• Job Description

  Req#: 58709
  Employer Industry: Real Estate Technology
  
  Why Consider this Job Opportunity:
  - Salary up to $203,900
  - Competitive compensation packages that include bonuses and restricted stock grants
  - Generous benefits including paid vacation, medical, dental, and vision insurance, and fully paid family leave
  - Opportunities for continued professional development and growth within a high-growth company
  - Hybrid work model with flexibility for remote work
  - Collaborative environment focused on innovation and customer-centric solutions
  
  What to Expect (Job Responsibilities):
  - Design and implement advanced statistical models and machine learning algorithms to solve complex real estate problems
  - Perform comprehensive Exploratory Data Analysis (EDA) to understand data structure, distributions, and anomalies
  - Co-create the next generation of data-driven insights for automated valuation and recommender systems
  - Identify and implement improvements to ML models that enhance customer-facing experiences
  - Build data products and analytical tools that impact key company metrics and revenue growth
  
  What is Required (Qualifications):
  - 5+ years of experience in data science, statistical modeling, and software engineering
  - Proficient in Python (Scikit-learn, PyTorch, TensorFlow/Keras, NumPy, Pandas, XGBoost), SQL, A/B testing, statistical modeling, and data visualization
  - Experience developing large-scale data applications using relational and non-relational databases
  - Bachelor's degree in Computer Science, Statistics, Mathematics, or equivalent work experience
  - Strong communication skills to convey complex ideas effectively across teams
  
  How to Stand Out (Preferred Qualifications):
  - Experience with Recommender Systems
  - Familiarity with Spark, Apache Airflow, and AWS (S3, DynamoDB, Lambda, Kinesis, SageMaker)
  - Ability to take a data science project from inception to deployment
  - Passion for applying advanced analytical and ML techniques to solve business problems
  - Experience with Kafka, Java, Postgres, SQL, K8s, Jenkins, and Airflow in AWS
  
  #RealEstateTech #MachineLearning #DataScience #CareerOpportunity #HybridWork
  
  We prioritize candidate privacy and champion equal-opportunity employment. Central to our mission is our partnership with companies that share this commitment. We aim to foster a fair, transparent, and secure hiring environment for all. If you encounter any employer not adhering to these principles, please bring it to our attention immediately.
  We are not the EOR (Employer of Record) for this position. Our role in this specific opportunity is to connect outstanding candidates with a top-tier employer.

• About the company

  Redfin got its start inventing map-based search. Today, we’re a technology-powered real estate broker, instant home-buyer (iBuyer), lender, title insurer, and renovations company. We serve more than 95 markets across the U.S. and Canada and employ over 4,100 people.

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