Company Overview

Trianz is an applied AI solutions company that accelerates customer business transformation through AI powered "Transformation Services as a Software Model". With 25+ years of transforming enterprises, we've evolved to a product-led, platform-driven organization serving global enterprises across Financial Services, Insurance, Healthcare, Hi-Tech, Manufacturing, and other industries.
With global presence across 4 continents, our platform portfolio under the unified Concierto brand delivers end-to-end transformations including solutions for Migrate, Manage, Maximize, Modernize, Insights & Agentic AI, and SecOps - delivered through strategic partnerships with leading hyperscalers.
We're building the premier innovation-led organization in the digital transformation space through AI-first methodologies and data-driven excellence - RevolutionAIzing Transformations.

Role Overview

Every AI architectural decision at Trianz - which model to deploy, which hardware to run it on,



whether a smaller fine-tuned model outperforms a larger API-consumed model on a specific enterprise task — rests on evidence. You produce that evidence.
As Senior AI Research Engineer, your work is not theoretical. It is the empirical foundation that justifies architectural bets with real infrastructure cost, customer-facing latency, and enterprise compliance consequences. When the team decides to deploy a 7B model on CPU rather than calling a 70B model via API, that decision rests on your benchmark data — your evaluation harness, your reproducibility standards, your domain-specific task results, and your recommendation.
This is not a role for someone who runs general benchmarks from leaderboards and presents the numbers. General benchmarks tell you how a model performs on academic tasks. Enterprise AI decisions require evaluation on the specific task types — document extraction, policy reasoning, structured output generation, multi-step planning — that actually run in production. Yo

📌 Senior Ai Research Engineer Bengaluru
🏢 Trianz
📍 Bengaluru