23 Sep
|
Tech Aalto
|
Victoria
23 Sep
Tech Aalto
Victoria
Job Description
Data Engineer with using Apache Spark, Python, Scala.
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Location: Melbourne
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Position Type: Contract
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As a Data Engineer, you will be responsible for designing, developing, and maintaining robust data infrastructure and pipelines. You will work closely with cross-functional teams to understand business requirements, optimize data workflows, and ensure the reliability and performance of our data systems.
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Key Responsibilities
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- Design, build, and optimize data processing pipelines using Apache Spark, Python, Scala.
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- Develop and maintain data ingestion and extraction processes, including streaming data pipelines using Kafka and batch processing workflows.
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- Implement performance tuning techniques to optimize data processing and query performance, ensuring scalability and efficiency.
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- Collaborate with DevOps teams to deploy and manage data infrastructure on NetApp S3 (very similar to AWS S3), Kubernetes.
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- Containerize data applications using Docker and orchestrate deployment using Kubernetes for scalability and reliability.
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- Develop and maintain unit tests using frameworks like pytest, junit, to ensure the quality and reliability of data pipelines.
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- Implement and adhere to best practices for data governance, security, and compliance.
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- Utilize Behavior-Driven Development (BDD) tools like Cucumber and Lettuce to write and execute test scenarios for dataworkflows.
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- Stay up to date with emerging technologies and industry trends and evaluate their potential impact on our data infrastructure and processes.
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Requirements
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- Proven experience in designing and building scalable data pipelines using Apache Spark, Python, and Scala.
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- Strong understanding of data warehousing concepts, ETL processes, and data modelling techniques.
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- Experience with performance tuning and optimization of Spark jobs and SQL queries.
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- Familiarity with stream processing frameworks like Kafka and messaging systems.
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- Hands-on experience with containerization and orchestration tools like Docker and Kubernetes.
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- Experience with unit testing frameworks like pytest, junit, and BDD tools like Cucumber and Lettuce.
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- Excellent problem-solving skills and attention to detail.
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- Robust communication and collaboration skills, with the ability to work effectively in a team environment
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📌 Data Engineer With Using Apache Spark, Python, Scala. (Victoria)
🏢 Tech Aalto
📍 Victoria