Senior Consultant/Lead – Agentic AI & SAS to PySpark Modernization
About the role
Title: Senior Consultant / Lead – Agentic AI & SAS to PySpark Modernization Location: Toronto, ON (Hybrid)
We are seeking an 8+ Years Senior Consultant / Lead to support a strategic data modernization initiative focused on building Agentic AI-driven automation solutions for SAS to PySpark code conversion and validation.
This role involves designing scalable AI systems using LLMs, RAG architectures, and AWS services to automate legacy data transformation and testing processes in enterprise environments.
Key Responsibilities Design and develop agent-based AI solutions for SAS → PySpark code conversion Build multi-agent workflows using LLMs for parsing, transformation, optimization, and validation Develop RAG pipelines to retrieve reusable business logic, rules, and legacy patterns Create automated testing frameworks for SAS vs PySpark output validation and reconciliation Integrate solutions with AWS services (Bedrock, S3, Glue, Lambda, API Gateway, CloudWatch) Collaborate with business and domain teams to ensure functional equivalence Build reusable accelerators for large-scale modernization programs Ensure robustness through monitoring, logging, and evaluation of AI outputs
Required Skills Strong experience in Python and PySpark Hands-on experience with AWS (Bedrock, Glue, S3, Lambda, CloudWatch) Experience with LLMs (Claude/OpenAI or similar) and prompt engineering Strong knowledge of RAG architectures and vector databases Experience with SAS programming and legacy data pipelines Expertise in ETL/data engineering and data migration Familiarity with agentic AI frameworks (LangChain / LangGraph or similar) Strong experience in data validation and testing frameworks
Nice to Have Experience in insurance / actuarial domain Exposure to MLOps and CI/CD for AI pipelines
📩 Interested candidates with relevant experience in AI-driven modernization and data engineering are encouraged to apply or reach out directly.
We are an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, citizenship status, age, disability, genetic information, protected veteran status, or any other characteristic protected by applicable law https://www.e-verify.gov/sites/default/files/everify/posters/IER_RighttoWorkPoster.pdf
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About Galent
Galent is an AI-native digital engineering firm at the forefront of the AI revolution, dedicated to delivering unified, enterprise-ready AI solutions that transform businesses and industries. Our mission is to empower organizations to thrive in an ever-evolving digital landscape through cutting-edge AI-native services, consulting, and digital engineering.
As enterprises face the complexities of integrating advanced technologies, Galent provides scalable, AI-enabled solutions that optimize processes, enhance productivity, and unlock new growth opportunities.
Our proprietary AI platforms along with our niche expertise, enable us to solve complex challenges across industries. Galent’s approach combines the latest advancements in AI with deep market insights to drive meaningful outcomes for our clients.
By enabling composable businesses that adapt to change, Galent empowers organizations to harness the full potential of AI and become leaders in their fields.
Similar Jobs
Senior Consultant/Lead – Agentic AI & SAS to PySpark Modernization
About the role
Title: Senior Consultant / Lead – Agentic AI & SAS to PySpark Modernization Location: Toronto, ON (Hybrid)
We are seeking an 8+ Years Senior Consultant / Lead to support a strategic data modernization initiative focused on building Agentic AI-driven automation solutions for SAS to PySpark code conversion and validation.
This role involves designing scalable AI systems using LLMs, RAG architectures, and AWS services to automate legacy data transformation and testing processes in enterprise environments.
Key Responsibilities Design and develop agent-based AI solutions for SAS → PySpark code conversion Build multi-agent workflows using LLMs for parsing, transformation, optimization, and validation Develop RAG pipelines to retrieve reusable business logic, rules, and legacy patterns Create automated testing frameworks for SAS vs PySpark output validation and reconciliation Integrate solutions with AWS services (Bedrock, S3, Glue, Lambda, API Gateway, CloudWatch) Collaborate with business and domain teams to ensure functional equivalence Build reusable accelerators for large-scale modernization programs Ensure robustness through monitoring, logging, and evaluation of AI outputs
Required Skills Strong experience in Python and PySpark Hands-on experience with AWS (Bedrock, Glue, S3, Lambda, CloudWatch) Experience with LLMs (Claude/OpenAI or similar) and prompt engineering Strong knowledge of RAG architectures and vector databases Experience with SAS programming and legacy data pipelines Expertise in ETL/data engineering and data migration Familiarity with agentic AI frameworks (LangChain / LangGraph or similar) Strong experience in data validation and testing frameworks
Nice to Have Experience in insurance / actuarial domain Exposure to MLOps and CI/CD for AI pipelines
📩 Interested candidates with relevant experience in AI-driven modernization and data engineering are encouraged to apply or reach out directly.
We are an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, citizenship status, age, disability, genetic information, protected veteran status, or any other characteristic protected by applicable law https://www.e-verify.gov/sites/default/files/everify/posters/IER_RighttoWorkPoster.pdf
Not the right fit? Search for Consultant/Lead jobs in Toronto, Ontario, Canada
About Galent
Galent is an AI-native digital engineering firm at the forefront of the AI revolution, dedicated to delivering unified, enterprise-ready AI solutions that transform businesses and industries. Our mission is to empower organizations to thrive in an ever-evolving digital landscape through cutting-edge AI-native services, consulting, and digital engineering.
As enterprises face the complexities of integrating advanced technologies, Galent provides scalable, AI-enabled solutions that optimize processes, enhance productivity, and unlock new growth opportunities.
Our proprietary AI platforms along with our niche expertise, enable us to solve complex challenges across industries. Galent’s approach combines the latest advancements in AI with deep market insights to drive meaningful outcomes for our clients.
By enabling composable businesses that adapt to change, Galent empowers organizations to harness the full potential of AI and become leaders in their fields.