Company Overview
At PropChain, we are at the forefront of revolutionizing the PropTech landscape. Our platform not only transforms the real estate experience for buyers, sellers, and professionals but also pioneers a paradigm shift in the industry. By merging residential real estate services with advanced predictive market behavior algorithms, PropChain offers strategic, data-driven insights, redefining the property market ecosystem.
About the Opportunity
As a Data Scientist/Machine Learning Engineer at PropChain, your primary focus will be to revolutionize the real estate technology landscape using advanced AI and machine learning technologies. You will work closely with Full-Stack Software Developers, reporting to the founder. Your responsibilities include developing sophisticated real-time property chain management algorithms, utilizing Convolutional Neural Networks (CNNs) and Natural Language Processing (NLP) to refine user interactions and enhance the platform’s communication capabilities.
This opportunity involves deep engagement with various datasets, encompassing user-generated data and information aggregated through third-party APIs, such as MLS databases and Google APIs. You will leverage this data to conduct thorough market analyses and accurately predict property values and highly personalized user experiences. Much of your work will include collaborating with Full-Stack Developers to integrate robust data preprocessing techniques. This collaboration is crucial for maintaining the integrity and compliance of the data, ensuring that it aligns with legal and ethical standards.
Moreover, you will play a key role in advancing PropChain’s image recognition capabilities and enriching property analysis and insights; this will involve developing and implementing AI technologies within the platform, mainly focusing on TensorFlow and PyTorch for building and optimizing machine learning models.
This position offers a unique opportunity to impact the real estate sector profoundly. Your expertise in predictive modeling and AI will contribute significantly to PropChain’s mission of transforming real estate interactions, enhancing decision-making processes, and driving the platform’s success. You will be at the forefront of innovation, helping to redefine the property market ecosystem with strategic, data-driven insights.
Scope
• Predictive Model Development: Craft and refine advanced algorithms for market prediction using natural language processing and machine learning.
• Data Analysis and Visualization: Extract and visually represent insights from large datasets, enhancing decision-making processes.
• AI and ML Integration: Implement and integrate AI technologies within our platform using tools like TensorFlow and PyTorch.
• Image Recognition Technologies: Advance our image recognition capabilities to enrich property analysis and insights.
• Data Source Integration: Synchronize and integrate various data sources, including MLS databases and Google and other third-party APIs, to refine platform features and functionalities.
• Automated Data Collection: Develop systems for efficient data scraping from various sources, ensuring data accuracy and compliance.
• Real-Time Data Synchronization: Maintain up-to-date data integration with MLS databases and other sources.
• Web Scraping Management: Oversee tools aligning with legal and ethical standards.
• API Development: Develop and maintain robust API integrations for efficient and accurate real-time data processing.
• Security and Compliance: Develop models that ensure data integrity and prevent fraudulent activities by aligning with legal and ethical standards.
• Content Management and Localization: Enhance content delivery and localization efforts, improving platform accessibility and user engagement across different regions.
• This contract role is fully remote.
Who You Are
You are a detail-oriented, self-motivated professional with a deep data science and machine learning background. Your passion for technology and innovation drives you to excel in a dynamic, remote real estate environment.
Qualifications
Must-Have Qualifications
• Bachelor’s degree in Computer Science, Data Science, Statistics, or a related field.
• At least three years of professional experience in data science, machine learning, and predictive modeling.
• Skilled in Python, R, TensorFlow, PyTorch, SQL, and ML libraries.
• Understanding of real estate market dynamics.
Nice-to-Have Qualifications
• Master’s or higher in a relevant discipline (or equivalent).
• Familiarity with cloud computing services and platforms.
• Familiarity with blockchain technology.
• Previous work in market analysis and data ethics.
Preferred Skills and Experience
• Strong analytical and troubleshooting skills.
• Proven effectiveness in remote work settings.
• Fluent in English with excellent written, verbal, and comprehension abilities.
Our Mission and Vision
• Disruptive Real Estate Tech Solutions: De
Location: New York, NY
Posted: Oct. 4, 2024, 9:04 p.m.
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