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Posted: Tuesday, September 19, 2017 4:21 PM

Job Description:/h3:
HomeLight is the place on the web to go when you think about selling real estate. Our proprietary, machine learning algorithm analyzes over 30M transactions to determine which agent is the best professional to meet your specific home buying or selling needs. As our first Machine Learning Engineer, you, along with our Data Engineers, will own the design, implementation, and optimization of our core data and data modeling products. Youll help us apply artificial intelligence to our market:leading matching algorithm, build our data warehouse infrastructure, and pioneer innovative business cases for using big data in real estate.

What Youll Do Here:
:Create predictive models for real estate transactions using a dynamic dataset.
:Refine our agent matching algorithm to improve our core product.
:Design, model, and build a large:scale data warehouse, using ETL and other related technologies.
:Work closely with data scientists to optimize and productize machine learning models.
:Work closely with engineering to implement and scale your machine learning models.
:Build infrastructure and systems for tracking data quality, usage, and consistency.
:Design and develop new data products.
:Be the thought:leader for how we could use data and predictive algorithms to improve user experience and revenue potential from the AI products.

You Have:
:3:5 years of experience in developing a data pipeline with custom ETL that accommodates data from multiple sources of data in multiple formats.
:Minimum 2 Years of Data engineering experience in Hadoop environment.
:Familiarity with at least one scripting language: R, Python, or Scala.
:Experience using SQL to query databases.
:Expertise in end to end big data architecture including the ability to design pipelines, design machine learning environment and work with data scientists to create persistent machine learning models.
:Expertise in Hadoop ecosystem products and frameworks such as HDFS, Hbase, Sqoop/Flume/Kafka, Kudu.
:Model production in Spark using MLlib
:Application deployment using AWS, Virtual Machines, or Docker
The Perks
:Your work will matter. You will be critically important to your teams and companys success.
:Competitive equity, benefits (401k,
health/vision/dental, PTO, etc.), and comp package.
:Build disruptive technology that will transform a trillion dollar industry and forever change the way people make one of the most significant financial and emotional decisions of their lives.
:Work on a small team that gets the job done, but also likes to have fun.
:A sane work/life balance. Work hard, ski hard.Company Description:/h3:
What We Do
HomeLight is the first platform to use data and agent reviews to connect home buyers and sellers with the best real estate agents in their area. By analyzing tens of millions of transactions we can recommend the best and most relevant real estate agents to the consumer. We launched in November 2012 and are growing quickly.
Why Join HomeLight?
Youll be part of a small, tightly:knit team based in the sunny SoMa neighborhood of San Francisco. Free of big:company politics, you can help make products that will affect people in the real world. As an early team member, youll get to help shape product direction, own outcomes and learn from phenomenally talented colleagues.

Source: https://www.tiptopjob.com/jobs/72202632_job.asp?source=backpage


• Location: San Francisco

• Post ID: 82523842 sf
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