Senior Big Data Engineer

4 weeks ago

Lahore, Punjab, Pakistan NorthBay Solutions LLC Full time

We are hiring for Senior Big Data Engineer with solid experience in data engineering and a passion for Big Data. The ideal candidate will have experience of over 4 to 6+ years specifically in Data Engineering.

You will have the chance to join a global, multi-cultural team of Data Engineers, participate in a large variety of exciting and challenging projects, and work with our exceptional team of Technology professionals.

Technology Stack Used & Required Knowledge:
  • 4 to 6+ years of experience on ETL Data Engineer, Python, Big Data (Hadoop, Spark, Hive)
  • Experience with distributed processing technologies and frameworks, such as Hadoop, Spark, Kafka, and distributed storage systems (e.g., HDFS, S3)
  • Excellent understanding of the ETL cycle.
  • Experience in creating and driving large-scale ETL pipelines in AWS-based environment and experience of services such as EMR, Glue, Lambda, Athena
  • Experience with integration of data from multiple data sources.
  • Understanding of data processing pipelines, data management, and data engineering principles, including experience working with large-scale datasets and distributed computing frameworks (e.g., Spark).
  • Good knowledge and understanding of Big Data engineering, ETL, Data Modeling, SQL Scripting, and Data Architecture.
  • Strong software development and programming skills with a focus on data using Python, PySpark and/or Scala for data engineering.
  • Experience and understanding of developing and maintaining complex stored procedures.
  • Strong proficiency in ETL schedulers such as StepFunction or Apache Airflow.
  • Solid understanding of data warehousing concepts and hands-on experience with relational databases (e.g., PostgreSQL, MySQL) and columnar databases (e.g., Redshift, BigQuery, HBase, ClickHouse).
  • Experience and understanding of various core GCP services such as BigQuery, Cloud Composer, Cloud Storage.
  • Knowledge of containerization technologies, CI/CD pipelines and IAC tools like Docker, Jenkins, Terraform for automating software delivery process.
  • Experience with the AWS data management tools such as Data lake and Databricks or AWS Snowflake is a plus.
  • Understanding of descriptive and exploratory statistics, predictive modeling, evaluation metrics, decision trees, machine learning algorithms is a plus.
  • Experience and understanding of AWS data migration services such as SCT, DataSync, Data Extractor will be a plus.
  • Should have experience in Jira and Agile development methodologies.
  • Must be open to learning and have the ability to grasp new technologies quickly.
  • Be motivated and passionate about technology.
  • Team player with strong integrity and professionalism who can work well with others in the group.
  • Self-starter with a proven ability to take initiative and strong problem-solving skills.

To keep it short, below are some key responsibilities:

  • Design and develop using Big Data technologies.
  • Design and develop cutting-edge Big Data and Cloud technologies to build critical, highly complex distributed systems from scratch.
  • Design, develop and manage complex ETL jobs and pipelines.
  • Act as a team member, consulting other teammates as your new systems transform the way this entire firm leverages data.
  • Deploy data models into production environments, providing the model with data stored in a warehouse or coming directly from sources, configuring data attributes, managing computing resources, setting up monitoring tools, etc.
  • Support and help them learn and improve their skills, as well as innovate and iterate on best practices.
  • Solve complex issues and provide guidance to team members when needed.
  • Make improvement and process recommendations that have an impact on the business.
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