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 workplace, 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

Strong 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