Back to Jobs

Data Scientist

AvalonBay Communities
Arlington, VA
Overview

AvalonBay Communities, Inc., an equity REIT, has a long-term track record of developing, redeveloping, acquiring and managing distinctive apartment homes in some of the best U.S. markets, and delivering outsized, risk-adjusted returns to shareholders. With equal parts experience and vision, we’ve established a leadership position rooted in our purpose of creating a better way to live and that is always focused on building value for the long term.

Creating a better way to live is the purpose that binds AvalonBay associates. We take that purpose seriously and expect you will as well. By focusing on collaboration, innovation, and taking ownership of our choices and actions, we act in ways that focus on creating value for our customers, investors and associates. Your positive, professional, and consistent personal interactions make AvalonBay a great place to work.

The Role

At AvalonBay We Are Building The Industry’s Most Advanced Data Science Capability. Join a Green-field Opportunity To Become a Key Driver Of Value At One Of The Largest REITs In The Country. This Person Will

  • Develop advanced analytics and machine learning models to enhance profitable growth and customer satisfaction
  • Analyze large and complex data sets to gain insight on our customers and business processes
  • Leverage AWS tools to create and implement production level analytic processes
  • Develop business intelligence capability to enable AvalonBay to become an increasingly data driven organization
  • Provide data driven insights to Senior Management that drive ROI
  • Take responsibility for key analytic models and infrastructure
  • Implement automated quality assurance best practices
  • Design and implement tests with rigorous statistical discipline

Qualifications Required

  • 2 years of business experience in support of analytics and modeling
  • An advanced degree in Mathematics, Data Science, Computer Science or other numerate discipline
  • Solid programming ability in Python or R
  • Expertise developing SQL queries
  • Expertise in machine learning and predictive model development
  • Expertise in statistical modeling and hypothesis testing, regression modeling and forecasting
  • Knowledge of AWS cloud native tools preferred
  • Experience merging and analyzing large, diverse data sources
  • Experience with data visualization tools
  • The ability to explain complex technical material to nontechnical audiences

How AvalonBay Supports You

We know that our teams are the beating heart of our success and we’re committed to showing our appreciation.

We Offer

Comprehensive benefits — health, dental and vision, 401(k) with company match, paid vacation and holidays, tuition reimbursement, an employee stock purchase plan and more. Click on Benefits ( for information.

Growth based on achievement and promotion from within.

Associate recognition (a company-wide recognition program that celebrates associate efforts and successes in contributing to the overall success of the organization – including destination awards, ‘AvalonBay’s Very Best’ recognition program and others!).

A 20% discount on our incredible apartment homes.

A culture built on purpose and our core values - A Commitment to Integrity, A Spirit of Caring, and A Focus on Continuous Improvement.

Additional Info

AvalonBay is proud to be an equal opportunity employer and is committed to an inclusive and diverse work environment free of discrimination and harassment.  We believe that in order to achieve our purpose of creating a better way to live, we must recruit, develop and retain associates with a wide range of backgrounds, experiences and perspectives and create an environment that encourages all voices to be heard, understood and appreciated. With this we know we can do great things.

AvalonBay makes employment decisions without regard to a person’s race, ethnicity, color, religion, sex, national origin, sexual orientation, gender identity, pregnancy (including childbirth, lactation or related medical conditions), age, physical or mental disability, genetic information (including characteristics or testing), citizenship status, military or veteran status, or any other status protected by the law.

For California residents, if you elect to apply to AvalonBay you accept the AvalonBay California Personnel Privacy Notice (
Posted 2025-09-14

Recommended Jobs

Full Time Pediatric Emergency Job Richmond, VA

Team Health Team Health
Richmond, VA

Are you a dedicated physician with a passion for pediatric emergency care? Join our elite team of pediatric emergency medicine physicians at Chippenham Hospital in Richmond, Virginia. Our state-of-th…

View Details
Posted 2025-09-10

Part time Substitute Nanny

Jovie of NC OH VA
Falls Church, VA

Here's the opportunity: Jovie is looking for upbeat, engaging babysitters to provide support to loving local families while caring for children of all ages! We are seeking experienced caregivers…

View Details
Posted 2025-07-29

Taqueria Kitchen Supervisor (Senior Taquero)

Tacombi
Arlington, VA

Job Description Job Description About Tacombi... Founded in 2005 on the balmy beaches of the Yucatan, Tacombi is a quickly growing Mexican taqueria and hospitality company based in New Yor…

View Details
Posted 2025-09-14

Automotive Service Technician - All Levels

Priority Lexus Virginia Beach
Virginia Beach, VA

Number 1 Lexus Dealership in Hampton roads We offer an excellent compensation package for full-time employees including: * 401K/Profit Sharing * Health/Dental * Vacation/Sick Leave * Professio…

View Details
Posted 2025-08-28

Sales Consultant (Richmond, VA)

North Star Seafood, LLC
Richmond, VA

JOB SUMMARY This position carries out and achieves a sales plan assigned by the Sysco Specialty Meat Group (SSMG) company. This individual achieves maximum sales profitability, growth and account …

View Details
Posted 2025-09-16

Administration Assistant

Best Repair Company, Inc.
Norfolk, VA

Job Description Job Description We are seeking an Administration Assistant to join our team! You will perform clerical and administrative functions in order to drive company success. Responsib…

View Details
Posted 2025-08-18

Sales Associate - Club Pilates Potomac Falls

Club Pilates (Ashburn | Potomac Falls | Leesburg)
Sterling, VA

Job Description Job Description Club Pilates Potomac Falls/Sterling COMPANY OVERVIEW: Club Pilates offers group reformer classes in various formats and levels to accommodate everyone seeking …

View Details
Posted 2025-07-25

PHYSICIAN - INTERNAL MEDICINE

Johns Hopkins Medicine
Arlington, VA

Johns Hopkins Community Physicians (JHCP) is looking for an Internal Medicine Physician to join our Charles County practice. Johns Hopkins Community Physicians serves Maryland, Northern Virginia and…

View Details
Posted 2025-08-19

Designer Sales Manager Richmond, VA

Cosentino
Virginia

What are we looking for At Cosentino () we are looking for a  Designer Sales Manager located in Richmond,VA, who will have the opportunity to work in a multinational environment, in full expans…

View Details
Posted 2025-08-22

Mammography Technologist PRN

VHC Health
Arlington, VA

Job Description Job Description Overview Interested in a career with both meaning and growth? At VHC Health we work together to fulfill our mission, to be the best health system possible. As o…

View Details
Posted 2025-08-23