汇丰软件 

Consultant Specialist - 14045

薪资面议  /  5年  /   西安

昨天 12:54 更新

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职位属性

  • 招聘类型:社招
  • 工作性质:全职
  • 技能:Architect

职位描述

Design and Develop ETL Processes:

-Lead the design and implementation of ETL processes using all kinds of batch/streaming tools to extract, transform, and load data from various sources into GCP.

-Collaborate with stakeholders to gather requirements and ensure that ETL solutions meet business needs.

Data Pipeline Optimization:

-Optimize data pipelines for performance, scalability, and reliability, ensuring efficient data processing workflows.

-Monitor and troubleshoot ETL processes, proactively addressing issues and bottlenecks.

Data Integration and Management:

-Integrate data from diverse sources, including databases, APIs, and flat files, ensuring data quality and consistency.

-Manage and maintain data storage solutions in GCP (e.g., BigQuery, Cloud Storage) to support analytics and reporting.

GCP Dataflow Development:

-Write Apache Beam based Dataflow Job for data extraction, transformation, and analysis, ensuring optimal performance and accuracy.

-Collaborate with data analysts and data scientists to prepare data for analysis and reporting.

Automation and Monitoring:

-Implement automation for ETL workflows using tools like Apache Airflow or Cloud Composer, enhancing efficiency and reducing manual intervention.

-Set up monitoring and alerting mechanisms to ensure the health of data pipelines and compliance with SLAs.

-Reliability Strategy: Develop and implement strategies to improve the reliability and performance of applications and infrastructure, focusing on service level objectives (SLOs) and service level indicators (SLIs).

-Incident Management: Oversee incident response processes, ensuring timely resolution of incidents and minimizing downtime. Conduct post-mortem analyses to identify root causes and implement preventive measures.

-Automation and Tooling: Drive the automation of operational tasks and processes, leveraging tools and technologies to enhance efficiency and reduce manual intervention.

-Monitoring and Alerting: Establish comprehensive monitoring and alerting systems to proactively identify and address performance issues, ensuring system health and availability.

-Documentation: Maintain clear and comprehensive documentation of systems, processes, and procedures to facilitate knowledge sharing and compliance.

-Security and Compliance: Ensure that all systems and processes adhere to security best practices and regulatory requirements, collaborating with security teams as needed.

-ontinuous Improvement: Identify opportunities for process improvements and lead initiatives to enhance the overall reliability and performance of systems and services.

任职条件

-Bachelor's degree in Computer Science, Information Technology, or a related field.

-Proven experience in designing and managing ETL solutions, including data modeling, data warehousing, and SQL development.

-Proven experience in Site Reliability Engineering, DevOps, or a related field, with a strong understanding of system architecture and cloud technologies.

-Experience of cloud-based solutions, especially in GCP, cloud certified candidate is preferred.

-Experience and knowledge of Bigdata data processing in batch mode and streaming mode, proficient in Bigdata eco systems, e.g. Hadoop, HBase, Hive, MapReduce, Kafka, Flink, Spark, etc.

-Familiarity with Java & Python for data manipulation on Cloud/Bigdata platform.

-Experience with incident management and response, including post-mortem analysis and root cause identification.

-Excellent problem-solving skills and the ability to work under pressure in a fast-paced environment.

-Strong communication skills, both verbal and written, with the ability to convey technical concepts to diverse audiences.

-Proven experience in AI and machine learning, preferably in the banking or financial services industry

职位要求

  • 工作经验:5年

公司福利

  • 五险一金
  • 带薪年假
  • 定期体检
  • 弹性工作
  • 管理规范