Senior Java Architect
2 weeks ago
Experience Level: Senior/Lead Java Architect (13+ years of experience)
Job Description:
We are seeking an experienced Senior Lead Java Architect with deep expertise in Apache Spark, Azure Data Services (ADLS, Azure Blob Storage, Azure Database), and Redpanda. The ideal candidate will play a pivotal role in designing, architecting, and leading the development of scalable data processing pipelines using Java and Spark. You will work closely with cross-functional teams to build data-intensive applications and drive best practices in cloud-based architecture. If you're passionate about data engineering, distributed systems, and cloud technologies, this role is for you.
Key Responsibilities:
- Design and Architect Distributed Data Processing Systems:
- Lead the design and implementation of large-scale Apache Spark jobs using Java for processing vast datasets from various sources, including blockchain data streams and financial transactions.
- Architect robust, high-performance data pipelines integrated with Azure Data Lake Storage (ADLS), Azure Blob Storage, and Azure Databases for real-time and batch processing.
- Development and Optimization of Spark Jobs:
- Develop, optimize, and manage Spark jobs primarily in Java (JVM-based), ensuring high scalability, fault tolerance, and performance.
- Implement data validation, schema management, and parquet file handling in Spark jobs for seamless integration with ADLS and Iceberg tables.
- Integration with Redpanda:
- Lead the integration of Redpanda (or Kafka-like message brokers) for real-time data ingestion, ensuring reliable, low-latency communication between the data ingestion services and downstream processing components.
- Collaborate with the engineering team to build Redpanda consumers for real-time streaming data and ensuring that Spark jobs consume this data efficiently.
- Azure Cloud Services:
- Design cloud-native solutions leveraging Azure services such as Azure Data Lake Storage (ADLS), Azure Blob Storage, and Azure SQL/NoSQL Databases.
- Collaborate with the DevOps team to ensure the seamless integration of Spark jobs with Azure services, including data ingestion and storage management.
- Manage and optimize storage costs and performance for large datasets on Azure services.
- Lead and Mentor Engineering Teams:
- Provide technical leadership, mentoring, and guidance to a team of developers, ensuring best practices in Java development, Spark optimization, and cloud-native architecture.
- Conduct regular code reviews, architecture assessments, and performance tuning exercises to ensure code quality and adherence to industry standards.
- End-to-End Data Pipeline Management:
- Manage the full lifecycle of data pipelines, from initial data ingestion in Redpanda to transforming, storing, and serving data using Azure Data Services and Spark.
- Ensure that data pipelines are monitored, secure, and highly available by integrating with tools like Prometheus, Azure Monitor, and Grafana.
- Performance Tuning and Resource Optimization:
- Lead efforts in performance tuning and resource optimization for Spark jobs, ensuring minimal shuffling and efficient memory usage for large-scale data processing.
- Develop caching mechanisms, partitioning, and task scheduling strategies to maximize throughput and reduce processing time.
Required Qualifications:
- 13+ years of experience in software development with strong expertise in Java and JVM-based technologies.
- 5+ years of experience working with Apache Spark for data processing in Java.
- Extensive experience with Azure Data Services, including Azure Data Lake Storage (ADLS), Azure Blob Storage, and Azure Databases.
- Strong expertise in distributed data processing and streaming frameworks, with hands-on experience integrating message brokers like Redpanda or Kafka.
- Proven track record in cloud-native architecture design with a focus on Azure.
- Hands-on experience with data storage optimization, partitioning, and Spark performance tuning.
- Leadership and mentoring experience with the ability to guide and develop high-performing engineering teams.
- Experience with CI/CD pipelines, containerization (Docker, Kubernetes), and DevOps practices.
- Strong understanding of security best practices for cloud-based data pipelines.
Preferred Qualifications:
- Experience with Iceberg tables and Parquet file formats in a distributed processing environment.
- Knowledge of Prometheus, Grafana, or Azure Monitor for observability and monitoring.
- Experience with streaming data processing using Redpanda and integration with Spark jobs for real-time data flows.
- Familiarity with microservices architecture using Spring Boot and cloud-based deployment strategies.
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