资深数据科学家,预测
Staff Data Scientist, Forecasting
关于Pinterest:
全球数百万人来到我们的平台,寻找创意灵感,畅想新的可能性,并规划将伴随一生的回忆。在Pinterest,我们致力于为每个人带来创造理想生活的灵感,而这一切始于产品背后的每一个人。
在这里开启职业生涯,你将点燃创新,将热情转化为增长机会,庆祝彼此的独特经历,并拥抱高效工作的灵活性。创造你热爱的职业?这完全有可能。
在Pinterest,AI不仅仅是一个功能,而是增强我们创造力、放大我们影响力的强大伙伴,我们正在寻找渴望成为其中一员的候选人。为了全面了解你的经验和能力,我们将考察你的基础技能以及与AI协作的方式。
在我们的面试过程中,最重要的是你能清晰地解释你的思路,不仅展示你掌握的知识,更展现你的思维方式。你可以在此处了解更多关于我们的AI面试理念以及我们如何在招聘过程中使用AI的信息。
你将负责:
- 作为预测团队的技术负责人,主导关键公司指标(如月活跃用户)预测模型的战略和实现,大规模提供准确且可解释的预测结果。
- 全面领导建模生命周期:问题定义、特征工程、模型开发和原型设计、实验和回测、部署、监控/漂移检测以及可解释性。
- 制定预测技术愿景。定义模型架构和标准,并与工程团队合作,打造高效的训练/推理预测平台,满足下一代模型所需的可扩展性。
- 将预测结果转化为决策。以清晰简洁的方式向高层领导展示输出结果、情景分析和推荐框架。这是一个高曝光度的角色,会经常与副总裁级别人员接触。
- 在点预测之外推动更广泛的时间序列影响——例如异常检测、自动化根本原因分析、活动/渠道归因,以及业务健康状况的早期预警信号。
- 将预测嵌入到业务中。与BizOps/财务和产品团队合作,将预测和洞察整合到运营节奏、高管决策和战略规划中。
- 领导和指导。指导至少两名数据科学家的工作。
查看英文原文
About Pinterest:
Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product.
Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible.
At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI.
Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here.
What you’ll do:
- Be the technical lead for the forecasting team. Own the strategy and implementation of forecasting models of key company metrics (e.g., monthly active users), delivering accurate, interpretable forecasts at scale.
- Lead the full modeling lifecycle end to end: problem framing, feature engineering, model development and prototyping, experimentation and backtesting, deployment, monitoring/drift detection, and explainability.
- Set the forecasting technical vision. Define model architectures and standards, and partner with Engineering to shape the forecasting platform for efficient training/inference today and the scalability needed for the next generation of models.
- Translate forecasts into decisions. Present outputs, scenario analyses, and recommendation frameworks to senior leadership with clarity and brevity. This is a high‑visibility role with regular VP-level exposure.
- Drive broader time‑series impact beyond point forecasts—e.g., anomaly detection, automated root‑cause analysis, campaign/channel attribution, and early‑warning signals for business health.
- Embed forecasting into the business. Partner with BizOps/Finance and product teams to integrate forecasts and insights into operational rhythms, executive decision-making, and strategic planning.
- Lead and mentor. Guide the work of at least two data scientists, raising the bar on technical quality, execution, and impact through candid, continuous feedback and coaching.
What we’re looking for:
- 8+ years of combined post-graduate academic and industry experience building and shipping production time‑series/forecasting models with web‑scale data.
- A track record of delivering adjustable, well‑calibrated, and explainable forecasting systems that informing decision-making.
- Strong background in time‑series modeling and applied statistics/econometrics; advanced degree (MS or PhD) preferred.
- Expertise in at least one scripting language (ideally Python).
- Strong SQL skills (Hive/Presto/Spark SQL) and experience building reliable data pipelines/workflows (e.g., Airflow).
- Business acumen and ownership mindset—able to simplify complex problems, connect model outputs to business levers, and prioritize for impact.
- Excellent communication skills—able to distill complex analyses and uncertainty into concise narratives for executive audiences.
- Proven technical leadership—success leading critical projects and materially influencing the scope and output of other contributors.
Relocation Statement:
- This position is not eligible for relocation assistance. Visit our PinFlex page to learn more about our working model.
In-Office Requirement Statement:
- We let the type of work you do guide the collaboration style. That means we're not always working in an office, but we continue to gather for key moments of collaboration and connection.
- This role will need to be in the office for in-person collaboration 1-2 times/quarter and therefore can be situated anywhere in the country.
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At Pinterest we believe the workplace should be equitable, inclusive, and inspiring for every employee. In an effort to provide greater transparency, we are sharing the base salary range for this position. The position is also eligible for equity. Final salary is based on a number of factors including location, travel, relevant prior experience, or particular skills and expertise.
Information regarding the culture at Pinterest and benefits available for this position can be found here.
US based applicants only
$164,695—$339,078 USD
Our Commitment to Inclusion:
Pinterest is an equal opportunity employer and makes employment decisions on the basis of merit. We want to have the best qualified people in every job. All qualified applicants will receive consideration for employment without regard to race, color, ancestry, national origin, religion or religious creed, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics (or those of a family member) or any other consideration made unlawful by applicable federal, state or local laws. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you require a medical or religious accommodation during the job application process, please complete this form for support.
By submitting this application, I certify that all information submitted in my application and throughout the hiring process is true, accurate, and complete to the best of my knowledge. I understand that any false statement, omission, or misrepresentation may disqualify me from employment consideration or result in termination if discovered after hire.