Applied AI Engineer – Generative and Agentic AI

Work Location- Bangalore (Hybrid)
Experience- 3-5 Yrs
Primary Practice- Generative and Agentic AI Engineering
Work Areas- Product & Platform Development | Data & AI Consulting | Technology Services

Role Summary
Design, build, and productionize secure, governed enterprise Generative and Agentic AI solutions for Aptus products and customer engagements. The role spans use-case discovery, data preparation, RAG, agent orchestration, evaluation, integration, and secure cloud deployment, working across product development, consulting, and technology-services teams to deliver measurable business outcomes. This lateral role requires independent ownership of production deliverables and collaboration with enterprise stakeholders.

Key Responsibilities
• Work with customers, domain specialists, consultants, and product teams to translate business workflows, data constraints, risks, and success measures into practical AI solution designs.
• Build LLM-powered applications using Python, APIs, prompt and context engineering, embeddings,



vector search, RAG, and structured and unstructured enterprise data.
• Develop tool-using and multi-agent workflows with function calling, MCP connectors, memory, human approvals, and AI gateway, model gateway, and agentic gateway controls for secure orchestration and enterprise integration.
• Create evaluation pipelines for relevance, groundedness, task completion, safety, latency, and cost; use automated tests and regression datasets to improve solution quality.
• Apply AI governance, AI security, AI ethics, and compliance controls across the solution lifecycle, including RBAC, PII and DLP protection, guardrails, audit trails, explainability, human oversight, and risk documentation.
• Prototype, containerize, deploy, monitor, troubleshoot, and document AI solutions on AWS or GCP; support demonstrations, user testing, production handover, and reusable Aptus accelerators.
• Deliver production RAG and

📌 Applied AI Engineers (Bengaluru)
🏢 Aptus Data LAbs
📍 Bengaluru