Senior Data Engineer

1 week ago


London, Greater London, United Kingdom Salt Full time
Job Description

Job Summary

Salt is seeking a highly skilled Cloud Data Engineer to join our team. As a Cloud Data Engineer, you will be responsible for designing, building, and maintaining large-scale data systems on AWS.

Key Responsibilities

  • Cloud and Big Data Administration:
  • Manage and optimize big data environments on AWS, ensuring efficient administration and maintenance.
  • Data Engineering and Architecture:
  • Design and implement data lakehouses versus data fabric architectures, ensuring data integrity and accessibility.
  • Spark Management:
  • Develop and maintain Spark jobs, with a focus on auditing, monitoring, and instrumentation to ensure reliability and performance.
  • Infrastructure as Code (IaC):
  • Utilize Terraform for infrastructure provisioning and management, ensuring scalable and secure environments.
  • Data Storage and Management:
  • Work with data storage formats like Parquet and Hudi to optimize data storage and retrieval.
  • Security and Compliance:
  • Implement and manage IAM policies for secure data access and management across AWS services.
  • Collaboration and Continuous Improvement:
  • Collaborate with cross-functional teams to develop and deploy data solutions.
  • Continuously improve data engineering practices, leveraging new tools and techniques to enhance performance and efficiency.

Requirements

  • Cloud and Big Data:
  • Extensive experience in cloud DevOps and big data administration on AWS.
  • Proficiency in AWS Lake Formation, with a strong understanding of data lakehouse versus data fabric concepts.
  • Programming and Data Engineering:
  • Expertise in Python for data processing and automation.
  • Deep knowledge of Spark internals (Spark 3+ features), including architecture, events, system metrics, AQE, and job-level resource management.
  • Tech Stack:
  • Strong hands-on experience with Terraform for infrastructure management.
  • Experience with data formats such as Hudi and Parquet.
  • Familiarity with AWS Glue, HIVE, and IAM for data management and security.

Good to Have

  • Additional Tools and Technologies:
  • Knowledge of Iceberg and its application in data storage and management.
  • Experience with Airflow for workflow automation.
  • Familiarity with Terragrunt for managing Terraform configurations.
  • Understanding of DynamoDB and its integration within data environments.


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