Invitation Homes
Overview
Data Architect role at Invitation Homes. The Data Architect will design, implement, and maintain robust data infrastructure to support data-driven initiatives. Strong background in data engineering, data modeling, data processing, Python programming, and SQL/PLSQL scripting is required. Responsibilities
Develop and implement comprehensive and scalable data models that align with business requirements. Collaborate with data architects and analysts/Information engineers to optimize data models for performance and analytics. Regularly review and enhance existing data models to accommodate evolving business needs. Design, develop, and deploy robust ETL/ELT processes to load data from diverse sources into data lake/platform. Gather data integration requirements from stakeholders and ensure ETL workflows meet processing needs. Monitor and troubleshoot ETL processes to maintain data integrity and minimize downtime. Manage and configure data processing workflows orchestration using enterprise schedulers like AWS Airflow. Use Python and SQL to build frameworks for data extraction, transformation, and loading; create scripts with PowerShell and Unix shell for end-to-end automated pipelines. Build reusable scripts to automate code deployment (CI/CD) across environments. Develop scripts to manage and migrate infrastructure as code (IaC) using Python, Terraform, or AWS CloudFormation. Implement data governance policies to ensure data accuracy, consistency, and security. Participate in data quality initiatives and provide guidance on best practices. Automate code reviews following organizational standards and guidelines. Qualifications
Bachelor’s Degree in Computer Science or equivalent experience. 7+ years of professional development experience in enterprise-scale data warehousing, data engineering, and data lake solutions. 3+ years of experience in Data Modeling (Dimensional Modeling, Normalized models, OTMs, etc.). Knowledge of ETL/ELT tools (e.g., AWS Glue, DBT, SSIS, Apache Spark, Informatica). 3+ years with modern columnar data platforms (Snowflake, AWS Redshift, Azure Synapse). Extensive SQL/PLSQL scripting, dynamic programming, and performance tuning. 3+ years using Python for data engineering solutions. Experience with data pipeline orchestration tools like Airflow, Control-M, AutoSys. 2+ years of cloud experience (preferably AWS) with associated data services (Glue, S3, Lambda, CloudWatch, MWAA, etc.). Strong understanding of core infrastructure components (servers, network, storage). Experience with Git and collaborative development in agile environments. Benefits & Compensation
Salary range: $118,800.00 – $205,920.00, plus potential annual discretionary bonus. Compensation depends on skills, experience, location, and applicable laws. Benefits include: Annual bonus program Health, dental, vision, and life insurance Disability insurance Generous paid time off and holidays 401(k) with company matching Casual work environment and team events Invitation Homes is an equal opportunity employer committed to fostering a diverse and inclusive environment. If you require accommodation, please contact humanresources@invitationhomes.com. We do not accept agency resumes.
#J-18808-Ljbffr
Data Architect role at Invitation Homes. The Data Architect will design, implement, and maintain robust data infrastructure to support data-driven initiatives. Strong background in data engineering, data modeling, data processing, Python programming, and SQL/PLSQL scripting is required. Responsibilities
Develop and implement comprehensive and scalable data models that align with business requirements. Collaborate with data architects and analysts/Information engineers to optimize data models for performance and analytics. Regularly review and enhance existing data models to accommodate evolving business needs. Design, develop, and deploy robust ETL/ELT processes to load data from diverse sources into data lake/platform. Gather data integration requirements from stakeholders and ensure ETL workflows meet processing needs. Monitor and troubleshoot ETL processes to maintain data integrity and minimize downtime. Manage and configure data processing workflows orchestration using enterprise schedulers like AWS Airflow. Use Python and SQL to build frameworks for data extraction, transformation, and loading; create scripts with PowerShell and Unix shell for end-to-end automated pipelines. Build reusable scripts to automate code deployment (CI/CD) across environments. Develop scripts to manage and migrate infrastructure as code (IaC) using Python, Terraform, or AWS CloudFormation. Implement data governance policies to ensure data accuracy, consistency, and security. Participate in data quality initiatives and provide guidance on best practices. Automate code reviews following organizational standards and guidelines. Qualifications
Bachelor’s Degree in Computer Science or equivalent experience. 7+ years of professional development experience in enterprise-scale data warehousing, data engineering, and data lake solutions. 3+ years of experience in Data Modeling (Dimensional Modeling, Normalized models, OTMs, etc.). Knowledge of ETL/ELT tools (e.g., AWS Glue, DBT, SSIS, Apache Spark, Informatica). 3+ years with modern columnar data platforms (Snowflake, AWS Redshift, Azure Synapse). Extensive SQL/PLSQL scripting, dynamic programming, and performance tuning. 3+ years using Python for data engineering solutions. Experience with data pipeline orchestration tools like Airflow, Control-M, AutoSys. 2+ years of cloud experience (preferably AWS) with associated data services (Glue, S3, Lambda, CloudWatch, MWAA, etc.). Strong understanding of core infrastructure components (servers, network, storage). Experience with Git and collaborative development in agile environments. Benefits & Compensation
Salary range: $118,800.00 – $205,920.00, plus potential annual discretionary bonus. Compensation depends on skills, experience, location, and applicable laws. Benefits include: Annual bonus program Health, dental, vision, and life insurance Disability insurance Generous paid time off and holidays 401(k) with company matching Casual work environment and team events Invitation Homes is an equal opportunity employer committed to fostering a diverse and inclusive environment. If you require accommodation, please contact humanresources@invitationhomes.com. We do not accept agency resumes.
#J-18808-Ljbffr