Sr. Data Scientist

Profile

OverviewnAvalonBay 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, weu2019ve 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.n nCreating 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.n n nThe RolenAt AvalonBay we are building the industryu2019s most advanced data science capability. Join a green-field opportunity to apply machine learning and statistical analysis to challenges in Revenue Management, Marketing, Operations, Customer Service and Investment for one of the largest REITs in the country. The Data Analytics role involves:nn Applying machine learning and statistical modeling to large datasets to develop business insightn Five years of experience conducting analysis and writing analytic code in R or Python or similar analysis and modeling toolsn Lead implementation of business solutions based on modeling and machine learning resultsn Work with senior management and business analysts to identify strategic opportunities for data analytics impactn Work with data engineering and IT to productionize machine learning solutionsn Create compelling data visualizations to support conclusions and provide recommendationsn Communicate recommendations effectively to senior managementnnYou Have...nThis is a great opportunity for a Data Science professional interested in expanding their skills and learning from the best in the industry.n nRequirements: nn A masteru2019s degree or Ph.D. from a statistics, mathematics, computer science, computational social science or operations research program.n Solid background in the fundamentals of machine learning and statistical modelingn Experience conducting analysis and writing analytic code in R or Python or similar analysis and modeling tools. Experience merging and analyzing large, diverse data sources. AWS/Hadoop/Hive/Pig and Spark a plus.n Proficient with SQL and comfortable in a Unix/Linux environment.n Experience in building production-level machine learning and predictive analytics models along with data pipelines.n Experience creating data visualizations in Power BI, Tableau, D3 or similar.n The ability to explain complex technical material to nontechnical audiencesnnHow AvalonBay Supports YounWe know that our teams are the beating heart of our success and weu2019re committed to showing our appreciation.n nWe offer:nn Comprehensive benefits u2013 health, dental & vision, 401(k) with company match, paid vacation and holidays, tuition reimbursement, an employee stock purchase plan and more!n Growth based on achievement and promotion from within.n Associate recognition (a company-wide recognition program that celebrates associate efforts and successes in contributing to the overall success of the organization u2013 including destination awards, u2018AvalonBayu2019s Very Bestu2019 recognition program and others!).n A 20% discount on our incredible apartment homes.n A culture built on purpose and our core values - A Commitment to Integrity, A Spirit of Caring, and A Focus on Continuous Improvement.nnAdditional InfonAvalonBay is proud to be an equal opportunity employer and is committed to an inclusive and diverse work environment free of discrimination and harassment.u202f 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.n nAvalonBay makes employment decisions without regard to a personu2019s 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.n nAvalonBay will consider for employment qualified applicants with criminal histories in a manner consistent with requirements under the law.n n n#LI-HybridnFor California residents, if you elect to apply to AvalonBay you accept the AvalonBay California Personnel Privacy Notice

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