CoStar Group

Homes.com - Machine Learning Engineer

CoStar Group$100K — $140K *
Technical Services
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree from an accredited, not-for-profit college/university
  • 5+ years in a machine learning or related role
  • 3+ years programming with Python
  • Experience with recommendation systems and preferably computer vision
  • Strong foundations in ML concepts and deep learning frameworks like PyTorch or TensorFlow

Responsibilities

  • Collaborate on improving CoStar's cloud-based machine learning environment
  • Design and deploy scalable ML models for large data sets
  • Work with teams to create ML solutions that enhance customer experience
  • Understand CoStar's business and identify ML improvement opportunities

Benefits

  • Comprehensive healthcare coverage including medical, vision, dental, and prescription drug
  • Life, legal, and supplementary insurance
  • Commuter and parking benefits
  • 401(K) retirement plan with matching contributions
  • Employee stock purchase plan
  • Paid time off
  • Tuition reimbursement
  • Complementary gourmet beverages and healthy snacks
Full Job Description
Homes.com - Machine Learning Engineer


Job Description


This positionis located inArlington, VA and will have a 4-day onsite schedule Monday-Thursday, with Fridays work from home.

RESPONSIBILITIES

  • Collaborate on the continued improvement of CoStar27s cloud-based machine learning environment

  • Design, build, test and deploy scalable, reusable and maintainable models that handle large amounts of data.

  • Collaborate with other engineers, product owners, and leadership to create ML solutions that solve practical problems and improves our customer27s experience

  • Gain an understanding of the CoStar business and how ML can improve things

BASIC QUALIFICATIONS

  • Bachelor27s degree required from an accredited, not-for-profit, in-person college/university

  • A track record of commitment to prior employers

  • 5+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role

  • 3+ years of programming experience with Python

  • Experiencewith recommendation systemsand (preferably) computer vision

  • Strong foundations in ML concepts including supervised/unsupervised learning, model evaluation, feature engineering, and familiarity with deep learning frameworks (PyTorchor TensorFlow)

PREFERRED SKILLS

  • Experience with ML cloud tools such as Databricks, Amazon Personalize, SageMaker

  • Experience with SQL-based relational databases (e.g. AWS RDS) or document-based databases (e.g. DynamoDB).

  • Experience solving streaming and batch data processing problems at scale

  • Experience building, deploying and optimizing ML models

WHAT27S IN IT FOR YOU

When you join CoStar Group, you27ll experience a collaborative and innovative culture working alongside the best and brightest to empower our people and customers to succeed.

We offer you generous compensation and performance-based incentives. CoStar Group also invests in your professional and academic growth with internal training and tuition reimbursement.

Our benefits package includes (but is not limited to):

  • Comprehensive healthcare coverage: Medical / Vision / Dental / Prescription Drug

  • Life, legal, and supplementary insurance

  • Commuter and parking benefits

  • 401(K) retirementplanwith matching contributions

  • Employee stock purchase plan

  • Paid time off

  • Tuition reimbursement

  • Complimentary gourmet coffee, tea, hot chocolate, prepared foods, fresh fruit, and other healthy snacks

We welcome all qualified candidates who are currently eligible to work full-time in the United States to apply.However, please note that CoStar Groupis not able toprovide visa sponsorship for this position.

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#Homes.com


About CoStar Group

CoStar Group is a provider of information, analytics and marketing services to the commercial property industry in the United States, Canada, the United Kingdom, France, Germany, and Spain. Founded in 1987 by Andrew C. Florance, the company has grown to include online database CoStar and many online marketplaces, including Apartments.com, LoopNet, Lands of America, and BizBuySell. CoStar Group was founded in 1987 by Andrew C. Florance in Washington, D.C. In 1998, the company became a public company via an initial public offering on the NASDAQ, raising $22.5 million. In 2004, CoStar Group, Inc. v. LoopNet, Inc. became a landmark case in copyright law. In October 2009, the company acquired a building in Washington, D.C., now its headquarters, from the Mortgage Bankers Association for $41.3 million. The building had sold 2 years earlier for $79 million and the company claims it used its analytics data to know the right time to buy. In April 2012, CoStar Group acquired LoopNet for $860 million. In April 2014, the company acquired Apartments.com for $585 million. In April 2015, the company acquired Apartment Finder for $170 million. In July, the company acquired Belbex an online marketplace and information provider for commercial property based in Spain. In February 2017, the company acquired Westside Rentals. In February 2018, the company acquired ForRent.com from Dominion Enterprises for $350 million in cash and $35 million in stock. In October, the company acquired Realla.co an online marketplace for commercial property based in the United Kingdom. In November, the company acquired Cozy Services for $68 million.
Learn more about CoStar Group
Size
4,742 employees
Market Cap
$31.3 billion
Industry
Net Income
$227.1 million
Founded
1987
5 Year Trend
+18.3%
Revenue
$1.6 billion
NASDAQ

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