AI Solutions Principal Engineer

pepsicojobs

Hyderabad 10 Years Exp Posted 15d ago

1) Architectural Leadership & Strategic Execution (40%)

Design and Architect transformative agent systems that enable organization-wide scaling, establishing new paradigms in agent architecture that become company standards. (Lead/Execute)
Pioneer novel agent patterns (tool-use orchestration, multi-agent systems, advanced memory architectures) that dramatically improve performance across the enterprise. (Lead/Execute)
Transform ambiguous business problems into elegant technical solutions with 10x efficiency gains through innovative approaches to system design. (Lead)
Optimize critical performance metrics beyond standard benchmarks, creating breakthrough improvements (90th percentile latency reduction, 50%+ token efficiency, near-perfect tool-call reliability). (Execute/Lead)
Establish architectural governance that propagates excellence across teams and projects. (Lead)

Design scientifically rigorous evaluation frameworks that uncover non-obvious failure modes and edge cases others miss. (Lead/Execute)
Create organization-level evaluation standards and platforms that scale across multiple teams and projects. (Lead)
Innovate on automated testing methodologies that dramatically increase code quality while reducing QA overhead. (Execute/Lead)
Perform sophisticated statistical analysis of system behaviors to predict quality issues before they manifest. (Execute)
Establish early warning systems for emerging failure patterns. (Execute/Lead)

Architect intelligent routing systems that autonomously optimize for cost, latency, and quality trade-offs. (Lead/Execute)
Pioneer novel approaches to model selection, fine-tuning, and prompt engineering that set new performance standards. (Lead)
Create optimization algorithms that continuously improve routing decisions based on real-time feedback loops. (Execute/Lead)
Develop proprietary techniques for model evaluation that provide competitive advantage. (Execute/Lead)

Design scalable integration architectures that become enterprise standards for AI/app connectivity. (Lead)
Create abstraction layers that dramatically simplify how teams connect AI capabilities to enterprise systems. (Execute/Lead)
Establish next-generation integration patterns that anticipate future technology directions and enable seamless adoption. (Lead)
Develop tooling that accelerates integration velocity across the entire organization. (Execute/Lead)

Serve as technical visionary, elevating the entire AI organization's capabilities through knowledge transfer and mentorship. (Lead)
Anticipate industry shifts and position the organization to capitalize on emerging technological opportunities. (Lead)
Create internal communities of practice that accelerate knowledge sharing and collective innovation. (Lead)
Represent the company's technical excellence externally through publications, speaking engagements, and industry contributions. (Lead)
- Drive cross-functional initiatives that break down silos and create new organizational capabilities. (Lead/Execute)