CoStar

Role Description CoStar Realty Information Inc. seeks a Senior Machine Learning Engineer. - Lead and manage the deployment and management of machine learning models across production systems. - Collaborate with machine learning engineers and data scientists to design and implement efficient and scalable machine learning pipelines, monitoring, and testing frameworks, and data management processes. - Work with software engineers to ensure the seamless integration of machine learning models into applications and services. - Develop and maintain efficient and scalable data management processes for large-scale machine learning datasets. - Collaborate with the Infrastructure team to ensure the reliability, scalability, and security of production systems. - Stay up-to-date with the latest trends and best practices in MLOps, machine learning, and data management. - Advocate for tools and technologies to accelerate research. - Distribute neural networking training across fleets of computer servers to leverage massive datasets. - Optimize machine learning inference on mobile devices. - Telecommuting permitted from anywhere in the U.S. Qualifications - Bachelor’s degree, or foreign equivalent, in Computer Science, Electrical Engineering, or a closely related field plus five years of experience in the job offered or a related occupation. Requirements - Python and C++ programming for developing complex computer vision applications and computational geometry algorithms, including experience with performance optimization and memory management for processing large 3D datasets. Expertise in scientific computing libraries such as NumPy and OpenCV for sophisticated data manipulation and algorithm implementation (3 years). - SLAM (Simultaneous Localization and Mapping) and Structure from Motion for camera pose tracking and 3D reconstruction. Experience in visual odometry, feature tracking, bundle adjustment, and loop closure detection. Experience implementing EKF-based SLAM solutions and familiarity with state-of-the-art SLAM approaches from research literature (2 years). - 3D Computer Vision and Volumetric Reconstruction, including 3D reconstruction techniques including TSDF (Truncated Signed Distance Function) volumetric fusion, depth data processing, and 3D mesh projection/stitching. Experience with multi-view geometry, camera calibration, and point cloud processing. Experience with specialized 3D vision libraries and implementing algorithms from computer vision conferences (CVPR/ECCV/ICCV) (2 years). - Depth Sensing and Processing: comprehensive experience with depth camera systems like Kinect or LIDAR, depth data infrastructure for mixed reality pipelines, and depth compression schemes. Hands-on experience with depth map filtering, fusion of multiple depth sources, and integration of depth data with RGB information for scene understanding (2 years). - Mixed Reality Systems for Digital Twins: advanced expertise in developing computer vision components from mixed reality applications with focus on digital twin creation and interaction. Experience with spatial mapping, environment understanding, camera tracking, surface detection, and 3D content placement in virtual environments that mirror physical spaces. Experience with integrating real-world geometry with virtual content for interactive digital twin applications (2 years). - Advanced Computer Vision Algorithms including camera calibration, pose estimation, feature extraction and matching, homography estimation, optical flow, and multi-view geometry. Experience implementing and optimizing these algorithms for specific application domains and hardware constraints (3 years). - Neural Radiance Fields (NeRF) and Novel View Synthesis for creating photorealistic 3D representations from 2D images. Hands-on experience implementing and optimizing NeRF variants for different applications and hardware environments (1 year). - Deep Learning for Computer Vision: specialized experience implementing and optimizing deep learning models for computer vision tasks such as object detection, semantic segmentation, depth estimation, and pose estimation. Experience with frameworks like PyTorch and adapting state-of-the-art architectures for specific computer vision challenges (2 years). - Embedded Computer Vision: Experience optimizing and deploying sophisticated computer vision algorithms on embedded systems with limited computational resources. Experience with ARM architectures, NVIDIA Jetson platforms (TX2), and techniques for efficient inference on edge devices. Experience implementing real-time vision systems on embedded hardware for applications such as smart cameras and mobile devices (2 years). - Multi-sensor Integration and 3D Environment Capture: Experience with multi-sensor systems for creating comprehensive 3D digital representations of physical spaces. Experience implementing sensor fusion algorithms, localization, mapping, and environment understanding for indoor and outdoor spaces. Experience developing systems that can perform real-time perception tasks in dynamic environments and create accurate 3D models from multiple data sources. Experience with multi-camera calibration, synchronization, and integration for creating seamless 3D spatial models (2 years). Benefits - EOE, including disability/vets. - Must be legally authorized to work in the U.S. without sponsorship. - CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing.

Sales Associate, Land.com - West Texas or New Mexico 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. Land.com Land.com offers the largest and most effective marketplaces to discover, buy and sell rural real estate. The Land.com network connects 12 million active buyers and land owners with the best local real estate professionals every month across three platforms. Learn more about Land.com. As a Field Sales Associate you will responsible for growing revenue through the sale of Land.com solutions in a specific geographic territory. You will become an industry expert in the Land.com Network - which consists of Land.com, Land and Farm and LandWatch. You will have your own book of business, well qualified leads to develop, excellent products to sell and an excellent career development path. This role is home-based, but the candidate must be based in either West Texas or New Mexico and close to an airport. Responsibilities - Developing and executing a detailed business plan to manage and grow revenue opportunities from within an existing book of business, and with new prospects in your market. - Understanding the value of Land.com products and pricing as well as competitive offerings and articulate the advertising of Land in a manner meaningful to our customers. - Selling the value of Land.com products to prospects by articulating how our solutions will meet their needs and improve their business. This will be accomplished through cold calling, consultative selling and group presentations. - Delivering high quality customer service and client retention through client visits, training and proper on-boarding of new customers. - Managing a sales pipeline, activity metrics and monthly sales forecasts. - 40% overnight travel within a specific geographic territory. Basic Qualifications - A completed bachelor's degree from an accredited, not-for-profit, in-person college/ university. - Demonstration of commitment to prior employers. - 4+ years of successful sales experience managing a territory preferably in a business to business environment. - A strong record of providing outstanding customer service in prior roles. - Success in developing new business relationships and managing existing client base. - Candidates must possess a current and valid driver’s license. - Satisfactory completion of a Driving Record/Driving Abstract check prior to start. Driving history must reflect responsible driving behavior and compliance with traffic laws. Preferred Qualifications - Knowledge and proficiency in GA4 - Google Analytics 4 is a plus, but not required. 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 and tuition reimbursement. 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 - 401(K) retirement plan with matching contributions - Employee stock purchase plan - Paid time off - Tuition reimbursement - Access to CoStar Group’s Diversity, Equity, & Inclusion Employee Resource Groups 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 $60,000- $65,000 with opportunity to earn commission based on performance and includes a generous benefits plan. #LI-JM8 #Land.com CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing

Senior Software Engineer - Matterport 3D Experiences 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. About Matterport: Matterport is leading the digital transformation of the built world. Our groundbreaking spatial computing platform turns buildings into data, making every space more valuable and accessible. Millions of buildings in more than 170 countries have been transformed into immersive Matterport digital twins to improve every part of the building lifecycle from planning, construction, and operations to documentation, appraisal, and marketing. About the Role: As a Senior Software Engineer on the 3D Experiences team at Matterport, a part of CoStar Group, you will be at the forefront of creating engaging user experiences and insights around Matterport’s 3D model technology. You will play a critical role in researching, developing, and implementing new features to our model viewer and editing platforms, maintaining existing feature sets, influencing code architecture, and impacting the way we build software together. You will work within a dynamic R&D environment, collaborating closely with fellow engineers, researchers, product, and design teams to translate groundbreaking ideas into tangible features that empower our users and expand the capabilities of our platform. Your work will be seen by 100’s of millions of viewers of Matterport models around the world and will be at the core of our customers' day-to-day workflows. This position can be located remotely across the continental United States. Responsibilities: - Implement new features for our 3D model viewer and editing tools utilizing Typescript, Three.js WebGL, and React. - You will develop new ways for our customers to interact, augment, and enhance their Matterport models with data. - Work with a cross-functional team of product managers, designers, and fellow engineers to define project requirements, explore technical feasibility, and deliver high-impact features. - Create working prototypes for new concepts, ideas, or platforms we want to explore. - Present concepts, progress, and delivered results to peers and stakeholders. - Advocate for new technical architecture and innovation. Basic Qualifications: - Bachelor’s Degree in Computer Science or related field from an accredited, not for profit university or college - 5+ years of experience developing and maintaining user-friendly, performant web applications - Demonstrated proficiency working with Typescript, WebGL, and/or React - Experience working on a team, supporting teammates through peer review, and releasing software in a team environment with multiple work streams. - Versed and capable of solving problems in 3D space. - A track record of commitment to prior employers. Preferred Qualifications: - Master’s Degree in Computer Science or related field - 8+ years of experience working with Typescript, WebGL, and React building performant web applications. - Strong proficiency working with Three.js - Exposure to architectural patterns of large JavaScript applications. - Experience writing unit tests and mocking. - Experience shipping software in a large codebase to a large audience. - Experience working with Snowflake, Looker, and other advanced analytics tools. - Experience with mobile web-based application development. - Experience with AR/VR application development. 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, and tuition reimbursement. 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 This position offers an annual salary range from $124,000 - $195,000 determined by relevant skills and experience, in addition to a generous benefits plan. 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. #Matterport #LI-KW1 #LI-remote CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing

Sales Associate, Land.com - Chicago, Milwaukee, or Grand Rapids 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. Land.com Land.com offers the largest and most effective marketplaces to discover, buy and sell rural real estate. The Land.com network connects 12 million active buyers and land owners with the best local real estate professionals every month across three platforms. Learn more about Land.com. As a Field Sales Associate you will responsible for growing revenue through the sale of Land.com solutions in a specific geographic territory. You will become an industry expert in the Land.com Network - which consists of Land.com, Land and Farm and LandWatch. You will have your own book of business, well qualified leads to develop, excellent products to sell and an excellent career development path. This role is home-based, but the candidate must be based in Chicago, Milwaukee, or Grand Rapids. RESPONSIBILITIES • Developing and executing a detailed business plan to manage and grow revenue opportunities from within an existing book of business, and with new prospects in your market. • Understanding the value of Land.com products and pricing as well as competitive offerings and articulate the advertising of Land in a manner meaningful to our customers. • Selling the value of Land.com products to prospects by articulating how our solutions will meet their needs and improve their business. This will be accomplished through cold calling, consultative selling and group presentations. • Delivering high quality customer service and client retention through client visits, training and proper on-boarding of new customers. • Managing a sales pipeline, activity metrics and monthly sales forecasts. • 40% overnight travel within a specific geographic territory. BASIC QUALIFICATIONS - Bachelor's degree required from an accredited, not-for-profit, in-person college/university. - Demonstration of commitment to prior employers. - 4+ years of successful sales experience managing a territory preferably in a business to business environment. - A strong record of providing outstanding customer service in prior roles. - Success in developing new business relationships and managing existing client base. - Candidates must possess a current and valid driver’s license. - Satisfactory completion of a Driving Record/Driving Abstract check prior to start. Driving history must reflect responsible driving behavior and compliance with traffic laws. 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 and tuition reimbursement. 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 - 401(K) retirement plan with matching contributions - Employee stock purchase plan - Paid time off - Tuition reimbursement - Access to CoStar Group’s Diversity, Equity, & Inclusion Employee Resource Groups 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 $60,000- $65,000 with opportunity to earn commission based on performance and includes a generous benefits plan. #LI-JM8 #Land.com CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing