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Full-Time

Senior Data Scientist

Updated on 9/13/2024

Entrata

Entrata

1,001-5,000 employees

Property management software and online tools

Data & Analytics
Consulting
Real Estate

Senior, Expert

Lehi, UT, USA

Category
Data Science
Data & Analytics
Required Skills
Microsoft Azure
Python
Airflow
Data Science
Git
SQL
AWS
Requirements
  • Strong understanding of inferential statistics, experimentation, and machine learning models, with emphasis on feature engineering and model robustness.
  • Expertise in NLP/NLU/NLG models, including LLMs, NERs, Sentiment Analysis, and Topic Modeling.
  • Proficiency in AI/ML production pipeline, with hands-on experience in AWS ecosystem, GitHub, Terraform, and cloud-based ML services like AWS SageMaker, Google AI Platform, or Azure Machine Learning.
  • Proven project management skills leading data projects from conception to implementation, including defining scopes, data gathering, analysis, and stakeholder presentations.
  • Commitment to sharing best practices, creating comprehensive documentation, and staying updated with the latest technologies and methodologies.
  • Experience in containerization and orchestration technologies like Docker, Airflow, and Kubernetes, particularly in the context of ML workflows.
  • Understanding of data governance, privacy, and ethical considerations in AI/ML.
  • Educational background with a BS/BA degree in statistics, mathematics, economics, computer science, or related fields emphasizing statistical analysis and machine learning.
  • 5+ years of quantitative analysis and data science experience.
  • 5+ years of proficiency using SQL, Python, and applied statistical techniques such as inferential methods, causal methods, A/B testing, or statistical modeling techniques.
Responsibilities
  • Utilize your advanced skills in quantitative analysis, data mining, and statistical modeling to generate impactful features and AI/ML based capabilities for Entrata products.
  • Lead initiatives for data-driven decision-making, enhancing the creation, completion, and adoption of our products with a focus on optimization and efficiency.
  • Foster strong collaboration with product managers, engineers and designers to align data science initiatives with product goals.
  • Employ innovative and forward-thinking approaches to identify and evaluate new opportunities for AI/ML contributions within Entrata’s long-term roadmap.
  • Execute machine learning and statistical analyses to create practical, scalable, and robust product solutions related to prediction, forecasting and LLMs.
  • Champion best practices in quantitative analysis and strengthen cross-functional relationships.
  • Work alongside engineers and product managers on scoping, ideating, and developing code-based proofs of concept, sharing knowledge and upscaling colleagues in a supportive and engaging manner.

Entrata offers property management software with online tools for websites, mobile apps, payments, lease signing, accounting, and resident management, serving over 20,000 apartment communities nationwide and providing an open API for third-party integrations. The main technologies used in the product include online tools for websites, mobile apps, payments, lease signing, accounting, and resident management, with an open API for third-party integrations.

Company Stage

Private

Total Funding

$507.2M

Headquarters

Lehi, Utah

Founded

2003

Growth & Insights
Headcount

6 month growth

5%

1 year growth

6%

2 year growth

10%
Simplify Jobs

Simplify's Take

What believers are saying

  • Entrata's aggressive hiring plans and expansion into India signal strong growth and global reach.
  • The introduction of Homebody Marketplace and AI-powered translation features demonstrates Entrata's commitment to innovation and improving resident experience.
  • Recognition as a leader in multiple G2 awards underscores Entrata's strong market position and customer satisfaction.

What critics are saying

  • The rapid expansion and integration of new technologies like Colleen AI could lead to operational challenges and potential service disruptions.
  • The competitive landscape in property management technology is intense, with numerous players vying for market share, which could impact Entrata's growth.

What makes Entrata unique

  • Entrata's acquisition of Colleen AI and integration of ELI+™ suite positions it as a leader in autonomous property management, unlike traditional property management systems.
  • The partnership with Snappt for document fraud detection enhances Entrata's ResidentVerify screening product, providing a unique edge in fraud prevention.
  • Entrata's focus on AI-enabled features and centralized leasing capabilities sets it apart in the multifamily industry by significantly enhancing operational efficiency and resident experience.