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Machine Learning Engineer
Posted on 4/28/2022
INACTIVE
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Hive
Apache Spark
Data Analysis
Data Science
Hadoop
Java
PHP
Kubernetes
Python
Requirements
  • Solid coding skills in a common programming language such as Go, Python, Java, PHP, C++
  • Machine learning fundamentals
  • Independence, self-motivation and the drive to get stuff done
  • M.S., B.S. or Ph.D. (preferred) in Computer Science or related engineering disciplines
  • An understanding of product and business results and drivers along with a strong drive to influence product decisions and business metrics
  • Prior experience building scalable data processing pipelines with big data tools such as Hadoop, Hive, Spark, Luigi, Airflow, and Kubernetes
Responsibilities
  • Work on backend systems to ease machine learning model deployment, serving latency reduction etc
  • Ship impactful projects like same session real time personalization, explore-exploit tradeoffs via multi-armed bandit optimization, CTR and CVR prediction for homefeed, user renovation journey modeling
  • Work on data systems and write automated pipelines to process large amounts of log data into usable signals
  • Improve consumer experience and improve business metrics by proposing new approaches, working on the end to end system and measuring the gains via A/B tests
Houzz
Company Overview
Houzz is an online platform for home remodeling, architecture, interior design, decorating, landscaping, and home improvement.