Tóm lược
Mô tả công việc
Tóm tắt công việc
We are looking for a Big Data Engineer that will work on the collecting, storing, processing, and analysing of huge sets of data. The primary focus will be on choosing optimal solutions to use for these purposes, then maintaining, implementing, and monitoring them. You will also be responsible for integrating them with the architecture used across the company.
Responsibilities
- Selecting and integrating any Big Data tools and frameworks required to provide requested capabilities
- Work with data source providers to understand and validate source data to ensure they are adequate
- Implementing ETL process, and Feature engineering
- Create automated End to End job flows from Ingestion, Transformation, Validation, Feature engineering, Model execution and data model data export
- Implement full data life cycle management
Why You'll Love Working Here
- Top market salary
- Generous comprehensive optional health insurance package for family
- Free premium gym membership
- Free Grab to work
- Housing allowance if moved closer to office
Yêu cầu công việc
Your Skills and Experience
- Proficient understanding of distributed computing principles
- Proficiency with Hadoop v2, MapReduce, HDFS
- Experience with Spark
- Experience with integration of data from multiple data sources
- Experience with NoSQL databases, such as HBase, Cassandra, MongoDB
- Knowledge of various ETL techniques and frameworks, such as Flume
- Experience with various messaging systems, such as Kafka or RabbitMQ
- Experience with Big Data ML toolkits, such as Mahout, SparkML, or H2O
- Good understanding of Lambda Architecture, along with its advantages and drawbacks
- Experience with Cloudera and Horton works
- BS or MS in CS
- At least 5 years of experience as software architect for large-scale enterprise software solutions (must have)
- At least 2 years of hands-on experience in Big Data stacks including Hadoop and Spark (must have)
- Working experience in multicultural/cross-border business environment (must have)
- At least Master’s degree in computer science (preferred)
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Java
- MySQL
- Hadoop
- MongoDB
- Cassandra
- ETL
- NoSQL
- MapReduce
- RabbitMQ
- Hbase
- HDFS
- Apache Spark
- Architecture
- Big Data
- Apache Kafka
- Cloudera
- SparkML
- Flume
NĂNG LỰC
- Communication Skills
- Teamwork
Thông tin doanh nghiệp
Trusting Social is a Fintech AI company.
Trusting Social is a Fintech AI company who pioneers alternative credit scoring for emerging markets using telecom data and other new data sources. We aim to provide credit scores for 1 billion unbanked consumers who currently do not have access to formal credit. We target emerging markets worldwide, with the initial focus on Southeast Asia and India.
Trusting Social is comprised of Ph.D. data scientists from Stanford Research Institute, Microsoft, IBM etc., and banking leaders from Goldman Sachs, Credit Suisse, and Barclays. Founded in Silicon Valley, Trusting Social is now headquartered in Singapore, with R&D lab in Ho Chi Minh, and offices in Hanoi, Manila, and Jakarta.