Full-Time

Senior Data Scientist

Posted on 8/26/2024

Entrata

Entrata

1,001-5,000 employees

Property management software with integrated tools

Enterprise Software
Real Estate

Senior, Expert

Lehi, UT, USA

Requires in-office presence in Lehi, UT for 3 days a week.

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 provides property management software that simplifies the management of apartment communities. Its platform allows users to access various online tools through a single login, including features for websites, mobile apps, payment processing, lease signing, accounting, and resident management. The software integrates easily with third-party applications via an open API, enabling property management companies to customize their technology according to their needs. Entrata stands out from competitors by offering a comprehensive suite of services that enhances operational efficiency and improves the experience for residents. The company's goal is to streamline property management processes and provide a better living experience for residents in the communities they serve.

Company Stage

Growth Equity (Venture Capital)

Total Funding

$493.2M

Headquarters

Lehi, Utah

Founded

2003

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
Simplify Jobs

Simplify's Take

What believers are saying

  • Entrata's partnership with Freddie Mac enhances residents' financial stability through credit-building.
  • The integration with Respage boosts marketing and automation capabilities for property managers.
  • Entrata's expanded API program facilitates seamless technology integrations with partners like Hott Solutions.

What critics are saying

  • 'Inception Fraud' poses a significant risk to property management companies, including Entrata.
  • The convergence of hospitality and residential technology increases competition in the multifamily market.
  • New tech-enabled hospitality companies can challenge Entrata's market position.

What makes Entrata unique

  • Entrata offers a single-login, open-access platform for property management.
  • The platform integrates with third-party applications through an open API.
  • Entrata serves over 20,000 apartment communities with comprehensive management tools.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Disability Insurance

Health Savings Account/Flexible Spending Account

Paid Vacation

Flexible Work Hours

Remote Work Options

401(k) Retirement Plan

401(k) Company Match

Wellness Program

Mental Health Support

Parental Leave

Employee Discounts

INACTIVE