Full-Time

Data Scientist

Marketing

Posted on 1/18/2025

Window Nation

Window Nation

201-500 employees

Home improvement specializing in windows and doors

Compensation Overview

$110k - $120kAnnually

Junior, Mid

No H1B Sponsorship

Fulton, MD, USA

Category
Data Science
Data & Analytics
Required Skills
Power BI
Python
Data Science
R
SQL
Machine Learning
Data Analysis
Google Analytics
Requirements
  • Bachelor’s degree in Data Science, Statistics, Computer Science, Mathematics, Marketing Analytics, or a related field.
  • 2+ years of experience in a data science role, preferably within the marketing domain
  • Proficiency in programming languages such as Python, R, and SQL
  • Background in database setup, management, and optimization
  • Solid understanding of statistical methods (linear and logistic regression, clustering, time-series forecasting)
  • Ability to communicate effectively in verbal and written capacities to varying levels of leadership
  • Strong organizational skills and attention to detail with the ability to manage multiple projects and meet deadlines in a fast-paced environment.
Responsibilities
  • Build and maintain predictive models using advanced statistical analysis, machine learning, and AI techniques to forecast consumer behavior, optimize marketing strategies, and drive decision-making.
  • Conduct multi-channel attribution analysis to measure the effectiveness of marketing campaigns across various digital and offline channels, ensuring accurate allocation of resources to drive ROI.
  • Leverage consumer behavior analysis to identify patterns, trends, and insights that will inform segmentation strategies and campaign targeting, helping to increase conversion rates.
  • Develop and implement cluster and segmentation models for personalized marketing initiatives, categorizing audiences and markets based on behavior, preferences, and demographics.
  • Ensure the integrity and accuracy of data by validating, cleaning, and processing large datasets from multiple sources, maintaining high-quality data standards for analysis and reporting.
  • Design, manage, and optimize marketing-related databases, ensuring data infrastructure supports advanced analytical needs while maintaining data security and accessibility.
  • Develop and maintain scalable data pipelines to automate data collection, transformation, and integration from multiple sources. Deploy machine learning models into production environments, ensuring they are optimized for performance and continuously monitored for accuracy and efficiency to support ongoing marketing initiatives.
  • Apply media mix modeling to evaluate the impact of various marketing channels, optimize media spend allocation, and improve the overall marketing return on investment.
  • Partner with the Marketing, Call Center, Sales, and Senior Management teams to provide actionable insights and data-driven recommendations that enhance marketing performance and business growth.
  • Provide leadership with insights and strategic recommendations based on rigorous analysis, helping shape marketing tactics and overall business strategies in alignment with growth objectives.
  • Evaluate, implement, and manage marketing analytics tools and technologies, ensuring the team has access to state-of-the-art data collection, analysis, and reporting solutions.
  • Utilize marketing analytics platforms and data query/data management tools (Access, SQL, Dynamics CRM, Business Objects, Google Analytics, Power BI) to generate actionable insights.
  • Collaborate with cross-functional teams, including marketing, sales, and product, to gather requirements and ensure data integrity across various systems.
  • Assist in special projects and other duties as assigned.
Desired Qualifications
  • A master’s degree is preferred.
  • Experience in multichannel attribution, media mix, and marketing communication modeling.
  • Experience in consumer behavior analysis, cluster/segmentation modeling, and demand forecasting.
  • Hands-on experience with machine learning algorithms, predictive modeling, and statistical analysis.
  • Expertise working with large datasets and cloud-based data platforms (AWS, Google Cloud, or Azure).
  • Proficiency in building and deploying machine learning models in production environments.
  • Familiarity with machine learning frameworks (e.g., TensorFlow, sci-kit-learn).
  • Strong knowledge in evaluating A/B testing results and experiment design.
  • Experience with digital marketing analytics and familiarity with marketing technologies (e.g., Google Analytics, CRM systems (Microsoft D365), and marketing automation platforms).

Window Nation specializes in home improvement by providing replacement windows, doors, and vinyl siding to homeowners. Their products are custom-made to meet the specific needs of each client, ensuring a perfect fit for various budgets and style preferences. The company operates in major U.S. cities and employs professional installers who take precise measurements to guarantee quality installation, which enhances the longevity and performance of their products. Window Nation differentiates itself from competitors by offering a wide selection of over 10 brands, special financing options, and promotions like "Buy 2 Windows, Get 2 Free". Their goal is to help homeowners improve energy efficiency, curb appeal, and overall property value while making the investment process as accessible as possible.

Company Size

201-500

Company Stage

Acquired

Total Funding

N/A

Headquarters

Fulton, Maryland

Founded

2006

Simplify Jobs

Simplify's Take

What believers are saying

  • Expansion into Colorado Springs and Louisville boosts market presence and local economies.
  • Increased demand for energy-efficient home improvements drives market growth.
  • Partnerships with local manufacturers enhance product reliability and customer trust.

What critics are saying

  • Increased competition from local manufacturers in new markets like Colorado Springs.
  • Integration challenges from acquiring ARMORVUE Window and Door may disrupt service quality.
  • Dependence on promotions like 'Buy 2 Windows, Get 2 Free' could erode profit margins.

What makes Window Nation unique

  • Window Nation offers custom-made windows tailored to specific client needs.
  • The company provides a wide range of products from over 10 different brands.
  • Professional installers ensure precise measurements and installations for product longevity.

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Benefits

Paid Vacation

401(k) Retirement Plan

401(k) Company Match

Company News

PR Newswire
Mar 3rd, 2025
Window Nation Expands To Colorado Springs, Bringing Premium Window Replacement To The Rocky Mountain Region

COLORADO SPRINGS, Colo., March 3, 2025 /PRNewswire/ -- Window Nation, the country's third-largest window replacement company, is proud to announce its expansion into Colorado Springs, marking its second location in Colorado following the successful launch of its Aurora showroom in 2023. With a reputation built on expert craftsmanship, industry-leading products, and a commitment to customer satisfaction, Window Nation is ready to bring its decades of experience to homeowners in the Pikes Peak region. Nestled against the backdrop of the Rocky Mountains, Colorado Springs offers a diverse range of home styles, from historic Victorians and rustic mountain retreats to modern new builds designed to embrace the area's breathtaking views. With its unique climate where sunny, high-altitude days meet brisk mountain nights local homeowners need windows that can handle extreme temperature swings without sacrificing energy efficiency or curb appeal

PR Newswire
Jan 6th, 2025
Window Nation Expands To Louisville, Ky, With New Showroom Opening

Nationally Recognized Window Replacement Company Brings Industry-Leading Solutions to Meet Louisville's Home Improvement Needs and Boost Local EconomyLOUISVILLE, Ky., Jan. 6, 2025 /PRNewswire/ -- Window Nation, the country's third-largest window replacement company, is proud to announce its expansion into Louisville, Kentucky, opening a brand-new showroom in January 2025. Window Nation's arrival brings fresh opportunities to meet Louisville homeowners' unique home improvement trends while stimulating the local job economy. "Louisville is a city rich with architectural history and diverse home styles – from traditional to modern – and we're excited to offer solutions that blend quality, efficiency, and beauty. Homeowners here deserve the best in comfort and performance, and our products meet those needs." - Jeff Beck, President, and CEO of Window Nation

RICentral
Sep 17th, 2024
Window Nation Announces Acquisition of ARMORVUE Window and Door

FULTON, Md., Sept. 17, 2024 /PRNewswire/ - Window Nation, the third largest window replacement company in the United States, is excited to announce its acquisition of Florida-based ARMORVUE Window and Door.

Seattle Refined
Sep 9th, 2024
Knock knock! It's reliable and efficient home improvement for Puget Sound residents

Window Nation partners with local window manufacturer Milgard, so when you buy windows from Window Nation, you get peace of mind that yourcustom-made windowswill stand up to the weather and look great for years to come.

The Daily Record
Jul 24th, 2024
Habitat Chesapeake celebrates 800th home milestone with first-time homebuyers

Window Nation, the third largest window manufacturer in the United States, has partnered with Habitat since 2017 and donated windows and financial support to the four Church Street homes being dedicated.

INACTIVE