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Holiday Inn Club Vacations · 2 days ago

Data Scientist- Customer Modeling

Orlando, FL

Full-time

Hybrid

Mid, Senior Level

3+ years exp

Holiday Inn Club Vacations is dedicated to strengthening families through their brand in family travel. They are seeking a Data Scientist specializing in Customer Modeling to develop predictive analytics capabilities that enhance customer engagement and retention.

Travel

H1B Sponsor Likely

Responsibilities

Lead predictive model development end-to-end

Design, build, validate, deploy, and maintain a suite of propensity, attrition, LTV, and channel models that directly influence activation, retention, and ROI

Translate strategic business needs into modeling requirements

Lead partnership with cross-functional stakeholders to define outcomes, prioritize development, and ensure models reflect business rules, funnel dynamics, and performance drivers

Conduct deep data exploration and guide data engineering requirements

Support the assessment of data quality, understand transformations, define feature needs, partner with Technology identifying gaps in EDW, data capture, and documentation that impact modeling integrity

Establish rigorous measurement and testing frameworks

Including holdouts, back-testing and lifecycle validation; continuously monitor model drift, re-score, re-train, and ensure KPIs (activation, usage, conversion, engagement, margin impact, etc) are accurately measured and communicated

Lead, mentor, and elevate analytical capability by overseeing an analyst supporting model development and validation, defining modeling best practices, and ensuring model outputs are understood, leveraged, and integrated into performance optimization across teams

Qualification

Predictive modelingPythonSQLMachine learningData engineeringStatistical modelingFeature engineeringCritical thinkingCommunication skillsProblem-solving

Required

BA/BS or MS in Data Science, Statistics, Computer Science, Applied Mathematics, or related quantitative field

3–5+ years of hands-on predictive modeling experience (marketing, CRM, or revenue optimization preferred)

Demonstrated expertise in Python, R, Azure ML machine learning frameworks, and SQL

Experience working with large-scale data environments, customer lifecycle data, and marketing/test design frameworks

Experience collaborating with Data Engineering and Technology teams to define data requirements and pipelines

Valid driver's license and reliable transportation (required)

Deep knowledge of statistical modeling, machine learning algorithms, and feature engineering

Ability to translate complex analytical findings into clear, actionable insights for non-technical leaders

Strong critical-thinking and problem-solving skills grounded in business outcomes and operational feasibility

Skilled in managing long-cycle testing and validating performance across upstream and downstream funnel metrics

Confident communicator able to influence stakeholders, guide interpretation of predictive outputs, and recommend actions

Self-starter who thrives in fast-paced, evolving environments and champions a culture of data-driven decision-making

High attention to detail and ability to move work forward quickly in a fast-paced environment

Company

Holiday Inn Club Vacations

Glassdoor3.6

Holiday Inn Club Vacations is a hospiatlity firm with various hotels and resorts.

Founded in 1982

Orlando, Florida, USA

5001-10000 employees

http://jobs.holidayinnclub.com/

H1B Sponsorship

Holiday Inn Club Vacations has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2024 (2)

2022 (2)

2021 (1)