worked at a product company.
- Have a working knowledge of a backend programming language.
- Programming Language (Mandatory) → Candidate should be really good in either Scala OR Python (not necessarily both).
- Big Data Framework (Mandatory) → Strong hands-on expertise in Apache Spark.
- Must know how to write Spark jobs and also tune/optimize them for better performance (not just basic Spark usage).
- Performance Tuning & Optimization (Mandatory) → Able to handle large datasets efficiently.
- Optimize Spark jobs (partitions, shuffles, caching, memory usage, etc.)
- DBT (Mandatory) → Must have hands-on experience with dbt (Data Build Tool) for data transformations and data modeling.
Preferred Qualifications:
- Experience with AWS/GCP cloud services.
- Experience with stream-processing systems: Spark-Streaming/Flink etc.
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