Machine Learning and Data Engineering Specialist

As a member of the Mr. Cooper Group team, you have a significant role in keeping the dream of homeownership alive. Your work involves collaborating with cross-functional teams, volunteering to make a difference, and challenging the status quo when necessary. Your efforts are focused on the care and service of your teammates and customers, ultimately making the dream of home ownership possible. **Key Responsibilities:** - **Data Architecture and Design:** - Collaborate with cross-functional teams to understand data requirements and translate them into an effective data lake and Databricks architecture. - Design and implement scalable and efficient data pipelines, models, and storage solutions within the Data Lake ecosystem. - **Data Ingestion and Integration:** - Develop robust data ingestion processes for real-time and batch data from various sources into the Data Lake. - Ensure data quality and consistency through data validation and transformation procedures. - **Data Transformation and Processing:** - Utilize Databricks for data transformation, cleaning, and enrichment tasks. - Optimize data processing workflows for performance and cost-efficiency. - **Model Development and Evaluation:** - Develop and implement machine learning models using appropriate algorithms and techniques. - Conduct thorough evaluation and validation of models using metrics such as accuracy, precision, recall, F1-score, ROC-AUC, etc. - **Data Governance and Security:** - Implement data governance policies and access controls to safeguard sensitive data. - Monitor data lake security and ensure compliance with data privacy regulations. - **Performance Optimization:** - Continuously monitor and tune the performance of Data Lake and Databricks workloads. - Identify and resolve bottlenecks to enhance overall data processing speed. **Qualification Required:** - Proficiency in machine learning algorithms and techniques. - Experience with big data technologies such as Spark, or Kafka. - Knowledge of data warehousing concepts and technologies. - Strong understanding of statistical analysis and mathematical concepts. - Proficiency in programming languages such as Python, and R. - Excellent communication skills to collaborate with cross-functional teams and stakeholders. Join Mr. Cooper Group in Chennai, Tamil Nadu, India, where you can contribute to making the dream of home ownership possible. As an Equal Opportunity Employer, Mr. Cooper Group values diversity and inclusion in the workplace. As a member of the Mr. Cooper Group team, you have a significant role in keeping the dream of homeownership alive. Your work involves collaborating with cross-functional teams, volunteering to make a difference, and challenging the status quo when necessary. Your efforts are focused on the care and service of your teammates and customers, ultimately making the dream of home ownership possible. **Key Responsibilities:** - **Data Architecture and Design:** - Collaborate with cross-functional teams to understand data requirements and translate them into an effective data lake and Databricks architecture. - Design and implement scalable and efficient data pipelines, models, and storage solutions within the Data Lake ecosystem. - **Data Ingestion and Integration:** - Develop robust data ingestion processes for real-time and batch data from various sources into the Data Lake. - Ensure data quality and consistency through data validation and transformation procedures. - **Data Transformation and Processing:** - Utilize Databricks for data transformation, cleaning, and enrichment tasks. - Optimize data processing workflows for performance and cost-efficiency. - **Model Development and Evaluation:** - Develop and implement machine learning models using appropriate algorithms and techniques. - Conduct thorough evaluation and validation of models using metrics such as accuracy, precision, recall, F1-score, ROC-AUC, etc. - **Data Governance and Security:** - Implement data governance policies and access controls to safeguard sensitive data. - Monitor data lake security and ensure compliance with data privacy regulations. - **Performance Optimization:** - Continuously monitor and tune the performance of Data Lake and Databricks workloads. - Identify and resolve bottlenecks to enhance overall data processing speed. **Qualification Required:** - Proficiency in machine learning algorithms and techniques. - Experience with big data technologies such as Spark, or Kafka. - Knowledge of data warehousing concepts and technologies. - Strong understanding of statistical analysis and mathematical concepts. - Proficiency in programming languages such as Python, and R. - Excellent communication skills to collaborate with cross-functional teams and stakeholders. Join Mr. Cooper Group in Chennai, Tamil Nadu, India, where you can contribute to making the dream of home ownership possible. As an Equal Opportun