AI engineer (remote)
ADV TECHMINDS · Bangalore, Karnataka, India ·
- Work mode
- Remote
- Category
- AI engineering
ADV TECHMINDS · Bangalore, Karnataka, India ·
dbs · Guangzhou (DTC)
Newbridge · Singapore
WE-PLUS PTE. LTD. · Singapore
9fin · London
Job Title: AI Engineer
Role Overview
We are seeking an AI Engineer to design and deploy agentic AI systems powered by LLMs, with a strong focus on multi-agent orchestration, reasoning workflows, and production-grade AI platforms. This role emphasizes building autonomous, tool-using AI systems rather than traditional model development.
Key Responsibilities:
· Agentic AI & Multi-Agent Systems
o Design and implement multi-agent architectures using LangGraph
o Build stateful, tool-augmented agents capable of reasoning, planning, and execution
o Develop agent orchestration patterns (planner-executor, supervisor, hierarchical agents)
o Implement memory systems (short-term, long-term, contextual memory)
o Enable cross-agent communication and coordination
· LLM Applications & Orchestration
o Build production-grade LLM applications (RAG, agents, copilots)
o Integrate tools, APIs, and enterprise systems into agent workflows
o Design robust prompting, routing, and guardrails
o Optimize workflows for latency, cost, and quality
· Platform & API Development
o Develop reusable AI services, agent frameworks, and APIs
o Contribute to AI platform capabilities (model routing, observability, guardrails)
· Cloud Deployment & Production Systems
o Deploy agent-based systems on AWS
o Use Docker and Kubernetes for scalable deployments
o Implement monitoring and observability (LangSmith)
o Ensure systems are resilient and production-ready
· Performance Optimization & Evaluation
o Evaluate agent performance across reasoning quality and task completion
o Improve workflows using feedback loops and tracing
o Diagnose and fix failure modes in multi-step pipelines
· Collaboration & Enablement
o Work with product and engineering teams to build agentic workflows
o Guide teams on best practices for agent design
o Contribute to reusable patterns and frameworks
Qualifications & Skills
· Core Expertise
o Experience building LLM-based systems (RAG, agents, copilots)
o Hands-on with LangGraph / LangChain
o Experience with multi-agent systems
o Strong Python and backend development skills
· Agentic & Systems Thinking
o Understanding of agent design patterns, planning, memory, and tool use
o Experience integrating APIs and enterprise systems
o Ability to debug multi-step reasoning pipelines
· Cloud & Production Engineering
o Experience with AWS, Azure, or GCP
o Familiarity with Docker and Kubernetes
o Understanding of observability and performance optimization
· Nice to Have
o Experience with AI gateways and model routing
o Exposure to cost optimization and guardrails
o Familiarity with real-time or event-driven systems
What We're Looking For
o Engineers focused on systems and workflows, not just models
o Strong bias toward production-ready AI applications
o Passion for agentic AI and next-gen architectures