远程工作雷达

高级数据科学家

Senior Data Scientist

其他全球可投
公司Doximity
薪资未公开
工作地点San Francisco, CA or Remote (U.S.)
地域资格全球可投
时区要求无特别要求
用工类型未标注
发布时间7 天前
数据来源Greenhouse
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全球可投:该职位未限制候选人所在地区。仍需注意薪资可能按地区折算,以及实际签约方式(正式雇佣 / 独立合同)。

高级数据科学家

地点:美国境内远程办公

关于 Doximity

Doximity 是领先的临床人工智能公司,拥有美国最大的临床医生网络。Doximity 的人工智能驱动的工作流平台被超过 85% 的美国医生和 300 多家医疗系统所信赖。Doximity 的使命是帮助临床医生提高工作效率,从而为患者提供更好的医疗服务。

在 Doximity,我们重视好奇心、主人翁精神、包容性以及对产生有意义影响的承诺。如果您对解决能改善医疗的复杂问题充满热情,我们期待您的加入。

关于我们

  • 这里是我们在医生身上创造价值的一些方式
  • 这是我们技术栈的简介
  • 我们使用 UNIX 命令行界面和标准编程工具(如 vim/emacs、git 等),并在 GitHub 上拥有超过 350 个私有仓库,包含我们的应用程序、gem 的分支、我们自己的内部 gem 和开源项目
  • 我们长期作为分布式团队工作;目前大约 65% 的员工是远程办公
  • 在 Doximity 工程博客上了解更多相关信息
  • 我们的公司核心价值观
  • 我们的招聘流程
  • 我们的产品开发周期
  • 我们的入职与导师制度

在这里您将产生影响

  • 利用 Doximity 的大量数据集,识别并分类我们平台上医疗专业人员的行为模式。
  • 在创建产品和客户面向的分析中发挥关键作用。
  • 通过与产品负责人和经理合作,影响数据团队的战略。积极参与组织数据团队战略的执行和部分规划。
  • 与产品经理、分析师和其他开发人员团队合作,从数据采集到分析再到建议,定义并领导数据项目。

关于您

  • 至少 4 年的数据分析师或数据科学家相关工作经验。
  • 精通统计概念,尤其是探索性数据分析技术和概率论。对机器学习方法(回归器、分类器等)有一定了解。
  • 能够编写和评估涉及多个表和数据关系的复杂 SQL 语句。
  • 熟练使用 Python,并熟悉与数据和 Python 相关的面向对象编程概念。
  • 熟悉分布式数据处理概念和执行(例如,使用列式存储、利用 Spark 等)。
  • 出色的可视化能力
查看英文原文

Senior Data Scientist

Location: Remote within the United States

About Doximity

Doximity is the leading clinical AI company with the largest network of U.S. clinicians. Doximity’s AI-powered workflow platform is trusted by over 85% of U.S. physicians and 300+ health systems. Doximity's mission is to help clinicians be more productive so they can provide better care for their patients.

At Doximity, we value curiosity, ownership, inclusion, and a commitment to making a meaningful impact. If you're excited about solving complex problems that improve healthcare, we'd love to hear from you.

About Us

  • Here are some of the ways we bring value to doctors
  • Here is an introduction to our tech stack
  • We use UNIX command-line interface and standard programming tools (vim/emacs, git, etc.) and have over 350 private repositories in Github containing our applications, forks of gems, our own internal gems, and open-source projects
  • We have worked as a distributed team for a long time; we're currently about 65% distributed
  • Find out more information on the Doximity engineering blog
  • Our company core values
  • Our recruiting process
  • Our product development cycle
  • Our on-boarding & mentorship process

Here's How You Will Make an Impact

  • Leverage Doximity's extensive datasets to identify and classify behavioral patterns of medical professionals on our platform.
  • Play a key role in creating both product and client-facing analytics.
  • Inform data team strategy by working with the product leaders and managers. Actively participate in execution and some planning of organizational data team strategy.
  • Collaborate with a team of product managers, analysts, and other developers to define and lead data projects from data ingestion to analysis to recommendations.

About you

  • At least 4 years of professional experience as a data analyst or a data scientist.
  • Advanced knowledge of statistical concepts, especially exploratory data analysis techniques, and probability theory. Some exposure to machine learning methods (regressors, classifiers, etc.).
  • Advanced SQL skills to create and evaluate complex statements involving numerous tables and data relationships.
  • Proficient in Python and well versed in object-oriented programming concepts as it relates to data and Python.
  • Proficient in distributed data processing concepts and execution (e.g., working with column stores, leveraging spark, etc.)
  • Excellent visualization and storytelling skills to explain your results and solutions to the stakeholders, clearly and compellingly.
  • Fast learner; curiosity about and passion for data

Compensation

The anticipated total compensation for this role is $130,00 - $190,000, depending on factors such as experience, skills, location, and internal equity.

Our total compensation package may include:

  • Base salary
  • Equity (where applicable)
  • Annual bonus or incentive compensation (where applicable)

Specific compensation details will be discussed during the interview process.

Benefits

In addition to competitive compensation, Doximity offers a comprehensive benefits package for full time employees. Some of our offerings include:

  • Medical, dental, and vision insurance
  • 401(k) with company match
  • Flexible paid time off and company holidays
  • Paid parental leave
  • Professional development and learning opportunities
  • Wellness and mental health resources
  • Remote work support and home office stipend (where applicable)

Why You'll Love Working Here

At Doximity, you'll join a mission-driven company where your work has a meaningful impact on healthcare. We believe great ideas come from empowered teams, and we're committed to creating an environment where people can do their best work.

  • Make a real impact. Help build products that support over a million healthcare professionals and ultimately improve patient care.
  • Work with exceptional teammates. Collaborate with thoughtful, talented colleagues who value curiosity, humility, and continuous learning.
  • Enjoy flexibility and trust. We support flexible ways of working and empower employees with the autonomy to own their work.
  • Grow your career. Take on meaningful challenges, develop new skills, and shape your career through mentorship and professional development.
  • Bring your authentic self. We're committed to fostering an inclusive culture where diverse perspectives are welcomed, respected, and celebrated.

Our Hiring Process & AI Tools

Doximity may use artificial intelligence (AI)-enabled tools throughout the hiring process to help improve the candidate experience and support our recruiting team. These tools may assist with administrative tasks such as scheduling, general communication, interview coordination, note-taking, or summarizing interview feedback. Human recruiters and hiring managers make all hiring decisions. We are committed to using AI responsibly, transparently, and in accordance with applicable laws.

Equal Employment Opportunity

Doximity is proud to be an Equal Opportunity Employer. We are committed to creating an inclusive workplace where everyone can thrive. We consider all qualified applicants without regard to race, color, religion, creed, sex, gender identity or expression, sexual orientation, national origin, ancestry, age, disability, veteran status, genetic information, marital status, or any other characteristic protected by applicable federal, state, or local law.

If you require a reasonable accommodation during the application or interview process, please let us know so we can support your participation.

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