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Data Scientist Python, Sql

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    Tính chất công việc

    Full-time

    Vị trí/chức vụ

    Nhân Viên/Chuyên Viên

    Ngày đăng tuyển

    20/06/2022

    Yêu cầu bằng cấp (tối thiểu)

    Đại Học

    Yêu cầu kinh nghiệm

    Dưới 1 năm

    Địa điểm làm việc

    ⇒ Tầng 6 tòa nhà Pax Sky số 63-65 Ngô Thì Nhậm,Hà Nội

    Việc làm Hà Nội Việc làm Quận Hai Bà Trưng

    Ngành nghề

    Mô tả công việc

    We are looking for a Data Scientist who will directly participate in our product development as we aim to build innovative product features with Machine Learning & Aritificial Intelligence. The goal is to use ML & AI to revolutionize the way Vietnamese people trade and invest stocks and securities and bring the maximum values and opportunities for our customers. The Data Scientist will also lead projects to support our product, sales, leadership and marketing teams with insights gained from analyzing company data.

    The ideal candidate should be adept building machine learning models, especially predictive models from large data sets based on trends / human behaviors, for our intended product. He/she should have experiences with different techniques to test and optimize ML models. They must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. They must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams. The right candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes.

    Expertise in Finance, Banking and Stock Investing is a huge plus, but not required. Must be willing to learn Stock investing domain.

    • Work directly with our Investment Advisory department to brainstorm and build ML models for innovative products
    • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
    • Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
    • Assess the effectiveness and accuracy of new data sources and data gathering techniques.
    • Develop custom data models and algorithms to apply to data sets.
    • Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
    • Develop company A/B testing framework and test model quality.
    • Coordinate with different functional teams to implement models and monitor outcomes.
    • Develop processes and tools to monitor and analyze model performance and data accuracy.

    Yêu cầu công việc

    • Strong problem solving skills with an emphasis on product development.
    • Experience using statistical computer languages (R, Python, SQL, etc.) to manipulate data and draw insights from large data sets.
    • Experience working with and creating data architectures.
    • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
    • Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
    • Excellent written and verbal communication skills for coordinating across teams.
    • A drive to learn and master new technologies and techniques.
    • We’re looking for someone with years of experience manipulating data sets and building statistical models, has at least a Bachelor in Statistics, Mathematics, Computer Science or another quantitative field (a Master and/or PhD degree is preferred, but not required), and is familiar with the following software/tools:
      • Coding knowledge and experience with several languages: Python, R, Java, Go, etc.
      • Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
      • Experience querying databases and using statistical computer languages: R, Python, SQL, etc.
      • Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
      • Experience with distributed data/computing tools: Spark, Kafka, etc.
      • Experience visualizing/presenting data for stakeholders using: ggplot, Powerpoint, PowerBI, Metabase, etc. Periscope,

    Quyền lợi được hưởng

    • Top market salary; Insurance according to Vietnamese Labor Law and Company trips, Teambuilding, Year-end party, and other festivities.
    • Entrepreneurial environment with young and ambitious colleagues.
    • Guaranteed long-term employment and orient your career development.
    • Other benefits are further discussed at the final interview.
    Encapital Financial Technology
    Chào đón bạn đến với

    Encapital Financial Technology

    Kinh doanh

    46 Ngô Quyền, Hoàn Kiếm, Hà Nội

    Encapital Financial Technology is a leading financial technology company which focuses on bringing financial products closer to everyone by developing a mobile platform and marketp... [Xem thêm]

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