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Senior/Lead Data Scientist

Posted 3 days ago

Senior/Lead Data Scientist

Ho Chi Minh
Office

What you will do

  • Building recommendation systems to improve User Engagement in Zalo. We test every change in model and logic carefully by an A/B Testing Framework to make sure they have significant improvements on Zalo;
  • Working with Mobile Devs and Backend Devs to provide stability for your Data Science solution. Making a good model is hard, but making a good scalability model for 100M users in Zalo is even more challenging. You must think like a scientist and code like an engineer;
  • Working with Product Owner to identify the opportunities how Data can improve User Engagement, User Experience in Zalo. If you have a good idea, you have a chance to make it real;
  • Perform analyses to understand user behaviors and find actionable insights for current and future data-focused innovation. This can involve a host of different techniques such as user profiling, graph analysis, predictive modeling;
  • Building a scalable recommendation engine for distributing content to users to ensure content diversity, accuracy and satisfaction.

What you will need

  • Bachelor or higher in Computer Science, Statistics, or a related field;
  • Knowledge of Hadoop programming environments (e.g. Spark), Deep Learning Framework (Pytorch, Tensorflow);
  • Have work experience with large amounts of real data, preferably experience with building and maintaining scalable data pipelines;
  • Understanding of applied statistics including sampling approaches, causal modeling, and data mining techniques;
  • Good communication and interpersonal skills, storytelling with data, e.g., ability to communicate data science concepts and analysis results to both technical and non-technical audiences;
  • Having a deep knowledge in Computer Vision, NLP, Knowledge Graph, Recommendation System is a plus.

Other requirements:

  • Ability to translate business objectives into actionable analyses;
  • Proactive thinking and ability to work independently while being a strong team player;
  • Open-minded and excited to learn new things. Have strong opinions but are willing to change with new data;
  • We hope you will fit well with our team’s culture:
    • Strong work ethic: All of us believe in our work’s ability to change Vietnamese lives and consequently work hard, work smart;
    • Good team members: We care and watch out for each other. We’re humble individually and go after big goals together;
    • Flexibility: you should be flexible in your tasks and do whatever is needed, ranging from dirty work like data cleaning to high-level work like system or algorithm design.

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