
Senior Big Data Engineer
20 hours ago
Key Results and Activities:
- Study the existing data landscape and understand the current integration framework, performing impact assessments as required.
- Develop Spark jobs using Scala for new project requirements, enhancing efficiency and productivity.
- Improve existing Spark jobs for ongoing product enhancements, ensuring optimal performance and results.
- Tune Spark job performance, conduct stress testing, and optimize outcomes.
- Create new data pipelines for developed/enhanced Spark jobs using AWS Lambda or Apache Airflow, streamlining data processing and analysis.
- Design databases, logical design, physical design, star schema, snowflake schema, and ensure seamless data integration and sharing.
- Analyze data processing, integration, modeling, and reporting requirements, defining data loading strategies considering volume, data types, frequency, and analytics specifications.
- Maintain a balance between cost and performance, adhering to quality guidelines and schedules.
Work Experience and Qualifications:
Must-Have:
- 7-9 years of IT experience with a strong background in data engineering.
- 5+ years of AWS related project experience with a focus on big data and cloud computing.
- Associate Level and Professional Level AWS Certification (good to have).
- In-depth knowledge of AWS Services: S3, EC2, EMR, Serverless, Athena, AWS Glue, Lambda, Step Functions.
- Cloud Databases: AWS Aurora, Singlestore, RedShift, Snowflake.
- Big Data: Hadoop, Hive, Spark, YARN.
- Programming Language: Scala, Python, Shell Scripts, PySpark.
- Operating System: Any flavor of Linux, Windows.
- Strong SQL Skills.
- Orchestration Tools: Apache Airflow.
- Expertise in developing ETL workflows with complex transformations like SCD, deduplications, aggregations.
- Thorough understanding of AWS VPC, Subnets, Security Groups, & Route Tables.
- Quick learner, adaptable to new technologies.
Education and Certifications:
- Bachelor's degree in computer science, engineering, or related field (Master's degree is a plus).
- Demonstrated continued learning through technical certifications or related methods.
- Minimum 5 years of Cloud related project experience.
Desirable Traits:
- Hold strong technical knowledge and experience.
- Capability to deep dive and research in various technical fields.
- Self-motivated and focused on delivering outcomes.
- Able to communicate persuasively through speaking, writing, and presentations.
- Prior experience of working in a large media company would be an added advantage.
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