CoStar Group

Data Scientist

CoStar Group$71K — $115K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in computer science, data analytics, statistics, machine learning, or related field
  • 2+ years of experience in machine learning, AI, and data preparation
  • Understanding of machine learning techniques, including supervised and unsupervised methods
  • Familiarity with model evaluation metrics and performance tuning
  • Proficiency in Python and key ML/data libraries like PyTorch
  • Experience working with large datasets
  • Ability to communicate technical concepts to non-technical audiences

Responsibilities

  • Develop and evaluate machine learning models for data quality enhancement
  • Leverage AI models, including computer vision, to improve business processes
  • Conduct experiments and model validation for accuracy and fairness
  • Collaborate with teams to translate requirements into data solutions
  • Demonstrate outputs via professional visualizations for various audiences
  • Monitor and refine model performance as needed

Benefits

  • Comprehensive healthcare coverage: Medical / Vision / Dental / Prescription Drug
  • Life, legal, and supplementary insurance
  • Virtual and onsite mental health counseling
  • Commuter and parking benefits
  • 401(K) retirement plan with matching contributions
  • Employee stock purchase plan
  • Tuition reimbursement
  • On-site fitness facilities and reimbursed membership costs
  • Access to Employee Resource Groups
  • Complimentary snacks and beverages
Full Job Description
Data Scientist


Job Description


AI-Data Scientist-CoStarGroup-Richmond, VA

Role Description: 

We are seeking a Data Scientist to build enhancements to our data quality and research processes. The successful candidate will have a strong background in machine learning, artificial intelligence, and statistical modeling, with a proven ability to develop new models, optimize existing processes, and deliver business impact through data-driven solutions. Familiarity with commercial real estate concepts and datasets is preferred, though a demonstrated ability to learn complex domains quickly is valued. This individual will play a key role, working closely with product, engineering, and research leadership teams to improve our data quality and completeness. 

 

This is a full-time in-office position that will be based in our Richmond, VA office. 

 

Responsibilities: 

  • Develop and evaluate machine learning models that support CoStar Research’s goals and enhance data quality 

  • Leverage frontier artificial intelligence models, potentially including computer vision and multi-modal approaches, to improve the quality and timeliness of key business processes and workflows  

  • Conduct rigorous experimentation and model validation to ensure accuracy, robustness, and fairness 

  • Collaborate with research leaders, product teams, and engineers to understand requirements and translate them into data-driven solutions 

  • Demonstrate output in the form of deployed demos or professional quality visualizations for both technical and non-technical audiences 

  • Monitor model performance and proactively retrain or refine as necessary

Basic Qualifications: 

  • Bachelor’s degree in computer science, data analytics, statistics, machine learning, or related field 

  • 2+ years of relevant experience in machine learning, artificial intelligence, model performance, statistical modeling, and data preparation 

  • Understanding of machine learning and statistical modeling techniques, including supervised and unsupervised methods 

  • Familiarity with model evaluation metrics, validation strategies, and performance tuning techniques 

  • Proficiency in Python and key ML/data libraries such as PyTorch 

  • Experience working with large and complex datasets 

  • Comfortable collaborating in cross-functional teams and communicating technical concepts clearly to non-technical audiences 

 

Preferred Qualifications: 

  • Experience incorporating one or more Large Language Model into a business process or application 

  • Working experience with AWS or other major cloud providers 

  • Familiarity with commercial real estate data or concepts 

  • Experience working with computer vision or multi-modal 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, tuition reimbursement, and an inter-office exchange program.  

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

 

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

  • Life, legal, and supplementary insurance  

  • Virtual and in person mental health counseling services for individuals and family  

  • Commuter and parking benefits  

  • 401(K) retirement plan with matching contributions  

  • Employee stock purchase plan  

  • Paid time off  

  • Tuition reimbursement  

  • On-site fitness center and/or reimbursed fitness center membership costs (location dependent), with yoga studio, Pelotons, personal training, group exercise classes  

  • Access to CoStar Group’s Employee Resource Groups      

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

 

 

The final salary or hourly rate offered for this role will 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: $71,400 to $115,500 annual base.

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


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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