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About the Role
The Data Scientist at Revantage will develop and deploy machine learning models to optimize revenue management and pricing strategies, analyze large datasets to generate actionable business insights, and collaborate cross-functionally to align data initiatives with company goals. This role directly impacts business operations for Blackstone Portfolio Companies by improving decision-making and operational efficiency through advanced analytics. It offers the chance to contribute to high-visibility projects that drive measurable value across the organization.
Responsibilities
- Build and deploy machine learning models to optimize revenue management and pricing strategies.
- Analyze large datasets to uncover insights and develop actionable recommendations for business decision-making.
- Collaborate with peers outside the data science team to align data science initiatives with business goals.
- Continuously evaluate and improve model performance through testing, tuning, and validation.
- Document processes, methodologies, and findings for both technical and non-technical audiences.
Requirements
- 5–7 years of professional experience in data science, machine learning, software engineering, or related fields, leveraging statistics and programming to drive business decisions.
- Proven expertise in building machine learning models, including time series forecasting and classification, optimizing business operations and decision-making.
- Experience working in fast-paced environments with tight deadlines, managing multiple projects simultaneously.
- Demonstrated ability to work effectively within a team, producing and reviewing code written by peers.
- Bachelor’s degree in relevant field.
Skills
- Advanced proficiency in Python, including libraries such as scikit-learn and statsmodels.
- Strong expertise in SQL for data extraction and transformation.
- Familiarity with GitLab/Azure Devops for collaborative development and version control.
- Strong understanding of evaluation metrics and hyperparameter tuning for machine learning models.
- Solid grounding in statistics for inference and analysis.
- Familiarity with time series analysis, regression models, and econometric techniques.
- Familiarity with revenue management theory and pricing strategies is a plus.
- Advanced degree (master’s or Ph.D.) in a relevant field is a plus.
Location
- Chicago
Work Type
- Hybrid Work Policy
- Work From Anywhere Month
Experience Level
- 5-7 years
Education Level
- Bachelor’s degree in relevant field
- Advanced degree (master’s or Ph.D.) in a relevant field is a plus
Salary/Compensations
- $123,684.00 To $164,868.00 Annually
Benefits
- health insurance coverage
- retirement savings plan
- paid holidays
- paid time off (PTO)
- discretionary bonus and incentive compensation on an annual basis
- 401(k)
- Generous health insurance and wellness benefits
About the Company
- Revantage, a Blackstone Real Estate portfolio company, is a global provider of corporate services.
- With a corporate purpose of ‘In Pursuit of Better,’ Revantage delivers value-added services and world-class talent for Blackstone Real Estate portfolio companies, spanning diverse asset classes, including residential, logistics, office, hospitality and retail sectors.
- Headquartered in Chicago, the company’s footprint extends across North America, Europe and Asia Pacific.
- Rooted in a commitment to collaboration and inclusivity, Revantage goes beyond traditional corporate services and acts as a trusted partner.
- Across offerings that include finance, technology, human resources and operations, Revantage proactively anticipates stakeholder needs, recruits exceptional talent and enables its business partners to thrive.
- Our people are our most important asset, enabling Blackstone portfolio companies and investments to scale and thrive.
- Together, we foster a workplace where everyone can be themselves, enabling them to do their best work.
- At Revantage, we have exceptional people who live our values and help us pursue better every day.
- We offer dynamic and meaningful work, competitive compensation, benefits and flexibility.
- We listen and take action to ensure our organization evolves to reflect our employees’ voices and support an inclusive culture.
- Our demonstrated commitment to our people and collaborative culture have earned us numerous awards as a top employer.
- Our culture is built on our shared core values and commitment to be: Learners, Leaders, Enthusiasts, Achievers, Partners.
- Grow your career with us. As a member of our team, you'll gain hands-on experience in the real estate industry and benefit from a supportive environment that fosters personal and professional growth.
Equal Opportunity
- Revantage is an equal opportunity employer. In accordance with applicable law, we prohibit discrimination against any applicant, employee, or other covered person based on any legally recognized basis, including, but not limited to: veteran status, uniformed servicemember status, race, color, caste, immigration status, religion, religious creed (including religious dress and grooming practices), sex, gender, gender expression, gender identity, marital status, sexual orientation, pregnancy (including childbirth, lactation or related medical conditions), age, national origin or ancestry, citizenship, physical or mental disability, genetic information (including testing and characteristics), protected leave status, domestic violence victim status, or any other consideration protected by federal, state or local law.
- We are committed to providing reasonable accommodations, if you need an accommodation to complete the application process, please email talent@revantage.com