Themesoft Inc. is a global IT solutions provider and a Woman‑Owned Minority Business Enterprise headquartered in Dallas, TX. With a strong presence across the US, Canada, India, Singapore, and Brazil, we specialize in digital transformation, consulting, and workforce solutions across diverse industries.

We are currently looking for a tech-savvy and results-driven professional for one of our leading clients. If you’re passionate about technology and looking to grow in a dynamic, fast-paced environment, this could be the perfect fit for yo.

Job Summary

We are seeking a highly skilled professional to design and build Agentic AI-driven solutions to automate SAS to PySpark code conversion and validation. The role will leverage AWS Bedrock (Claude), Retrieval-Augmented Generation (RAG), and multi-agent orchestration to enable intelligent code transformation and automated testing frameworks, particularly in actuarial/data domains. This position is part of a strategic data modernization initiative with strong focus on automation, scalability, and accuracy.

Key Responsibilities

- Design and develop agent-based AI systems for
- Automated SAS → PySpark code conversion
- Intelligent test case generation and validation
- Build and orchestrate multi-agent workflows leveraging LLMs (Claude) for
- Code parsing, transformation, optimization, and validation
- Implement RAG pipelines to retrieve reusable patterns, business rules, and legacy logic during code conversion




- Develop and execute automated testing frameworks to compare SAS vs PySpark outputs (data reconciliation, validation checks
- Integrate solutions with AWS services (Bedrock, S3, Glue, Lambda, API Gateway, etc)
- Collaborate with actuarial/business teams to interpret domain-specific logic and ensure functional equivalence
- Build reusable accelerators for large-scale legacy modernization programs
- Ensure robustness through logging, monitoring, and evaluation of agent outputs
- Contribute to best practices for AI-driven software engineering and autonomous pipelines

Required Skills

- Solid experience in Python & PySpark development
- Hands-on experience in AWS (Glue, S3, Lambda, Bedrock, CloudWatch)
- Experience with LLMs (Claude / OpenAI / similar) and prompt engineering
- Expertise in RAG architectures and vector-based retrieval systems
- Experience in SAS programming / SAS data pipelines (critical for conversion logic)
- Knowledge of ETL/data engineering and large-scale data migration
- Familiarity with agentic AI frameworks / multi-agent orchestration concepts
- Strong experience in data validation and testing frameworks
- Exposure to LangChain / LangGraph / agent frameworks

Nice to Have

- Experience in actuarial / insurance domain (pricing, risk models, etc)
- Familiarity with MLOps / CI-CD for AI pipelines

Experience: 8–12+ years (Senior Consultant)

Location

Toronto – Hybrid

Regards,

Parthasarathy K

Lead Recruiter

Work: 9

72-474-8787 Ext: 306, Direct: (phone hidden)

[email protected]

Themesoft Inc | Themesoft Jobs

📌 Senior Consultant / Lead – Agentic AI & SAS to PySpark Modernization (Toronto)
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📍 Toronto