Siam Commercial Bank Public Co., Ltd. (SCB)

Machine Learning Data Engineer

Siam Commercial Bank Public Co., Ltd. (SCB)
ตำแหน่งงานนี้มีการระบุเงินเดือน
ลงประกาศเมื่อ 08 Mar 2021

Machine Learning Data Engineer

Siam Commercial Bank Public Co., Ltd. (SCB)

ไฮไลท์เด่นของงาน

  • Machine Learning
  • Hadoop, Spark, Flink, Kafka
  • SQL/NoSQL/Graph data store technologies

รายละเอียดงาน

Job Summary

As a Junior Data Engineer in SCB Data Analytics you will join a group of enthusiastic people working passionately to leverage the wealth of data for business users. You will build, set up and deliver full-fledged Big Data solutions for data-science and advanced analytics in support of identifying opportunities and driving business results with a data-driven research approach.

Job Description

  • Deliver functionality required for business and data analysts, data scientists and other business roles to advance the overall analytic performance and strategy of the bank
  • Join forces with team-mates and other data solutions development divisions in assisting data solutions delivery to implement the data-platform product roadmap
  • Develop and maintain data integration processes that are part of the bank’s data platform, whether building data pipelines or micro services or tools
  • Implement and automate optimized data pipelines, ETL solutions, model data stores according to internal business, external business and product requirements
  • Build best practices and strategies for the data platform to achieve data analytics and utilization milestones as per business and management roadmap
  • Research and introduce emerging technologies, Big Data and Data Lake capabilities
  • Obtain and integrate data and information from all sources into the bank’s data lake
  • Collaborate with data science and create reusable data-assets in order to automate and speed up machine learning model development
  • Deliver full blown productionized solutions employing mature production-ready machine learning models
  • Ensure data-assets are organized and stored in most efficient way so that all information is readily available for easy access and retrieval

Qualifications

  • Bachelor or Higher Degree in in statistics, mathematics, quantitative analysis, computer science, software engineering or information technology  or related filed
  • Interest in relevant experience with scripting, developing, debugging and using Big Data technologies (e.g. Hadoop, Spark, Flink, Kafka), respectively working with SQL/NoSQL/Graph data store technologies
  • Desire in getting experience with functional/trait-oriented languages
  • Willingness to develop a mature problem-solving mindset
  • Eagerness to gain a deep understanding of Information Security principles and discipline
  • Having a clear understanding of Agile principles, practices and Scrum methodologies

Preferred Qualifications

  • Has the know-how and the scripting and coding prowess to set up, configure & maintain a machine learning model development environment
  • Experience architecting, coding and delivering high performance micro services and/or recommenders delivering recommendations to (tens of) millions of users

รายละเอียดเพิ่มเติม

ระดับตำแหน่งงาน
ระดับเจ้าหน้าที่
ระดับการศึกษา
ปริญญาตรี
อายุงาน
ไม่ระบุ
ประเภทการจ้างงาน
งานเต็มเวลา, งานประจำ
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"Let's start a brighter career future together"

Siam Commercial Bank (SCB) provides universal financial solutions to all customer segments with the best in benefits and full social responsibility. We are looking for responsible, enthusiastic, high caliber people with potential to join our team.

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