Job Description
Computer Vision/Machine Learning Engineer (Homes.com)
Overview
CoStar Group (NASDAQ: CSGP) is a leading global provider of commercial and residential real estate information, analytics, and online marketplaces. Included in the S&P 500 Index and the NASDAQ 100, CoStar Group is on a mission to digitize the world’s real estate, empowering all people to discover properties, insights and connections that improve their businesses and lives.
Homes.com is already one of the fastest growing real estate portals in the industry, we are driven to be #1. Proven success at the highest level – and we’re doing it again with the new Homes.com. Homes.com is a CoStar Group company with 20+ years' experience in leading and growing digital marketplaces. We pride ourselves on continually improving, innovating, and setting the standard for property search and marketing experiences. With Homes.com we’re building a brand on the cusp of defining the industry.
We’re looking for big thinkers, brave leaders, and creative advertising wizards ready to influence a new age of homebuying within a tried-and-true, award-winning company.
Machine Learning Engineers at CoStar play an important role in this process, by mining data from sources including billions of pageviews, millions of images, vast geographic data, deep property content, and much more. We enhance our extensive property database, personalize our customers’ experience on our product websites, and create innovative datasets and forecasts that are the industry standards in our market leading products.
We are searching for a Computer Vision/Machine Learning Engineer to join our collaborative group that includes a mix of big data, API, and full stack development teams. We are growing rapidly to help invent the future of Real Estate, with Data Science playing a critical role in that growth.
Responsibilities
- Collaborate on the continued improvement of CoStar’s cloud-based machine learning environment.
- Design, build, train, deploy and evaluate machine learning models that handle large amounts of data.
- Collaborate with other engineers, product owners, and leadership to create ML solutions that solve practical problems and improve 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 university or college, with degree preferably in Computer Science, Data Science, Statistics, Machine Learning, or Mathematics. MSc or PhD is a plus.
- A track record of commitment to prior employers.
- Experience with ML libraries such as TensorFlow, PyTorch, Keras, and Scikit-learn.
- 6+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role.
- 6+ years of programming experience with modern languages such as Python, R, C#, Java, or Scala.
- Work experience with Image Classification, Image Processing, Object Detection, NER, or Recommendation Systems.
- Experience with automated image optimization (e.g., sharpness, brightness, etc.) and the ability to understand and improve image/video aesthetics is a plus.
- Experience building data pipelines to collect data, train and test models, measure model performance, run inference on large datasets, and output results.
- Experience with data manipulation and visualization libraries such as pandas, matplotlib, seaborn, or Plotly.
- Strong math and analytical skills.
Preferred Skills
- Experience with databases, such as SQL Server, AWS RDS, DynamoDB.
- Experience with Convolutional Neural Networks (CNNs).
- Experience solving streaming and batch data processing problems at scale.
- Experience with ML cloud tools such as Databricks, Amazon Personalize, Comprehend, SageMaker, and Rekognition.
- Experience with integration of input data from a variety of sources.
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 Diversity, Equity, & Inclusion Employee Resource Groups.
- Complimentary gourmet coffee, tea, hot chocolate, 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 Group is not able to provide visa sponsorship for this position.
CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing.
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