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Lead AI Engineer

icon building Company : Ecolab Inc.
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Job Description - Lead AI Engineer

• Architect enterprise-grade GenAI systems using modular LLM APIs, agent orchestration frameworks, and embedding pipelines
• Design and implement autonomous agent workflows with context management, multi-agent coordination, and task delegation
• Optimize performance, latency, and accuracy through experimentation with prompt strategies, retrieval layers, and caching logic
• Lead solution reviews, enforce prompt safety and governance, and ensure alignment with security protocols
• Collaborate with platform, product, and engineering leads to define reusable patterns and scalable AI capabilities
• Guide engineering pods on GenAI design principles, system reliability, and prompt lifecycle management
• Build and maintain reusability assets — SDKs, templates, shared agent logic — to accelerate delivery velocity across teams
• Stay up to date with advancements in LLM tooling, orchestration abstractions, and prompt optimization techniques

Required Qualifications:

• 6–8+ years of experience in AI/ML engineering, with a strong focus on designing and scaling GenAI applications
• Deep proficiency in Python 3.11+ and experience with LLM APIs, vector databases, embedding generation, and agent coordination
• Hands-on expertise in architecting agent-based workflows using framework-agnostic orchestration patterns
• Proven track record in deploying secure, cost-effective, cloud-native GenAI solutions (preferably in Azure ecosystem)
• Solid grasp of CI/CD, containerization, and model monitoring practices

Preferred Qualifications:

• Exposure to model context protocols (MCP) and autonomous agent-to-agent (A2A) interactions
• Contributor to reusable GenAI accelerators, prompt chaining templates, or internal developer tools
• Familiarity with governance and observability tools for LLM workflows (e.g., cost tracking, safety controls, token usage analytics)
• Ability to simplify and communicate technical decisions to both engineers and non-technical stakeholders

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