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    Senior Machine Learning Engineer - San Diego, United States - CoStar Group

    CoStar Group
    CoStar Group San Diego, United States

    2 weeks ago

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    Description
    CoStar Group - Senior Machine Learning Engineer
    Job Description
    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.

    We have been living and breathing the world of real estate information and online marketplaces for over 35 years, giving us the perspective to create truly unique and valuable offerings to our customers.

    We've continually refined, transformed and perfected our approach to our business, creating a language that has become standard in our industry, for our customers, and even our competitors.

    We continue that effort today and are always working to improve and drive innovation. This is how we deliver for our customers, our employees, and investors. By equipping the brightest minds with the best resources available, we provide an invaluable edge in real estate.

    is already one of the fastest growing real estate portals in the industry, we are driven to be #1.

    Just ask Brad Bellflower, Chief Change Officer at After its acquisition in 2014, quickly turned into the most popular place to find a place.

    Proven success at the highest level – and we're doing it again with the new 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 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.

    Learn more about 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 Senior 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.

    This position is located in San Diego, CA (UTC Area), and offers the following hybrid schedule option: - 3 days onsite, 2 days remote 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 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. MSc or PhD is a plus.

    A track record of commitment to prior employers 5+ years of professional development experience as Machine Learning Engineer, Data Scientist or related role 5+ years of programming experience with modern languages such as Python, C#, Java, or Scala.

    Work experience with Image Classification, Object Detection, NER, or Recommendation Systems.

    Experience building data pipelines to collect data, train and test models, measure model performance, run inference on large datasets, and output results.

    Experience with ML libraries such as TensorFlow, Keras, and Scikit-learn. Experience with data manipulation and visualization libraries such as pandas, matplotlib, seaborn, or Plotly. Strong math and analytical skills. Preferred Qualifications And Skills Experience with databases, such as SQL Server, AWS RDS, DynamoDB. 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.

    This position offers a base salary range of $143,000 - $231,000, based on relevant skills and experience and includes a generous benefits plan.

    #LI-CK1 #LI-Hybrid
    CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing Founded in 1987, CoStar Group, Inc

    (Nasdaq:

    CSGP) is the leading provider of commercial real estate information, analytics and online marketplaces.

    CoStar conducts expansive, ongoing research to produce and maintain the largest and most comprehensive database of commercial real estate information.

    CoStar data powers the $17 trillion world of real estate – delivering the sale, lease, property, tenant, contact, reporting and industry information that makes connections happen.

    We help our clients make smart investments and decisions.

    Eighty-three percent of the nation's commercial real estate transactions involve a CoStar subscriber, and the top 95% of the leading 1,000 brokerage firms use CoStar to inform their decisions.

    We also help create lasting experiences through our family of marketplaces.

    In addition to CoStar, CoStar Group brands and marketplaces include LoopNet, , BizBuySell, and Lands of America – collectively attracting more than 25 million monthly unique visitors.

    The Network is the nation's #1 most visited apartment listing network, with 45 million monthly visits, allowing renters to find their perfect homes.

    connects landowners to their perfect properties, spots and open spaces. BizBuySell allows small business owners to bring their dreams to life. And LoopNet connects investors, sellers and brokers with clients who fall in love with their properties. Headquartered in Washington, DC, CoStar maintains offices throughout the U.S.

    and in Europe and Toronto, Canada with a staff of approximately 3,700 worldwide, including the industry's largest professional research organization.

    CoStar is committed to creating a diverse environment and is proud to be an equal opportunity workplace and affirmative action employer.

    All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

    CoStar is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

    If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to use or access as a result of your disability.

    You can request reasonable accommodations by calling or by sending an email to
    #J-18808-Ljbffr
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