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guild
Страна
США
Зарплата
120 000 $ – 140 000 $
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SeniorУдалённоПолная занятость

Senior Data Scientist

Оценка ИИ

Высокий балл за прозрачность компенсации, статус B Corp и сильный стек технологий. Работа в социально значимой компании с четко определенными ожиданиями от менеджеров и отличным соцпакетом.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует не только глубоких технических знаний (SQL, dbt, каузальный вывод), но и развитых навыков бизнес-консалтинга. Кандидат должен уметь самостоятельно структурировать неопределенные задачи и влиять на решения топ-менеджмента.

Анализ зарплаты

Медиана155 000 $
Рынок135 000 $ – 190 000 $
Оценка ИИ

Предложенная зарплата ($120k - $140k) находится на уровне или чуть ниже медианы для Senior Data Scientist в США, однако пакет включает опционы и расширенные льготы, что делает предложение конкурентоспособным для удаленной работы.

Сопроводительное письмо

I am writing to express my interest in the Senior Product Analytics Data Scientist position at Guild. With a strong background in SQL, dbt, and Snowflake, I have a proven track record of transforming complex datasets into actionable product insights. My experience in designing rigorous A/B tests and building KPI frameworks aligns perfectly with your goal of ensuring that product investments are focused on high-return solutions for the Grow Core and Payments Network.

Throughout my career, I have thrived in roles that require a consultative mindset, partnering closely with product leaders to define success metrics and drive data-driven cultures. I am particularly drawn to Guild’s mission as a B Corp and your commitment to creating opportunity through education. I am confident that my expertise in causal inference and my ability to communicate technical findings to non-technical stakeholders will make a significant impact on your product organization.

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Откликнитесь в guild уже сейчас

Присоединяйтесь к Guild, чтобы определять будущее образовательных технологий и влиять на стратегию продукта через данные!

Описание вакансии

At Guild, we believe talent is everywhere and that opportunity should be too. We continue to have our home and headquarters in Denver, but we have embraced a distributed model of working to reach the best talent in the United States. While some roles may require proximity to our Denver office, roles based outside of our Denver office can sit in any of the following 32 states: AZ, CA, CO, CT, FL, GA, ID, IL, IN, KS, MA, MD, ME, MI, MN, MO, NC, NH, NJ, NV, NY, OH, OK, OR, PA, SC, TN, TX, UT, VA, WA, WI and Washington D.C. Please only apply if you are able to live and work full-time in one of the states listed above. State locations and specifics are subject to change as our hiring requirements shift. 

If you are an Internal Candidate, please apply via our Internal Job Board.


To thrive as a company and meet our impact goals, we must cultivate a culture of high-performance. We know managers are often the single-largest driver of employee satisfaction and growth, and our talent is our biggest asset. Because of that, we’ve identified consistent expectations for all of Guild’s people managers — helping you know what to expect from your experience here.


Guild is hiring a Senior Product Analytics Data Scientist.

The Opportunity

Guild's product organization is at an inflection point—and we need a data scientist who can ensure we're building the right things, measuring what matters, and proving impact. As our Senior Product Analytics Data Scientist, you'll be the strategic analytics partner for Grow Core and Payments Network, with expanding scope into Academy and Navigator. Your work will directly shape product strategy by ensuring leaders have the insights they need to focus investments on high-return solutions, validate that launches actually drive impact, and create objective accountability across the business. Without this role, our product and engineering efforts risk operating without understanding how our work affects members and the bottom line. This is your chance to change that.

Here are the outcomes you will be expected to achieve:

  • Focus product investments on the highest-return solutions by providing actionable insights that inform roadmap prioritization
  • Validate that product launches actually drive impact through rigorous experimentation and causal inference
  • Create objective measures of accountability by defining and operationalizing KPIs that align business and mission incentives
  • Enable a self-sufficient, data-driven product culture where leaders can access the insights they need without bottlenecks

Here's what you will do in this role to achieve these outcomes:

  • Proactively influence product strategy and roadmap decisions through narrative insights and recommendations
  • Define logical KPI driver trees in partnership with Senior Directors of Product Management that drive aligned incentives
  • Own and lead analytical standards for the product organization—driving rigor across experimentation, causal inference, and descriptive analytics using Optimizely, Segment, and Fullstory
  • Deliver dashboards and workflows that consistently provide value, articulate performance, and support prioritization decisions
  • Consult with stakeholders on the feasibility and scope of reporting requests, enabling self-service whenever possible
  • Translate ambiguous questions into concrete analysis with clear narratives for non-technical audiences
  • Manipulate and analyze complex datasets using Snowflake, dbt, Databricks, and Looker/Omni
  • Partner with Data Engineering to flag data quality issues, request new events/metrics, and define data requirements for existing and new products

You are probably a strong candidate for this role if you've accomplished:

  • Partnered directly with product leaders to define KPIs and measurement frameworks that shaped roadmap decisions
  • Designed and analyzed A/B tests or other causal inference methods that validated (or invalidated) product bets
  • Built dashboards or reporting infrastructure that product teams actually used for ongoing decision-making—not one-off analyses
  • Translated messy, ambiguous business questions into structured analyses with clear, actionable takeaways
  • Identified data quality issues or gaps and worked cross-functionally to resolve them

Here are the skills/competencies you have that will be needed to achieve the expected outcomes:

  • Strong proficiency in SQL and experience with modern data tools (Snowflake, dbt, Databricks, Looker or similar)
  • Expertise in experimentation design, causal inference, and statistical rigor
  • Ability to define meaningful KPIs and connect them to business outcomes through logical frameworks
  • Experience with product analytics tooling (Optimizely, Segment, Fullstory, Amplitude, or similar)
  • Strong communication skills—able to craft clear narratives for non-technical stakeholders
  • Consultative mindset: you scope requests, push back when needed, and deliver what stakeholders actually need
  • Comfort with ambiguity and the ability to structure problems independently

We are committed to equal pay for equal work and believe in compensation transparency. All salary ranges are standardized nationwide and will not vary by region. This role offers a competitive total compensation package, including a base salary of $120,000 - $140,000 and stock options. Compensation offered will be based on a combination of factors such as experience, competencies, and internal equity.

Posting Date: January 27, 2026

\*This role will stay open for a minimum of 3 days.

Guild partners with the country’s most innovative employers, including Chipotle, Target, Walgreens, JPMorgan Chase, Hilton, Spectrum, PepsiCo, Tyson, and more, to build the talent needed for today and a resilient workforce for tomorrow. Guild helps employers identify, develop, and mobilize internal talent, enabling workers to gain skills for in-demand roles and companies to stay agile.

By connecting employees to real-world learning, coaching, and career support, and providing companies with actionable talent insights, Guild transforms all talent into high-impact contributors and positions companies for long-term, sustainable growth. For more information, visit https://www.guild.com.

Guild is a female-founded, certified B Corp. The company has been recognized by Fortune’s Change the World list (2021, 2025), the Forbes Cloud 100 (2020–2025), Great Place to Work (2022–2025), CNBC’s Disruptor 50 (2021–2024), TIME’s 100 Most Influential Companies (2022), Inc.’s Best-Led Companies (2021), Fast Company’s World Changing Ideas (2020), and B Lab’s Best for the World (2019), among many others.

Guild is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. If you have a disability or special need that requires accommodation, please let your recruiter know. We currently offer the following benefits:

  • Access to low-cost, high-quality health care options through Collective Health and Kaiser (due to coverage limitations, Kaiser is currently only available in CA & CO)
  • Access to a 401k to help save for the future
  • Vacation policy to rest and recharge
  • 8 days of fully-paid sick leave, to take the time to heal and or recover
  • Family-friendly benefits, including 12 weeks of parental leave for non-birthing parents and 18-20 weeks for birthing parents; 4-week ramp-up period for when employees return from a leave of 6 weeks or more; as well as employer-paid short-term and long-term disability, employer-sponsored life insurance, fertility and caregiving benefits.
  • Well-rounded wellness benefits including free and low cost mental health resources and financial wellbeing support services
  • Education benefits and tuition assistance to help your future development and growth

PRIVACY NOTICE

I understand that I am applying for employment with Guild and am being asked to provide information in connection with my application. I further understand that Guild gathers this information through a third-party service provider and that Guild may use other service providers to assist in the application process. Guild may share my information with such third-party service providers in connection with my application and for the start of employment.

I understand and agree to Guild's use of my information in accordance with Guild's Privacy Policy and, for applicants that are residents of the State of California, Guild's Applicant Privacy Notice and California Notice at Collection.

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Навыки

  • SQL
  • Snowflake
  • dbt
  • Databricks
  • Looker
  • Optimizely
  • Segment
  • Fullstory
  • Amplitude
  • A/B Testing
  • Causal Inference
  • Statistics
  • KPI Design

Возможные вопросы на собеседовании

Проверка навыков работы с неопределенностью и умения приоритизировать задачи.

Расскажите о случае, когда вам пришлось переводить очень абстрактный бизнес-вопрос в конкретный аналитический план. Каков был результат?

Оценка технической экспертизы в области экспериментов, что критично для данной роли.

Как вы подходите к анализу результатов эксперимента, если стандартное A/B тестирование невозможно из-за сетевых эффектов или малого объема выборки?

Проверка умения выстраивать иерархию метрик.

Как бы вы построили дерево KPI для продукта, который находится на стыке финтеха и образования, чтобы сбалансировать бизнес-выгоду и миссию компании?

Оценка навыков взаимодействия с инженерами данных.

Опишите ваш опыт работы с Data Engineering для улучшения качества данных. Какие требования вы обычно предъявляете к новым событиям или метрикам?

Проверка способности аргументированно отстаивать свою позицию.

Бывали ли случаи, когда данные противоречили интуиции менеджера продукта? Как вы доносили эти результаты и удалось ли вам изменить стратегию?

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guild
Страна
США
Зарплата
120 000 $ – 140 000 $