About Us At 8020REI, you’ll play a key role in shaping the future of data analytics for the real estate investment industry. You’ll have the opportunity to lead data initiatives, work with cutting-edge technologies, and collaborate with a dynamic team passionate about innovation and results. Core Values at 8020REI - Lead with Innovation: We constantly seek innovative solutions to improve our services and operations. - We’ve Got Your Back: Our dedication to surpassing expectations ensures we deliver outstanding support and forge lasting partnerships. - Our Word is Our Bond: We maintain a foundation of integrity, fulfilling promises and upholding transparency. - We are Limitless: Our culture encourages continuous personal and professional growth, empowering each team member to excel. - Bring Your A-Game: We believe in prioritizing wellness and family, enabling our team to perform at their best for our clients and each other. Role Overview Join our team as a Data Manager and lead the transformation of massive datasets into business-driving insights. You'll architect scalable data solutions, deploy machine learning models for complex problems, and guide a team of data professionals using cutting-edge AWS technologies. This hands-on leadership role combines large-scale data engineering, applied machine learning, and technical mentorship. You'll process terabytes of data, deploy predictive models for imbalanced datasets, and shape our data strategy while delivering measurable business results. Essential Dutiesand Responsibilities Data Architecture & Engineering Lead the design and operation of scalable, distributed data architectures within the AWS ecosystem. Process massive data volumes (terabytes+) and manage full lifecycle data pipelines using AWS Glue, EMR, Spark, and Airflow while ensuring robust, efficient, and secure infrastructure. Machine Learning & MLOps Oversee end-to-end ML lifecycle, including building, training, and deploying models for complex imbalanced problems (fraud detection, rare events). Implement MLOps best practices with model versioning (MLflow, SageMaker), CI/CD deployment (Git, Docker), and rigorous A/B testing in production. Technical Leadership Guide and mentor data engineers and scientists through hands-on leadership. Foster quality culture through code reviews, technical standards, and project management using Jira/Asana. Drive projects from ideation to delivery with clear communication and business alignment. Qualifications Data & Cloud Expertise - Proven experience with terabyte-scale data processing and distributed architectures - Deep knowledge of relational (PostgreSQL, Redshift) and NoSQL (DynamoDB, MongoDB) databases - Mastery of Big Data tools: Apache Spark, Hadoop, PySpark, Kafka, Airflow - Hands-on AWS analytics stack experience: Glue, EMR, S3, Lambda, Athena, Redshift Machine Learning & MLOps - Experience building and deploying models for imbalanced datasets (fraud detection, rare events) - Strong command of ML algorithms: XGBoost, LightGBM, neural networks, logistic regression - Practical knowledge of model evaluation (AUC, Precision/Recall, F1-score) and A/B testing - Experience with MLflow, SageMaker, Feature Stores, and CI/CD for model deployment Leadership & Project Management - Technical leadership experience mentoring data teams - Strong code review and quality standards implementation - End-to-end project management skills (Jira, Asana) - Excellent presentation abilities and business communication - Critical thinking with a humble, goal-oriented mindset Bonus Skills - Terraform and data governance tools experience - AWS IAM, security policies, and infrastructure automation (CloudFormation/Terraform) What We Offer: - Competitive Base Compensation - Profit Share Bonus - Flex PTO (up to 25 days per year) - Home Office Upgrade Bonus - HMO Bonus - Full-time Remote Work - Opportunity for growth and team-building potential - Ongoing support and budget to develop new skills Why Join Us? At 8020REI, you’ll play a key role in shaping the future of data analytics for the real estate investment industry. As a Senior Data Scientist, you’ll have the opportunity to lead data initiatives, work with cutting-edge technologies, and collaborate with a dynamic team passionate about innovation and results. Join us at 8020REI and contribute directly to revolutionizing the real estate investment landscape! #J-18808-Ljbffr