Job Title: SFDC Architect
Job Location: Toronto-Ontario
Job Type: Contract
Job description:
- Salesforce Data Architecture
- Design scalable highperforming data models using Salesforce standard and custom objects
- Implement data modeling strategies including Big Objects for handling large data volumes
- Ensure data integrity and consistency using validation rules automation and sharing rules
- Consolidate data across multiple Salesforce instances for unified views
- Data Extraction Integration
- Develop and manage data pipelines to extract transform and load ETL Salesforce data into AIML platforms
- Integrate Salesforce data with cloud data lakes or warehouses eg AWS S3 Redshift
- Ensure seamless data flow between Salesforce and external systems using APIs middleware or ETL tools
- AIML DataOps Enablement
- Collaborate with data scientists and ML engineers to provide clean structured and accessible data
- Support MLOps pipelines by ensuring data availability versioning and lineage tracking
- Automate data validation retraining triggers and rollback mechanisms for ML models
- DevOps Cloud Infrastructure
- Work with AWS services like EKS Lambda S3 RDS and EventBridge to support scalable ML operations
- Implement CICD pipelines for data and model deployment using tools like GitHub Actions
- Ensure infrastructure security using AWS Secrets Manager KMS and VPC configurations
- Governance Compliance
- Define and enforce data governance policies including access control data quality and compliance
- Maintain documentation for data architecture workflows and ML infrastructure
- Align data architecture with organizational goals and regulatory standards
- AWS cloud experience is must.
Job Title: SFDC Architect Job Location: Toronto-Ontario Job Type: Contract Job description: Salesforce Data Architecture Design scalable highperforming data models using Salesforce standard and custom objects Implement data modeling strategies including Big Objects for handling large data volumes...
Job Title: SFDC Architect
Job Location: Toronto-Ontario
Job Type: Contract
Job description:
- Salesforce Data Architecture
- Design scalable highperforming data models using Salesforce standard and custom objects
- Implement data modeling strategies including Big Objects for handling large data volumes
- Ensure data integrity and consistency using validation rules automation and sharing rules
- Consolidate data across multiple Salesforce instances for unified views
- Data Extraction Integration
- Develop and manage data pipelines to extract transform and load ETL Salesforce data into AIML platforms
- Integrate Salesforce data with cloud data lakes or warehouses eg AWS S3 Redshift
- Ensure seamless data flow between Salesforce and external systems using APIs middleware or ETL tools
- AIML DataOps Enablement
- Collaborate with data scientists and ML engineers to provide clean structured and accessible data
- Support MLOps pipelines by ensuring data availability versioning and lineage tracking
- Automate data validation retraining triggers and rollback mechanisms for ML models
- DevOps Cloud Infrastructure
- Work with AWS services like EKS Lambda S3 RDS and EventBridge to support scalable ML operations
- Implement CICD pipelines for data and model deployment using tools like GitHub Actions
- Ensure infrastructure security using AWS Secrets Manager KMS and VPC configurations
- Governance Compliance
- Define and enforce data governance policies including access control data quality and compliance
- Maintain documentation for data architecture workflows and ML infrastructure
- Align data architecture with organizational goals and regulatory standards
- AWS cloud experience is must.
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