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Full-Time

Machine Learning Data Engineer

Posted on 2/7/2024

darwinhomes

darwinhomes

51-200 employees

Tech-driven single-family home leasing platform

Data & Analytics
AI & Machine Learning
Real Estate

Junior, Mid

Remote in USA

Category
Data & Analytics
Required Skills
Redshift
Python
SQL
Data Analysis
Snowflake
Requirements
  • Bachelor’s Degree in STEM related field or equivalent
  • Three years of data engineering or equivalent experience
  • Proven experience designing and implementing scalable, performant data pipelines, data services, and data products
  • Built and maintained data warehouses with ETL/ELT pipelines
  • Experience with data modeling, data lakes, and warehouse design
  • Experience with various databases and data warehouses such as Redshift and Snowflake
  • Background in ETL and data processing, familiar with how to transform data to meet business goals
  • Experience working with Fivetran and DBT is a bonus
  • Strong knowledge of SQL and Python
Responsibilities
  • Design and build scalable and robust data pipelines to collect, process, and distribute large volumes of data efficiently
  • Build ETL pipelines that will enable and streamline regular reporting on SLAs
  • Provide clear documentation on data models with source, description and field definitions for better collaboration, maintainability, and usability
  • Provide recommendations and guidance related to data integration strategy in order to meet future analytic and model needs
  • Make our data more discoverable and easier to use for analytics and Machine learning modeling
  • Modify and improve data engineering processes to handle ever larger, more complex, and more types of data sources and pipelines
  • Work with AI/ML teams to understand their business and technical problems and deliver data to support the solutions to those problems
  • Incorporate core data management competencies including data governance, data security and data quality
  • Test data movement, transformation code, and data components
Desired Qualifications
  • Experience working with Fivetran and DBT
  • Strong problem solver who ensures systems are built with longevity and creates innovate ways to resolve issues
  • Have strong communication skills to collaborate with cross-functional partners and drive projects

Darwin Homes offers a tech-driven, mobile-equipped application for discovering, touring, and leasing single-family rental properties, with smart locks for hassle-free viewings and digital applications. The company's vertically-integrated real estate investment management platform utilizes innovative technologies to provide transparent and professional management and leasing services for property owners and residents.

Company Stage

M&A

Total Funding

$22M

Headquarters

Austin, Texas

Founded

2018

Growth & Insights
Headcount

6 month growth

-4%

1 year growth

-4%

2 year growth

-4%
INACTIVE