Role:Job Description :
Pan India
4-6 years
AI/ML - Key Responsibilities

Design AI solution architectures aligned with business objectives, risk tolerance, and governance requirements.
Build and deploy LLM workflows, prompt orchestration chains, agent-based solutions, RAG applications, model integrations, classification models, and decision-support capabilities.
Develop prompt strategies, grounding approaches, tool-calling patterns, guardrails, and fallback mechanisms to improve solution quality and reliability.
Partner with Data Engineering teams to ensure access to trusted, governed, and high-quality data sources.
Establish evaluation frameworks, test datasets, scoring rubrics, and model-performance benchmarks.
Monitor and optimize output quality, relevance, accuracy, consistency, latency, cost efficiency, and hallucination risk.
Conduct failure-mode analysis and implement continuous improvements to AI systems.
Collaborate with Quality Engineering, Responsible AI, Security, Privacy, Compliance, and Enterprise Architecture teams.
Document AI solution behavior, limitations,



controls, and operational monitoring requirements.
Support production readiness through observability, monitoring, model evaluation, and drift detection practices.
Required Qualifications

Bachelor's degree in Computer Science, Engineering, Data Science, or a related technical field; equivalent experience considered.
Significant experience in software engineering, machine learning, or AI engineering.
Hands-on experience building and deploying generative AI and LLM-based applications in production environments.
Experience with prompt engineering, RAG architectures, AI agents, model evaluation, and operational AI governance.
Robust understanding of cloud-native architectures, APIs, data platforms, and scalable software systems.
Knowledge of Responsible AI, security, privacy, and compliance practices.
Proven ability to work effectively with technical and business stakeholders.
Preferred Qualificatio

📌 Agentic AIML (Bengaluru)
🏢 Innova ESI
📍 Bengaluru