CoStar Group, Inc.
Senior Manager ML Production Engineering
CoStar Group, Inc., Washington, District of Columbia, us, 20022
Senior Manager ML Production Engineering
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 continually refine, transform, and perfect our approach, creating a language that has become standard in our industry, for our customers, and even our competitors. We are committed to innovation and delivering value to our customers, employees, and investors. Role Description CoStar Matterport seeks an enthusiastic Sr. Manager of ML Production Engineer to join our Vision & Learning team. You will lead and manage the ML Production Engineering function and team responsible for Matterport’s 3D reconstruction pipeline. The ideal candidate thrives in dynamic environments and orchestrates high-talent engineers to optimize ML Ops and Dev Ops for new and existing capabilities. You will collaborate with machine learning engineers and data scientists to design and implement scalable machine learning pipelines, monitoring frameworks, and data management processes. You will also work with software engineers to ensure seamless integration of machine learning models into our applications and services. This position reports to the Vice President of Vision & Learning. Responsibilities Provide technical leadership in Cloud Architecture, Machine Learning Operations, Software Engineering, and Distributed Systems. Collaborate cross-functionally to define products and design new capabilities for production deployment. Lead and manage cross-functional projects with regular reporting to executives. Lead by example as a hands-on manager with strong engineering fundamentals. Coordinate with data providers for training datasets and development networks. Manage and mentor senior engineers to maximize team potential. Advocate for innovative technical architecture and process improvements. Hire, mentor, and coach engineering staff to foster growth and excellence. Qualifications Master’s degree in Computer Science, Electrical Engineering, or related field, or equivalent experience. 5-8+ years of experience in software engineering, DevOps, ML Ops, or related fields. Proficiency in Python and experience with frameworks like TensorFlow, PyTorch, etc. Knowledge of machine learning pipelines, containerization, orchestration tools, and AWS cloud services. Experience with data management for large-scale datasets and Infrastructure as Code tools. Strong understanding of software engineering best practices. Excellent communication and collaboration skills. What We Offer Join CoStar Group and experience a collaborative, innovative culture with opportunities for professional growth. Our benefits include comprehensive healthcare, retirement plans, stock purchase options, paid time off, tuition reimbursement, wellness programs, and more. The position offers a salary range of $160,000 to $210,000 depending on experience, along with a comprehensive benefits package. Sponsorship We welcome qualified candidates eligible to work in the US. Please note that we cannot provide visa sponsorship for this role. CoStar Group is an Equal Employment Opportunity Employer committed to creating a diverse environment. We consider all qualified applicants without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. Reasonable accommodations are available for individuals with disabilities.
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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 continually refine, transform, and perfect our approach, creating a language that has become standard in our industry, for our customers, and even our competitors. We are committed to innovation and delivering value to our customers, employees, and investors. Role Description CoStar Matterport seeks an enthusiastic Sr. Manager of ML Production Engineer to join our Vision & Learning team. You will lead and manage the ML Production Engineering function and team responsible for Matterport’s 3D reconstruction pipeline. The ideal candidate thrives in dynamic environments and orchestrates high-talent engineers to optimize ML Ops and Dev Ops for new and existing capabilities. You will collaborate with machine learning engineers and data scientists to design and implement scalable machine learning pipelines, monitoring frameworks, and data management processes. You will also work with software engineers to ensure seamless integration of machine learning models into our applications and services. This position reports to the Vice President of Vision & Learning. Responsibilities Provide technical leadership in Cloud Architecture, Machine Learning Operations, Software Engineering, and Distributed Systems. Collaborate cross-functionally to define products and design new capabilities for production deployment. Lead and manage cross-functional projects with regular reporting to executives. Lead by example as a hands-on manager with strong engineering fundamentals. Coordinate with data providers for training datasets and development networks. Manage and mentor senior engineers to maximize team potential. Advocate for innovative technical architecture and process improvements. Hire, mentor, and coach engineering staff to foster growth and excellence. Qualifications Master’s degree in Computer Science, Electrical Engineering, or related field, or equivalent experience. 5-8+ years of experience in software engineering, DevOps, ML Ops, or related fields. Proficiency in Python and experience with frameworks like TensorFlow, PyTorch, etc. Knowledge of machine learning pipelines, containerization, orchestration tools, and AWS cloud services. Experience with data management for large-scale datasets and Infrastructure as Code tools. Strong understanding of software engineering best practices. Excellent communication and collaboration skills. What We Offer Join CoStar Group and experience a collaborative, innovative culture with opportunities for professional growth. Our benefits include comprehensive healthcare, retirement plans, stock purchase options, paid time off, tuition reimbursement, wellness programs, and more. The position offers a salary range of $160,000 to $210,000 depending on experience, along with a comprehensive benefits package. Sponsorship We welcome qualified candidates eligible to work in the US. Please note that we cannot provide visa sponsorship for this role. CoStar Group is an Equal Employment Opportunity Employer committed to creating a diverse environment. We consider all qualified applicants without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. Reasonable accommodations are available for individuals with disabilities.
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