Sr. Associate, Data Scientist

Vantage Oleochemicals, Inc; Dallas (TX); Hybrid; USD 124,000 - 165,000; Full time

Benefits offered by this job

Hybrid Work Policy

Productivity Hours – weekly meeting‑f​

Summer Fridays

Work From Anywhere Month

Learning & development opportunities

Health insurance and wellness benefits

Job summary

Revantage, a Blackstone Real Estate portfolio company, is seeking a Data Scientist to develop and deploy ML models that optimize revenue management and pricing strategies. You will analyze large datasets to generate actionable insights and collaborate across functions to align data initiatives with company goals.

Ideal candidates bring 5–7 years in data science or related fields, strong Python and SQL skills, and experience with time series forecasting and model evaluation.

Qualifications

• 5–7 years of professional experience in data science, machine learning, software engineering, or related fields.
• Proven expertise in building machine learning models, including time series forecasting and classification.
• Experience in fast-paced environments with tight deadlines and multiple projects.

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 decisions.
• Collaborate with peers outside the data science team to align data initiatives with business goals.

Skills

5–7 years data science

Python (scikit-learn)

SQL

GitLab/Azure DevOps

Time series forecasting

Classification models

Statistics

Team collaboration

Education

Bachelor’s degree in relevant field

Tools

GitLab/Azure DevOps

SQL

Python

scikit-learn

statsmodels

Job description

Who We Are 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.

What We Value: Our Culture

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 has earned us numerous awards as a top employer.

Our culture is built on our shared core values and commitment to be:

• Learners – We learn from our challenges and successes
• Leaders – We commit to continuous improvement
• Enthusiasts – We face challenges with optimism and believe anything is possible
• Achievers – We expect high standards for ourselves and enable the success of our teams
• Partners – We deliver value and positive impact to our 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.

Why This Role Is Valuable

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.

How You Add Value

• 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.

What You Bring To The Role

Required:

• 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.

Technical 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.

Preferred:

• 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.

Base Compensation Range: $123,684.00 To $164,868.00 Annually.

Total Direct Compensation: This job is also eligible for discretionary bonus and incentive compensation on an annual basis.

Benefits: The Company provides a variety of benefits to employees, including health insurance coverage, retirement savings plan, paid holidays and paid time off (PTO). The additional total direct compensation and benefits described above are subject to the terms and conditions of any governing plans, policies, practices, agreements, or other materials or documents as in effect from time to time, including but not limited to terms and conditions regarding eligibility.

Perks for You Competitive salary, overall compensation, and 401(k)

Work‑life balance offerings include:

• Hybrid Work Policy
• Productivity Hours – weekly meeting‑free work time
• Summer Fridays
• Work From Anywhere Month
• In‑house and external learning & development opportunities
• Generous health insurance and wellness benefits

EEO Statement

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 [e-mail]

Revantage, a Blackstone Real Estate portfolio company, is a global corporate services leader headquartered in Chicago. In Pursuit of Better, the company delivers value‑add services and best‑in‑class talent to Blackstone real‑estate portfolio companies and investments across asset classes including logistics, residential, office, hospitality and retail in North America, Europe, Asia, Australia and New Zealand. From Finance to Technology to Human Resources, Revantage anticipates service needs, hires exceptional talent and enables its business partners to thrive, while fostering a fun and inclusive culture for its team members.