CoStar Group

Senior Machine Learning Engineer - Homes.com - Arlington, VA

CoStar Group$166K — $204K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree from an accredited, not-for-profit institution
  • Commitment to prior employers
  • 5+ years of experience in machine learning or data science roles
  • 3+ years of programming experience with Python
  • Experience with recommendation systems and ideally computer vision
  • Strong foundations in machine learning concepts and familiarity with deep learning frameworks (PyTorch or TensorFlow)

Responsibilities

  • Collaborate on improving CoStar’s cloud-based machine learning environment
  • Design, build, test, and deploy scalable ML models
  • Work with cross-functional teams to create solutions that enhance customer experience
  • Understand the CoStar business for ML application

Benefits

  • Comprehensive healthcare coverage (Medical, Vision, Dental, 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
  • Complimentary gourmet coffee, tea, and healthy snacks
Full Job Description
Senior Machine Learning Engineer - Homes.com - Arlington, VA


Job Description


This Machine Learning Engineer role focuses on building and scaling production-grade machine learning solutions that directly enhance CoStar’s products and customer experience. The engineer will work closely with software engineers, product leaders, and business stakeholders to develop, deploy, and optimize ML models across large-scale datasets, while helping evolve CoStar’s cloud-based machine learning platform.

This position is located in Arlington, VA and will have a 4-day onsite schedule Monday-Thursday, with Fridays work from home. 

RESPONSIBILITIES:

  • Collaborate on the continued improvement of CoStar’s 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 customer’s experience 

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

BASIC QUALIFICATIONS:

  • Bachelor's 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 

  • Experience with recommendation systems and (preferably) computer vision 

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

WHAT’S IN IT FOR YOU:

When you join CoStar Group, you’ll 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) retirement plan with 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 

The final salary or hourly rate offered for this role with fall within the range set forth below based on a variety of factors, including but not limited to, geographic location, skills, and competencies.

Base Compensation: $166,000-204,000

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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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