About Aviato Consulting Aviato Consulting is an elite, ex-Googlers-founded GCP solutions firm and consecutive Best Place to Work winner. Combining an innovative, Google-style engineering culture with zero bureaucracy,

we offer
true remote freedom from anywhere in India and the chance to tackle high-impact challenges alongside the elite minds of the ecosystem. Role Overview We are seeking a Forward Deployed Engineer to code, integrate, and deploy custom, production-ready enterprise solutions in complex environments.

Key Responsibilities
• Serve as a developer for complex AI applications, transitioning from rapid prototypes to production-grade agentic workflows (e.g., multi-agent systems, model context protocol (MCP) servers) that drive measurable return on investment.
• Architect and code the connective tissue between Google’s AI products and customer's live infrastructure, including APIs, legacy data silos, and security perimeters as part of an expert team.
• Build high-performance evaluation pipelines and observability frameworks to ensure agentic systems meet rigorous requirements for accuracy, safety, and latency.
• Identify repeatable field patterns and friction points in Google’s AI stack, converting them into reusable modules or formal product feature requests for the Engineering teams.




• Co-build with customer engineering teams to instill Google-grade development best practices, ensuring long-term project success and high end-user adoption. Minimum Qualifications
• Bachelor’s degree in Engineering, Computer Science, a related field, or equivalent practical experience.
• 5 years of experience with software development using Python or similar coding languages.
• Experience architecting AI systems on cloud platforms (e.g., GCP).
• Experience taking production-grade AI-driven solutions from conception to launch for customers.
• Experience leading technical discovery sessions with customers.
• Experience building pipelines for structured and unstructured data using both vector databases and retrieval-augmented generation (RAG)-like architectures to power enterprise AI solutions. Preferred Qualifications
• Experience implementing multi-agent systems using frameworks (e.g., LangGraph, CrewAI, ADK) and patterns (e.g., ReAct, self-reflection, hierarchical delegation).
• Knowledge of LLM-native metrics (e.g., tokens/sec, cost-per-request) and techniques for optimizing state management and granular tracing.

What We Offer
• 100% Remote Freedom: Work from anywhere in India.
• True Ownership: Full ESOP access after just six months.
• Elite Culture: Google-caliber engineering standards with zero corporate bureaucracy.

📌 Forward Deployed Engineer (India)
🏢 Aviato Consulting
📍 India