Thông tin công việc
Chức Danh: Data Engineer
Danh mục: CNTT - Phần mềm
Loại hình công việc: Nhân viên chính thức
Mức lương: Cạnh tranh
Công ty: GalaxyOne
Mô tả
1. JOB PURPOSE
- Data engineers are mainly tasked with transforming data into a format that can be easily analyzed. They do this by developing, maintaining, and testing infrastructures for data generation. Data engineers work closely with data analysts and are largely in charge of technical solutions to enable more efficient and timeline data analysis.
- Data engineers are often responsible for building approaches, pipelines and algorithms to help give easier access to raw data, but to do this, they need to understand the company’s or client’s objectives.
- Data engineers also need to understand how to optimize data retrieval and how to develop dashboards, reports and other visualizations for stakeholders.
- Mentor and coach junior/fresher into fully competent Data engineers.
2. JOB DESCRIPTION
- Develop, construct, test and maintain architectures.
- Align architecture with business requirements.
- Data collection: Collecting, measuring and analyzing.
- Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
- Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL and ‘big data’ technologies.
- Build analytics tools that utilize the data pipeline to provide actionable insights into customer acquisition, operational efficiency and other key business performance metrics.
- Conduct research for industry and business questions.
- Deploy sophisticated analytics programs, machine learning and statistical methods
- Prepare data for predictive and prescriptive modeling.
- Work with stakeholders including the Executive, Product, Data and Design teams to assist with data-related technical issues and support their data infrastructure needs.
Yêu cầu
3.QUALIFICATION
Must Have
- Bachelor's degree in Data Engineering, Big Data Analytics, Computer Engineering, or related field.
- Know SQL, ER model, normalization, ACID Transactions.
- Experience and deep understanding with relational SQL, NoSQL, Document data, Wide Column, Graph and Key value
- Relational SQL : MySQL, PostgreSQL, MSSQL, Oracle...
- Non-Relational: Document (MongoDB, Elasticsearch,..), Wide Column (HBase, Cassandra, GG Bigtable), Key-Value (Redis, Memcached, Amazon DynamoDB,..)
- Data Warehouse: Experience with technical data modeling like Snowflake, Star schema, Data Vault
- Know most modern data processing frameworks like Arrow, Spark, Flink, Kafka... beyond traditional data processing and workflow scheduling: NIFI, Airflow, ODI, SSIS…
- Know most modern big data data architecture like Lambda, Kappa,...
- Know most monitoring: Prometheus, Grafana, Splunk ...
Should Have
- Python and/or Java, Scala programming
- SQL programming
- Experience with Cloud data platforms on GCP, AWS, Azure,...
- Git
- CI/CD
Nice to Have
- Master's degree in a relevant field is advantageous.
- Excellent analytical and problem-solving skills.
- Infrastructure as Code: Container, Infrastructure provisioning
- Data visualization
- Machine learning: Terminology, TensorFlow, Pytorch...
- Machine learning OPS: TensorFlow Extended, Kubeflow, Feast, Seldon, MLflow, H2IO, GG AI Platform.
- Mentoring and coaching skill
Yêu cầu bằng cấp: Chưa nhập
Yêu cầu hồ sơ:
- Độ tuổi:
Không giới hạn tuổi
Yêu cầu độ tuổi: Chưa nhập
Yêu cầu kinh nghiệm: 1 - 2 Năm
Yêu cầu giới tính: Chưa nhập
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GalaxyOne là công ty công nghệ, thành viên của tập đoàn Sovico, nhằm mang lại giá trị cho Sovicovà khách hàngthông qua việc kết nối số với sản phẩm dịch vụ. GalaxyOne là nhà tiên phong kỹ thuật số của Sovico group thông qua: Quản lý tập trung công nghệ Thúc đẩy chuyển đổi số cho các Cty thành viên Xem chi tiết...