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Mô Tả Công Việc
We're a Fintech product in Viet Nam with young people and full of energy. Our aim is to optimize product across the entire user journey, identify and create new audiences. We are looking for a Data Scientist (Open level) to join our Data Science Team. You’ll be part of a team that is disrupting the industry with innovative attribution models and building the future analytics platform to be used by many teams (Tech, Promotion, ...) for User Behavior, Campaign performance and market insights. You’ll be working on very exciting projects using big data technologies with terabytes of data coming from different source.
Responsibilities:
• Work with many teams (PO, Tech, BO) to understand dataflow, cashflow
• Identify problems and propose recommendations
• Focus on bringing statistical depth, analytical insights, and accurate interpretation of data
• Measure system performance and also deeper understand trends by providing insights and recommendations based on large amounts of data from various sources
• 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
• 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
• Support internal training and proper documentation ensuring the successful onboarding of new team
Yêu Cầu Công Việc
• At least 2 years (Data Scientist) or 4 years (Senior Data Scientist) of relevant work experience with large amounts of data.
• Education background in machine learning, statistics, math, data science, computer science or other closely related area
• Strong machine learning/statistics background with hands-on experience in academia and/or industry, sourcing, cleaning, manipulating and analyzing large volumes of data
• Experience with open-source machine learning libraries such as numpy, pandas, scikit-learn, distributed/parallel big data processing architecture (e.g., Hadoop, Spark, MLlib) and deep learning framework (e.g., TensorFlow, Pytorch)
• Quickly understand the business domain (FinTech, AdTech knowledge is a plus)
• Can plan, prioritize and troubleshoot
• Experience with recommendation systems is a plus
• Experience with data science models in finance domain or CRM (e.g., credit scoring, CLV, churn, etc) is a plus.
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Quyền Lợi
We hope VNG is a place where you build your career. Whether you want to pursue to be a manager or focus on professional development, we acknowledge and appreciate your talents. Therefore, we open up to you more promotion opportunities in VNG, and designed program to help you succeed in every single career path.
NO SUIT, NO TIE: At VNG, we do not have many rules because we respect you and want to make comfortable atmosphere to help employees perform their jobs well.
Company “pay” for you: Lunch, parking, swimming, learning English or gym for free and you know you are really in care.
NO BARRIERS: Office of VNG is an open space because we always try to remove all barriers to help members easily shares with each other.
Being a big family: Like a gift for family day. A party for the kids. We know how much your family matters.
NO RANK At VNG, members are encouraged to contribute ideas and debate with the others.
Be explored: Ph.D., un-academic guy, bookish girl, fashion designers ... VNGers are different and this diversity makes life more colorful.
NO "OFFICE": Office is like your home. You can hang paintings, plant trees, even feed aquarium on the desk.
Be showed your best: VNGers like to "mortification" with the group games such as: Fansipan climbing, waterfall rafting, go over heat mats; there activities not only are tightening friendship, but also practice their bravery.
GAMING: Even if you do not make the game, stealing beans in the boss’s garden or versusing with your colleagues in a sword competition play online is also an interesting way to relax.
Changing the world: Creating an entertainment channel, building a social network and developing a game. On the Internet world, every single thing you did can change the lives of many people.
Let’s join VNG to share our mission: 'MAKE THE INTERNET CHANGE VIETNAMESE LIVES'
