P3-C3-TSTS8 years of Senior data modeling experience Erwin data modelling toolExperience with AWS and Redshift database models is a plusDesigning L2 Layer experience for Large Data Transformation ProgramExperience of working as a Lead Data Modeler and working with senior stakeholdersExperience in Machine of relational databases and data architecture computer systems including SQLExperience of ER modeling big data enterprise data and physical data modelsExperience of working with large data experience is a must. Finance data experience Anaplan experience is a with data modeling software such as SAP PowerDesigner Microsoft Visio or erwin DataModelerExcellent presentation communication and organizational skillsStrong attention to detailAbility to work in a fast-paced environmentHands-on experience with Amazon SageMaker including model training deployment and endpoint Python programming skills and experience with ML libraries (e.g. scikit-learn pandas).Experience with MLOps tools and practices (e.g. MLflow SageMaker Pipelines CI/CD tools like Jenkins or GitHub Actions).Solid understanding of data lake architecture data wrangling and transformation best with AWS services: S3 Lambda Glue Step Functions CloudWatch with containerization (Docker) and orchestration (ECS EKS or Kubernetes).Preferred Qualifications:AWS certifications (e.g. AWS Certified Data Analytics Specialty Machine Learning Specialty).Experience with infrastructure automation (Terraform CDK or CloudFormation).Knowledge of data quality lineage and governance to streaming data (Kinesis Kafka) and real-time ML pipelines.