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    内推面经 -内推 Twilio Data Scientist 职位- 唐人社区|北美华人论坛

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    发表于 2016-10-9 09:38:50 | 显示全部楼层 |阅读模式
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    唐人社区-北美华人论坛-内推面经版-内推 Twilio Data Scientist 职位


      JobHunting
    标 题: 内推 Twilio Data Scientist 职位


    有兴趣的请发简历到: [email protected]

    Data Scientist
    Data Science Team

    About the Job:
    We're looking for a great Data Scientist to join Twilio’s Data Science team
    . Help us deepen our understanding of our customers’ needs, enhance
    Internet-scale products and create fundamentally new kinds of systems, all
    informed by your talents in software engineering, exploratory data analysis,
    modeling and machine learning.
    In this role, you will work with petascale data generated by thousands of
    systems and growing rapidly every day . You’ll leverage your e xperience
    in statistics, deep learning and predictive analysis of massive data sets.
    You will make key technical decisions and modeling choices, as well as
    writing amazing code, and you’ll provide actionable intelligence and
    analysis to the business. You’ll apply data science tools and techniques
    appropriately based on your judgment and intuition and your understanding of
    human behavior. You’ll help build systems that detect fraudulent activity
    and security intrusions, block spam, OPTimize our use of critical resources
    and predict customer behavior.
    In doing so you’ll help to realize our team’s mission of providing deep
    insight, actionable intelligence and machine learning systems in a company
    experiencing exponential growth and rapid-fire product rollouts used by
    millions of people, every day, around the world. We expect and encourage you
    to learn, grow and take on ever more ambitious challenges as the company
    and team scales. This role is as intellectually demanding as it gets; if you
    ’re interested in tackling a real challenge, this is *the* job.

    Responsibilities:
    ● Work with teams across Twilio, including the ETeam, helping them gain
    true insight into their questions through advanced analytics.
    ● Aggregate, normalize and process data from disparate sources to gain
    perspective on customer behavior, prevent and detect fraud and build
    forecasting models.
    ● Thrive with imperfect, mixed, varied, inconsistent or otherwise messy
    data sources, and are able to adapt your procedures to the context at hand
    and make the best use of what you have.
    ● Leveraging your intuitive feel for product, you need to be able to
    envision how a tool or approach could best fit the product need and present
    your approach effectively.
    ● Produce automated high-level reports, dashboards, visualizations and ad
    hoc analysis to empower various teams including R&D, Finance, Marketing,
    Sales, Carrier Operations, Business Operations and Product.
    ● Collaborate with the rest of the Data Science team to deliver systems
    leveraging your analysis.

    Requirements:
    ● 3-5 years of academic or professional experience in statistics, data
    science or other quantitative field.
    ● Masters (or equivalent) in statistics, mathematics or other quantitative
    discipline.
    ● Hands-on experience with core data science algorithms for classification,
    regression,
    time-series analysis and various visualization techniques. You’ll need a
    strong grasp of
    probability theory.
    ● Expert knowledge in one or more of the following languages to wrangle and
    understand
    the data: SQL, R and Python+Scipy.
    ● You’ll be getting your hands dirty with data, so you should have
    extensive Unix skills and
    data mining skills. You’ve written a MapReduce job, queried MySQL, worked
    with Spark
    or extracted data from S3.
    ● Passionate about working with data at scale.
    ● You love to learn and constantly investigate new techniques and
    methodologies.
    ● Enthusiasm for working in a high profile, fast-paced startup culture. We
    ship products on
    a daily basis, with tight schedules, small teams, and a very large user base.
    ● Passionate. Persistent. Creative. You have an ability to drive towards
    actionable results. You find clever ways around problems, or just plow
    through them. When you don’t know
    it, you figure it out. You are a self-starter and you get things done -- you
    are a DOer.

    Bonus Points:
    ● Ph.D. in a quantitative or scientific field where you analyzed data
    statistically.
    ● Academic experience in one or more of these fields: physics,
    biostatistics, astrophysics,
    computational chemistry, cognitive science or neuroscience, behavioral
    economics,
    econometrics, finance, mathematics or computer science.
    ● Familiarity with Java, Scala or C++.
    ● Experience with data visualization.
    ● DW/BI experience.
    ● You’ve developed software in a professional team setting following agile
    software
    development practices and continuous delivery.

    --

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    发表于 2016-10-9 12:48:39 | 显示全部楼层
    JobHunting
    标  题: 内推 Twilio Data Scientist 职位


    有兴趣的请发简历到: [email protected]

    Data Scientist
    Data Science Team

    About the Job:
    We're looking for a great Data Scientist to join Twilio’s Data Science team
    . Help us deepen our understanding of our customers’ needs, enhance
    Internet-scale products and create fundamentally new kinds of systems, all
    informed by your talents in software engineering, exploratory data analysis,
    modeling and machine learning.
    In this role, you will  work with petascale data generated by thousands of
    systems and growing rapidly every day . You’ll leverage your e  xperience
    in statistics, deep learning and predictive analysis of massive data sets.  
    You will make key technical decisions and modeling choices, as well as
    writing amazing code, and you’ll provide actionable intelligence and
    analysis to the business.  You’ll apply data science tools and techniques
    appropriately based on your judgment and intuition and your understanding of
    human behavior. You’ll help build systems that detect fraudulent activity
    and security intrusions, block spam, optimize our use of critical resources
    and predict customer behavior.
    In doing so you’ll help to realize our team’s mission of providing deep
    insight, actionable intelligence and machine learning systems in a company
    experiencing exponential growth and rapid-fire product rollouts used by
    millions of people, every day, around the world. We expect and encourage you
    to learn, grow and take on ever more ambitious challenges as the company
    and team scales. This role is as intellectually demanding as it gets; if you
    ’re interested in tackling a real challenge, this is *the* job.

    Responsibilities:
    ● Work with teams across Twilio, including the ETeam, helping them gain
    true insight into their questions through advanced analytics.
    ● Aggregate, normalize and process data from disparate sources to gain
    perspective on customer behavior, prevent and detect fraud and build
    forecasting models.
    ● Thrive with imperfect, mixed, varied, inconsistent or otherwise messy
    data sources, and are able to adapt your procedures to the context at hand
    and make the best use of what you have.
    ● Leveraging your intuitive feel for product, you need to be able to
    envision how a tool or approach could best fit the product need and present
    your approach effectively.
    ● Produce automated high-level reports, dashboards, visualizations and ad
    hoc analysis to empower various teams including R&D, Finance, Marketing,
    Sales, Carrier Operations, Business Operations and Product.
    ● Collaborate with the rest of the Data Science team to deliver systems
    leveraging your analysis.

    Requirements:
    ● 3-5 years of academic or professional experience in statistics, data
    science or other quantitative field.
    ● Masters (or equivalent) in statistics, mathematics or other quantitative
    discipline.
    ● Hands-on experience with core data science algorithms for classification,
    regression,
    time-series analysis and various visualization techniques. You’ll need a
    strong grasp of
    probability theory.
    ● Expert knowledge in one or more of the following languages to wrangle and
    understand
    the data: SQL, R and Python+Scipy.
    ● You’ll be getting your hands dirty with data, so you should have
    extensive Unix skills and
    data mining skills. You’ve written a MapReduce job, queried MySQL, worked
    with Spark
    or extracted data from S3.
    ● Passionate about working with data at scale.
    ● You love to learn and constantly investigate new techniques and
    methodologies.
    ● Enthusiasm for working in a high profile, fast-paced startup culture. We
    ship products on
    a daily basis, with tight schedules, small teams, and a very large user base.
    ● Passionate. Persistent. Creative. You have an ability to drive towards
    actionable results. You find clever ways around problems, or just plow
    through them. When you don’t know
    it, you figure it out. You are a self-starter and you get things done -- you
    are a DOer.

    Bonus Points:
    ● Ph.D. in a quantitative or scientific field where you analyzed data
    statistically.
    ● Academic experience in one or more of these fields: physics,
    biostatistics, astrophysics,
    computational chemistry, cognitive science or neuroscience, behavioral
    economics,
    econometrics, finance, mathematics or computer science.
    ● Familiarity with Java, Scala or C++.
    ● Experience with data visualization.
    ● DW/BI experience.
    ● You’ve developed software in a professional team setting following agile
    software
    development practices and continuous delivery.

    --

    24

    主题

    90

    帖子

    139

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    注册会员

    Rank: 2

    积分
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    QQ
    发表于 2016-10-9 12:50:28 | 显示全部楼层
    JobHunting
    标  题: Re: 内推 Twilio Data Scientist 职位


    围观稳拿

    【 在 twmlman () 的大作中提到: 】
    : 有兴趣的请发简历到: [email protected]
    : Data Scientist
    : Data Science Team
    : About the Job:
    : We're looking for a great Data Scientist to join Twilio’s Data Science
    team
    : . Help us deepen our understanding of our customers’ needs, enhance
    : Internet-scale products and create fundamentally new kinds of systems, all
    : informed by your talents in software engineering, exploratory data
    analysis,
    : modeling and machine learning.
    : In this role, you will  work with petascale data generated by thousands of
    : ...................



    --

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    发表于 2016-10-27 04:17:27 | 显示全部楼层
    前排,哇咔咔

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    发表于 2016-10-31 07:34:47 | 显示全部楼层
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