DXC Technology · 21 hours ago
AI Architect – Legacy & Mainframe Modernization
USA - TX - PLANO
Full-time
Hybrid
Senior LevelDXC Technology helps global companies run their mission-critical systems and operations while modernizing IT. The role involves designing, developing, and deploying AI-driven solutions to modernize and enhance legacy mainframe applications, focusing on improving system efficiency and supporting modernization initiatives.
AnalyticsConsultingInformation TechnologyInsurTechOutsourcingSecuritySoftware Engineering
Responsibilities
Design and implement AI/ML-driven solutions to modernize and optimize legacy mainframe applications and processes
Analyze mainframe workloads, data structures (VSAM, DB2, flat files), and batch/online processes to identify AI and automation opportunities
Develop AI-powered use cases such as:
Intelligent batch optimization and failure prediction
Anomaly detection and operational intelligence
Code analysis, refactoring recommendations, and documentation using GenAI
Data enrichment and predictive analytics leveraging mainframe data
Build and deploy AI/ML models using Python and modern ML frameworks, integrating them with mainframe and distributed systems
Enable secure access to mainframe data for AI/analytics using APIs, data pipelines, and event-driven architectures
Collaborate with modernization, cloud, and application teams to integrate AI solutions into broader transformation programs
Apply Responsible AI principles, ensuring explainability, governance, security, and compliance
Participate in architecture reviews, AI strategy discussions, and modernization roadmap planning
Qualification
Required
Python-based AI/ML development
Machine Learning frameworks (TensorFlow, PyTorch, Scikit-learn)
Generative AI and LLMs (prompt engineering, RAG patterns, model integration)
NLP, predictive modeling, anomaly detection, and automation use cases
Model lifecycle management, evaluation, and tuning
Strong understanding of IBM Mainframe environments (z/OS)
COBOL, JCL, DB2, VSAM data structures
Batch and online processing concepts (CICS preferred)
Experience working with mainframe operational data and logs
Data engineering and pipelines for structured and semi-structured data
SQL and relational databases (DB2, PostgreSQL, etc.)
APIs, messaging, and event-driven architectures
Secure data access and governance
Preferred
Experience applying AI/ML in legacy modernization or mainframe environments
Familiarity with DXC insurance platforms such as wmA, Vantage, CyberLife (preferred, not mandatory)
Experience in regulated industries (Insurance, Financial Services, Healthcare)
Strong communication skills to translate AI outcomes into business value
Company
DXC Technology
DXC Technology is an IT and consulting services company that offers insurance software, security, and application development services.
Founded in 2017
10001+ employees
H1B Sponsorship
DXC Technology has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (51)
2024 (78)
2023 (175)
2022 (146)
2021 (123)
2020 (183)
Funding
Current Stage
Public CompanyTotal Funding
$755.01M2025-12-02Post Ipo Debt· $755.01M
2017-04-03IPO
Leadership Team
Raul Fernandez
President and Chief Executive Officer
Kaveri Camire
SVP and Chief Marketing Officer
Recent News
Company data provided by crunchbase