CoStar Group
Senior Machine Learning Engineer - Homes.com
CoStar Group, Washington, District of Columbia, us, 20022
Senior Machine Learning Engineer - Homes.com
OVERVIEWCoStar 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.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.RESPONSIBILITIESDesign, build, test, and deploy scalable machine learning and statistical models to analyze large volumes of data.Perform extensive statistical analysis and translate results into actionable business insights for decision makers.Collaborate with engineers, product owners, and leadership to answer business questions using big data.Automate data processing and manage data pipelines to ensure efficient data handling.Communicate complex technical concepts to non-technical stakeholders and gain a deep understanding of the CoStar business to identify improvement opportunities.BASIC QUALIFICATIONSMaster’s Degree from an accredited, non-profit university or college, preferably in Computer Science, Statistics, Data Science, or a related field. A PhD is highly desirable.2+ years of professional experience as a Machine Learning Engineer, Data Scientist or in a related role for candidates with a PhD, or 5+ years of experience for candidates with a Master’s degree.Extensive programming experience with Python and proficiency in machine learning and data science libraries such as scikit-learn, statsmodels, pandas and matplotlib.Strong mathematical and analytical skills.Exceptional ability to translate data analysis results into actionable business insights.Strong communication skills, with the ability to convey complex technical concepts to non-technical stakeholders.PREFERRED QUALIFICATIONSExperience with data platforms and analytics technologies such as Snowflake and Databricks.Experience working in cross-functional teams.Proficiency with version control systems such as Git.Proficiency in shell scripting for automation and data pipeline tasks.What’s in it for YouWhen 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.CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing.
#J-18808-Ljbffr
OVERVIEWCoStar 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.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.RESPONSIBILITIESDesign, build, test, and deploy scalable machine learning and statistical models to analyze large volumes of data.Perform extensive statistical analysis and translate results into actionable business insights for decision makers.Collaborate with engineers, product owners, and leadership to answer business questions using big data.Automate data processing and manage data pipelines to ensure efficient data handling.Communicate complex technical concepts to non-technical stakeholders and gain a deep understanding of the CoStar business to identify improvement opportunities.BASIC QUALIFICATIONSMaster’s Degree from an accredited, non-profit university or college, preferably in Computer Science, Statistics, Data Science, or a related field. A PhD is highly desirable.2+ years of professional experience as a Machine Learning Engineer, Data Scientist or in a related role for candidates with a PhD, or 5+ years of experience for candidates with a Master’s degree.Extensive programming experience with Python and proficiency in machine learning and data science libraries such as scikit-learn, statsmodels, pandas and matplotlib.Strong mathematical and analytical skills.Exceptional ability to translate data analysis results into actionable business insights.Strong communication skills, with the ability to convey complex technical concepts to non-technical stakeholders.PREFERRED QUALIFICATIONSExperience with data platforms and analytics technologies such as Snowflake and Databricks.Experience working in cross-functional teams.Proficiency with version control systems such as Git.Proficiency in shell scripting for automation and data pipeline tasks.What’s in it for YouWhen 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.CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing.
#J-18808-Ljbffr