
Senior AI Engineer - 454210
Chicago, ILJob$111–185K/yrSeen 5 days agoSeen in employer's feed 5 days ago
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Job overview
The Senior AI Engineer will lead the design and delivery of production-grade agent capabilities on PepsiCo’s enterprise AI Backbone across cloud and edge environments. The role owns agent modules and integration patterns, establishes evaluation and regression practices, and drives adoption with transformation, platform, and application teams. It also provides technical leadership across agent architecture, model routing, integration, and organizational knowledge sharing.
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Full job description
This job was posted by https://illinoisjoblink.illinois.gov : For more information, please see: https://illinoisjoblink.illinois.gov/jobs/13757873 Overview\ As a Senior AI Engineer specializing in Agentic AI enablement, you will lead the design and delivery of production-grade agent capabilities built on the enterprise AI Backbone across cloud and edge environments across supply-chain and global functions. You will own end-to-end delivery of key agent modules and integration patterns (MCP/tooling), establish strong evaluation and regression discipline, and drive adoption by partnering with transformation teams, BU, platform engineering, and enterprise application owners. You serve as a technical anchor for the workstreamtranslating ambiguous business workflows into measurable agent outcomes, proactively identifying risks, proposing options/tradeoffs, and ensuring solutions scale across domains. Responsibilities\ 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) Advanced Evaluation & Quality Engineering (20%)\ * 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) Model Architecture & Routing Innovation (15%)\ * 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) Advanced Integration & Ecosystem Development (15%)\ * 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) Organizational Multiplier & Innovation Leadership (10%)\ * 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) Decision-Making Autonomy: High-moderate significant autonomy in AI engineering design choices and evaluation approach; aligns with standards and escalates policy/security-impacting decisions.Supervision Required: Moderate-low general direction from Transformation and Tech Executives and SME; self-directed execution with periodic design, execution and RoI reviews.Complexity of Role: High spans agent design, evaluation rigor, integration complexity, and cross-team delivery and deep business/domain expertise under evolving constraints.Cross-Functional Interactions: Yes continuous interaction with domain transformation leads, platform/SRE, security, and enterprise app teams Compensation and Benefits:\ * The expected compensation range for this position is between $110,700 - $185,250.\ * Location, confirmed job-related skills, experience, and education will be considered in setting actual starting salary. Your recruiter can share more about the specific salary range during the hiring process.\ * Bonus based on performance and eligibility target payout is 12% of annual salar
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