About the role
• 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
Skills & Tags
Aplyr's read
Ecolab excels in providing essential water, hygiene, and energy solutions, attracting professionals committed to sustainability and innovation in environmental services.
What's promising
- •Ecolab leads in sustainable water and hygiene solutions, crucial for environmental safety.
- •The company offers diverse roles, from technical to managerial, supporting career growth.
- •Strong global presence ensures stability and opportunities for international work experience.
What to watch
- •Ecolab's work can involve high-pressure environments due to client demands.
- •Limited public information about internal career progression and employee satisfaction.
- •The company faces challenges in balancing rapid growth with maintaining service quality.
Why Ecolab
- •Ecolab integrates advanced technology with environmental services, setting it apart in the industry.
- •Its focus on sustainability directly impacts global ecological health.
- •The company's extensive client base spans multiple industries, offering varied professional experiences.
Aplyr’s read is generated by AI from public sources. Was it useful?
About Ecolab
Ecolab is a global leader in water, hygiene, and energy technologies and services, providing comprehensive solutions to help businesses maintain clean and safe environments.
