4 часа назад
Sr. Data Scientist - Pricing Algorithms (Automotive)
106 000 - 159 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Data Scientist - Pricing Algorithms (Automotive) (Python/SQL, Machine Learning): Building and improving predictive pricing models that determine which vehicles to buy, how to price them, and how to allocate them across more than 200 stores with an accent on feature engineering, statistical analysis, and controlled experimentation. Focus on deploying machine learning models effectively, researching modeling innovations, and communicating complex model insights to senior leaders and cross-functional partners.
Location: Richmond, Virginia, United States; onsite 4 days per week at the Home Office
Annual salary: $106,000–$159,000, with possible bonus and equity.
Company
is a large used-car retailer that uses data and technology to improve how vehicles are bought, priced, sold, and allocated across its nationwide store network.
What you will do
- Develop new predictive models and improve existing pricing algorithms.
- Interpret, validate, and apply feature engineering to large, complex pricing datasets.
- Incorporate new data sources and insights using statistical and machine learning techniques.
- Design controlled experiments to evaluate the business value of new models.
- Partner with analysts and systems experts to support effective model deployment.
- Research data science innovations and communicate model insights and recommendations to senior leaders.
Requirements
- Bachelor’s degree in a quantitative discipline, or equivalent employment-based experience and training.
- At least 2 years of relevant work experience, including applying foundational mathematics or modeling skills to complex problems; advanced quantitative study may substitute for work experience.
- Strong analytical reasoning, attention to detail, curiosity, skepticism, creativity, and commitment to continued learning.
- Experience extracting and sharing clear insights from modeling, collaborating with others, and building professional relationships.
- Applicants must be currently authorized to work full-time in the United States.
- Visa sponsorship is not available for this role.
Nice to have
- Experience with supervised and unsupervised modeling, classification, regression, and other modeling techniques.
- Python and SQL programming.
- Data cleaning, preprocessing, statistical analysis, and probabilistic analysis.
- End-to-end experience with a machine learning deployment pipeline and project management.
Culture & Benefits
- Collaborative pricing team composed of analysts, data scientists, and systems experts.
- Work culture centered on integrity, inclusion, teamwork, continuous improvement, and associate development.
- Paid sick, vacation, holiday, bereavement, and jury-duty time, subject to applicable policies and law.
- Training and career development opportunities.
- Full-time associates receive company benefits, with details depending on employment classification.
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