Big Data Developer
2 months ago
Responsibilities :
- Lead and mentor a team of Big Data engineers in designing, developing, and deploying big data solutions on GCP
- Define the technical vision and roadmap for big data architecture within the organization
- Architect and implement scalable, high-performance big data pipelines using technologies like MapReduce, Hive, Spark, and BigQuery
- Optimize and troubleshoot complex data processing jobs to ensure efficient data analysis
- Develop and maintain data models for large datasets
- Ensure data quality and security across the big data platform
- Stay up-to-date on the latest advancements in big data technologies and GCP offerings
- Collaborate with cross-functional teams (e.g. , data science, analytics) to understand data needs and deliver solutions
- Communicate effectively with stakeholders at all levels, both technical and non-technical
- Develop and mentor junior engineers within the team
Qualifications :
- Minimum 8 years of experience in developing distributed enterprise applications
- 5+ years of Cloud software development experience with Map-Reduce, Hive, Spark (core, SQL, and PySpark)
- 3-5 years of solid experience with GCP BigQuery and 3 years of experience working on GCP Compute Engine
- Good overall understanding of Google Cloud Platform and its services (3-5 years)
- Solid experience with Google Cloud Dataproc
- Expertise with data structures, data modeling, and software architecture
- Experience in Hadoop and Spark Architecture and its working principles
- Hands-on experience on writing and understanding complex SQL (Hive/PySpark-dataframes), optimizing joins while processing huge amounts of data
- Experience in UNIX shell scripting
Skills :
- Google Cloud Platform (GCP)
- BigQuery, DataProc, Compute Engine
- Apache Spark (core, SQL, PySpark)
- MapReduce, Hive
- Big Data Architecture
- Data Modeling
- SQL (Hive/PySpark-dataframes)
- Software Development (Java, Python preferred)
- Cloud Computing
- Data Security
- Leadership
- Communication
- Teamwork
- Problem-solving
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