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billcom
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ГибридПолная занятость

Data Scientist II

Оценка ИИ

Сильная позиция в растущем финтехе с прозрачной вилкой зарплаты и отличным пакетом льгот. Компания ценит культуру данных и предлагает работу с современным стеком технологий (AWS, Databricks).


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует продвинутой степени и минимум 2 лет опыта работы с выводом моделей в продакшн. Основная сложность заключается в необходимости сочетать глубокие технические навыки (Python, AWS SageMaker) с умением объяснять сложные концепции нетехническим стейкхолдерам.

Анализ зарплаты

Медиана135 000 $
Рынок115 000 $ – 155 000 $
Оценка ИИ

Предложенный диапазон $121k–$146k полностью соответствует рыночным ожиданиям для уровня Data Scientist II в Сан-Хосе. Это конкурентоспособная зарплата для специалиста с опытом от 2 лет в Кремниевой долине.

Сопроводительное письмо

I am writing to express my interest in the Data Scientist II position at BILL. With a Master’s degree and over two years of experience in developing predictive models, I have a proven track record of delivering high-impact machine learning solutions into production. My background in analyzing complex transaction activity and building human-in-the-loop systems aligns perfectly with your goal of empowering businesses through data-informed roadmaps.

In my previous roles, I have successfully utilized AWS SageMaker and Python to solve business problems such as customer engagement and churn prediction. I am particularly drawn to BILL’s mission of replacing outdated financial processes with innovative tools. I am confident that my technical expertise and collaborative mindset will allow me to contribute effectively to your Data Science and Analytics team and help drive strategic success for your product platform.

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Присоединяйтесь к BILL и создавайте будущее финансовой автоматизации уже сегодня!

Описание вакансии

Innovate with purpose

At BILL, we believe in empowering the businesses that drive our economy. By replacing outdated financial processes with innovative tools, we help businesses—from startups to established brands—make smarter decisions and gain control of their operations. And we don’t stop there: we’re creating the future of financial automation so businesses can spend more time on what matters.

Working here means you become part of a vision-driven team that’s ready to tackle challenges and build cutting-edge solutions. We value purpose, drive, and curiosity—and we thrive in a fast-paced, ever-changing environment. Whether in one of our offices in San Jose, CA, Draper, UT, or in a remote-eligible role, BILLders collaborate to deliver real impact for businesses that need more time in their busy weeks.

BILL builds high performing teams and we seek to hire the best talent for every role. We're committed to building a workplace that fosters inclusion and diverse perspectives, valuing each person’s unique skills and experiences. We’d love to hear from you—you might be just what we’re looking for, whether in this role or another.

✨ Let’s give businesses more time for what matters.

Make your impact within a rapidly growing Fintech Company

Our Beliefs:

  • Data reveals hidden truths that enable better investments.
  • Our products are stronger when our roadmaps are data-informed.
  • Great data science and analytics thought partners help product teams be more strategic and successful.

The Opportunity:

We are looking for an experienced Data Scientist to join our team. This role is a strategic and integral part of our company, supporting the core product platform and partnering with others on the team to unlock value through solutions modeling. This role will give you the chance to own an end-to-end predictive human-in-the-loop solution directly used by Sales and Product teams.

Responsibilities:

  • Model Development: Design, develop, and implement predictive models, machine learning algorithms, and statistical analyses to solve complex business problems and extract actionable insights. Think product engagement, card decline, potential to spend, etc.
  • Data Analysis: Analyze high volume, complex transaction activity to assess patterns and trends for card declines and correlate with other customer outcomes.
  • Cross-Functional Collaboration: Communicate findings, trade-offs, and limitations clearly with internal and external stakeholders (tech and non-tech) at  various levels.
  • Innovation: Stay updated with the latest developments in data science and machine learning, and apply them to improve existing processes and methodologies. Deploy AI tools that enhance customer insights and engagement, and contribute to improving data confidence and automation in analytics workflows.
  • Opportunity Identification: Enrich our evolving data stack via contributing to data features/models via AWS Sagemaker/Databrick or other means.

We’d love to chat if you have:

  • Advanced Degree or Proven Experience: Master’s in Data Science, Computer Science, Statistics, Mathematics, or a related field and a minimum of 2 years of experience in a data science role, with a track record of delivering high-impact projects into production.
  • Technical Expertise: Strong background in statistical analysis, machine learning techniques, and programming languages such as Python or R in a cloud-based environment.
  • Problem-Solving Skills: Ability to analyze complex business problems and develop data-driven solutions that actually influence the end-user’s workflow.
  • Communication Skills: Excellent communication and presentation skills, with the ability to explain complex technical concepts to both technical and non-technical audiences.
  • Collaborative Mindset: Experience working in cross-functional teams and partnering with other departments to drive business outcomes.

#LI

The estimated salary  range for this role is noted below for our San Jose based role.  Our ranges for each role and job level are based on a variety of factors including candidate experience, expertise, and geographic location and may vary from the amounts listed above. The role is also eligible for a competitive benefits package that includes: medical, dental, vision, life and disability insurance, 401(k) retirement plan, flexible spending & health savings account, paid holidays, paid time off, and other company benefits.

San Jose pay range

$121,700—$145,800 USD

What’s in it for you?

Redefining how businesses automate their work is a fast-paced, exciting, and fun environment. But we also have benefits and perks to ensure the magic isn’t only experienced by our customers, but by our employees as well.

Here is a preview of some of the amazing benefits here at BILL:

  • 100% paid employee health, dental, and vision plans (choose HMO, PPO, or HDHP)
  • HSA & FSA accounts
  • Life Insurance, Long & Short-term disability coverage
  • Employee Assistance Program (EAP)
  • 11+ Observed holidays and wellness days and flexible time off
  • Employee Stock Purchase Program with employee discounts
  • Wellness & Fitness initiatives
  • Employee recognition and referral programs
  • And much more

Don’t believe us? Check out our culture, benefits, and teams on our career site, LinkedIn Life, or YouTube pages.

BILL is an Equal Opportunity Employer. We believe our best ideas come from the unique stories, perspectives, and experiences of our team members. We welcome people of all backgrounds, abilities, and identities to bring their authentic selves and contribute to our culture.

We are committed to a transparent, inclusive hiring process that reflects our values. If you need accommodations at any stage, please contact interviewaccommodations@hq.bill.com. To ensure a fair evaluation, our Candidate Integrity Policy prohibits the use of unapproved external assistance, including generative AI, during live interviews or assessments. Doing so will result in a review and potential disqualification.

Our Applicant Privacy Notice describes how BILL treats the personal information it receives from applicants.

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Навыки

  • Python
  • Machine Learning
  • SQL
  • Databricks
  • R
  • Predictive Modeling
  • Statistical Analysis
  • AWS SageMaker

Возможные вопросы на собеседовании

Проверка опыта работы с облачными инструментами, указанными в вакансии.

Расскажите о вашем опыте использования AWS SageMaker или Databricks для развертывания моделей. С какими основными трудностями вы сталкивались?

Вакансия упоминает работу с транзакциями и отказами по картам.

Как бы вы подошли к анализу причин резкого роста отказов по картам (card declines) в финтех-продукте? Какие признаки (features) вы бы включили в модель?

Роль предполагает создание решений 'human-in-the-loop'.

Что, по вашему мнению, является самым важным при проектировании предиктивной системы, в которой конечный результат корректируется человеком?

Проверка навыков кросс-функционального взаимодействия.

Опишите случай, когда вам нужно было объяснить сложную статистическую модель менеджеру по продукту или отделу продаж. Как вы адаптировали свой подход?

Оценка продуктового мышления.

Как вы оцениваете бизнес-эффект от внедрения модели машинного обучения? Какие метрики, помимо точности (accuracy/F1), вы считаете ключевыми для финтеха?

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billcom
Страна
США
Зарплата
121 700 $ – 145 800 $