Engineering Excellence Reimagined – How AI is Transforming Modern Engineering

Engineering Excellence Reimagined – How AI is Transforming Modern Engineering

CXOToday engaged in an exclusive conversation with Sandeep Joshi, VP & Head of Delivery India, EPAM Systems, Inc. (EPAM) on how the company’s EngX framework is redefining engineering excellence — blending craftsmanship, data fluency, and responsible AI to shape the future of intelligent software development.

How is software engineering being redefined as AI influences code, data pipelines, and model integration?

Software engineering is evolving beyond code optimization to managing complex AI-driven workflows. Engineers now reason with models, curate data pipelines and integrate probabilistic systems into deterministic operations with business and operational implications. Moreover, software engineering fundamentals are more critical today than ever before. It is important that a developer today understands what clean code is and understands the principles behind software craftsmanship. The arrival of GenAI (Generative AI) has shifted engineering’s foundation, making fluency in responsible AI practices essential. All of this, when combined well, rules out the possibilities of bad code and tech debt that might cause compromises in the system.

At EPAM, the EngX (Engineering Excellence) framework emphasizes preparing engineers for the new AI reality, combining structured learning, performance measurement and ownership culture. Teams are expected to be systems-aware, data-conscious and capable of reasoning across interdependent layers. This ensures that AI is safely and effectively embedded into software solutions while delivering measurable value. We focus on the core fundamentals of coding and encourage vibe engineering for an intentional approach where developers and AI agents work in harmony while maintaining control over architecture, quality and scalability.

Read the full article here.

EPAM’s EngX brings together clean code, rigorous security and quality-first behaviors with maturity benchmarks, actionable metrics and continuous learning, so that teams deliver faster, cut risk and build resilience across the stack: epam.com/services/engineering/agile-ways-of-working/engx-culture-program