Senior Software Engineer, Machine Learning

2 weeks ago

Carson City, NV, United States Redfin Full time
Why consider this job opportunity
  • Salary up to $203,900
  • Competitive compensation packages including 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 career growth within a high-growth company
  • Hybrid work model with flexibility for remote work outside of required in-office days
What to Expect (Job Responsibilities)
  • Design and implement advanced statistical models and machine learning algorithms to address complex real estate challenges
  • Perform comprehensive Exploratory Data Analysis (EDA) to understand data structure and optimize model performance
  • Co-create data-driven insights for automated valuation and recommender systems
  • Identify and implement improvements to machine learning models that enhance customer-facing experiences
  • Assist engineers and stakeholders in understanding and utilizing data science methodologies and findings
What is Required (Qualifications)
  • 5+ years of experience in data science, statistical modeling, and software engineering
  • Required skills: 4+ years of experience with Python (Scikit-learn, PyTorch, TensorFlow/Keras, NumPy, Pandas, XGBoost), SQL, A/B testing, statistical modeling, and data visualization
  • Experience developing large-scale data applications backed by relational and non-relational databases
  • Bachelor's degree in Computer Science, Statistics, Mathematics, or equivalent work experience
  • Strong communication skills to clearly convey complex problems and findings to the team
How to Stand Out (Preferred Qualifications)
  • Experience with Recommender Systems
  • Familiarity with Spark, Apache Airflow, and AWS (S3, DynamoDB, Lambda, Kinesis, SageMaker)
  • Passion for inventing and applying advanced analytical and machine learning techniques to solve business problems
  • Ability to take data science projects from inception through to deployment

#RealEstate #DataScience #MachineLearning #CareerGrowth #HybridWork

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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.

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