CoStar Group, Inc.
Senior Machine Learning Engineer (Homes.com)
CoStar Group, Inc., Washington, District of Columbia, us, 20022
Senior Machine Learning Engineer (Homes.com)Job DescriptionOVERVIEW
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.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 looking for a Machine Learning Engineer to join our collaborative group that includes a mix of big data, API, and full stack development teams. This position is located in Washington, D.C. and offers a schedule of 3 days onsite, 2 days remote.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, preferably in Computer Science, Machine Learning, or a related field. A master’s or PhD is highly desirable.A track record of commitment to prior employers.5+ years of professional experience as a Machine Learning Engineer, Data Scientist or in a related role for candidates with a master’s or bachelor’s degree, or 3+ years of experience for candidates with a PhD.Extensive programming experience with Python and proficiency in ML libraries such as TensorFlow, PyTorch, and Scikit-learn.Experience of deploying end-to-end at-scale ML solutions using cloud-based architectures, including data ingestion, model training, model evaluation, and inference pipelines.Strong understanding of fundamental machine learning concepts and ability to devise custom approaches to solve practical problems using machine learning.PREFERRED SKILLS
Strong domain expertise in natural language processing.Experience with AI engineering using proprietary or open source LLMs, including the use of tools such as HuggingFace.Experience with databases, such as DynamoDB, and cloud ML platforms, such as Databricks.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 DrugLife, legal, and supplementary insuranceVirtual and in person mental health counseling services for individuals and familyCommuter and parking benefits401(K) retirement plan with matching contributionsEmployee stock purchase planPaid time offTuition reimbursementOn-site fitness center and/or reimbursed fitness center membership costs (location dependent), with yoga studio, Pelotons, personal training, group exercise classesAccess to CoStar Group’s Diversity, Equity, & Inclusion Employee Resource GroupsComplimentary gourmet coffee, tea, hot chocolate, fresh fruit, and other healthy snacksWe 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 $142,000 - $204,000, based on relevant skills and experience and includes a generous benefits plan.Equal Employment Opportunity
CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing. 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.
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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.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 looking for a Machine Learning Engineer to join our collaborative group that includes a mix of big data, API, and full stack development teams. This position is located in Washington, D.C. and offers a schedule of 3 days onsite, 2 days remote.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, preferably in Computer Science, Machine Learning, or a related field. A master’s or PhD is highly desirable.A track record of commitment to prior employers.5+ years of professional experience as a Machine Learning Engineer, Data Scientist or in a related role for candidates with a master’s or bachelor’s degree, or 3+ years of experience for candidates with a PhD.Extensive programming experience with Python and proficiency in ML libraries such as TensorFlow, PyTorch, and Scikit-learn.Experience of deploying end-to-end at-scale ML solutions using cloud-based architectures, including data ingestion, model training, model evaluation, and inference pipelines.Strong understanding of fundamental machine learning concepts and ability to devise custom approaches to solve practical problems using machine learning.PREFERRED SKILLS
Strong domain expertise in natural language processing.Experience with AI engineering using proprietary or open source LLMs, including the use of tools such as HuggingFace.Experience with databases, such as DynamoDB, and cloud ML platforms, such as Databricks.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 DrugLife, legal, and supplementary insuranceVirtual and in person mental health counseling services for individuals and familyCommuter and parking benefits401(K) retirement plan with matching contributionsEmployee stock purchase planPaid time offTuition reimbursementOn-site fitness center and/or reimbursed fitness center membership costs (location dependent), with yoga studio, Pelotons, personal training, group exercise classesAccess to CoStar Group’s Diversity, Equity, & Inclusion Employee Resource GroupsComplimentary gourmet coffee, tea, hot chocolate, fresh fruit, and other healthy snacksWe 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 $142,000 - $204,000, based on relevant skills and experience and includes a generous benefits plan.Equal Employment Opportunity
CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing. 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.
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