Senior Data ScientistKỹ sư Khoa học Dữ liệu cấp cao
CẤP BẬCLevel
5
CÔNG TYCompany
VieON
ĐỊA ĐIỂMLocation
222 Pasteur
PHÒNG BANDepartment
Data
NHÓMTeam
DS
BÁO CÁO TRỰC TIẾPDirectly reporting to
Lead Data Scientist
MỤC TIÊU CÔNG VIỆC/ JOB OBJECTIVES:
Data Department is looking for a Senior Data Scientist to:
Delivering data science solutions for VieON – OTT Platform
Design innovative attribution models to implement valuable metrics and better address system enhancement, user behavior
Build and maintain visually appealing and engaging dashboards for stakeholders
TRÁCH NHIỆM & QUYỀN HẠN/ RESPONSIBILITY & AUTHORITY:
TRÁCH NHIỆM CÔNG VIỆC CHÍNHKey Roles & Responsibilities
TIÊU CHUẨN ĐÁNH GIÁEvaluation Criteria
TỶ TRỌNG(%)
Work with Data Engineers to help define the data standards and requirements helping to ensure our systems are running correctly and efficiently.Involve in the development and evolvement of the data architecture
30%
Building machine learning models to support the business.Identify problems and propose recommendations.Focus on bringing statistical depth, analytical insights, and accurate interpretation of data.Collecting, cleaning, preparing data at large scale for modeling. Providing insights and recommendations based on large amounts of data from various sources.Designing, conducting A/B tests and analyzing the results for experiment insights;
70%
YÊU CẦU CÔNG VIỆC/ JOB REQUIREMENTS:
Bằng cấp/ Education
Degree in Computer Science or other related fields
Kinh nghiệm làm việc/ Working Experience
+2 years of experience as Senior Data Engineer/Scientist, preferably in the OTT, e-commerce or digital industry.2 - 4 years of using the programming languages including Go/Python, Java, Scala Excellent understanding of data science methods, models and algorithms.Familiarity with modern database and information system technologies.
Kiến thức & kỹ năng chuyên môn/ Technical Knowledge & Skills
Have practical experience in applying Machine Learning in personalization, deal recommendation or user behavior analysis.Strong data visualization and storytelling skills. Experience in creating dashboards using Tableau and other visualization tools.Big data tools: Kafka, Hadoop, Hive, Spark, Elastic SearchRelational SQL and NoSQL databases: MySQL, MongoDB, Postgres, CassandraData pipeline and workflow management tools: AirflowStream-processing systems: Spark-StreamingFamiliar with Linux development environments and multi-threaded programmingHave knowledge/Experience in crawl data is plusMonitor server capacity and resource usage for server capacity planning is plusCreate customized alerts to more effectively track key server capacity metrics is plus
Kỹ năng mềm/ Soft skills
Good logical thinking;Passionate about coding and programming, innovation, and solving challenging problemsAn analytical mindset with problem-solving skills.Excellent communication and collaboration skills.
Kỹ năng tin học/ Computer skills:
Proficient in Microsoft Office
Kỹ năng ngoại ngữ/ Language skills:
Good English communication skills
Kỹ năng khác/ Skills:
A team player, with brave, enthusiastic cheerful attitude