AI Engineer (AI Agents & Automation)
Job Description
AI Engineer (AI Agents & Automation)
Role Level: Mid–Senior Level
Domain: Generative AI, Autonomous Agents & Enterprise Automation
Role Overview
We are seeking a proactive AI Engineer to create, implement, and manage enterprise-level Generative AI applications, autonomous AI agents, and smart workflow automations.
In this position, you will integrate agentic frameworks with low-code orchestration utilizing n8n, develop high-performance Retrieval-Augmented Generation (RAG) systems, and take advantage of contemporary developer tools like Claude Code to expedite AI deployment throughout our enterprise environment.
Key Responsibilities
- AI Agent & RAG Engineering: Design and implement intelligent AI agents that incorporate multi-step reasoning, tool utilization, memory systems, and comprehensive RAG pipelines supported by vector databases.
- Workflow Automation & Orchestration: Develop, maintain, and enhance multi-step AI workflows within n8n (self-hosted), including the creation of custom nodes and sophisticated error management.
- Enterprise API Integration: Create reusable AI services and connect LLM solutions with enterprise systems using REST APIs, OAuth, and tailored middleware.
- Model Inference & Optimization: Collaborate with Hugging Face models, focusing on fine-tuning, embeddings, and tokenization to enhance model performance and contextual effectiveness.
- Architecture & Deployment: Partner with infrastructure and engineering teams to prototype, deploy, and scale enterprise-level AI solutions in Linux CLI environments.
Required Skills & Experience
Must-Have AI & Automation Skills
- AI Tooling & Coding: Practical experience with Claude Code, Hugging Face models, and Jupyter Notebooks.
- Workflow Orchestration: Extensive experience with n8n (self-hosted)—complex workflows, custom node creation, and error handling.
- AI Agents & RAG: Hands-on experience in developing autonomous agents (tools + memory + reasoning) and RAG frameworks utilizing vector databases (Qdrant, Weaviate, Chroma, or similar).
- Programming Languages: Proficiency in Python and/or JavaScript / TypeScript.
Foundational & Technical Requirements
- AI/ML Fundamentals: Strong understanding of model inference, embeddings, tokenization, and fine-tuning principles.
- APIs & Security: In-depth knowledge of REST APIs, JSON data structures, OAuth, and API key authentication.
- Environment: Experienced in working within Linux environments and CLI-driven development processes.
- Soft Skills: Outstanding analytical skills, debugging abilities, and a problem-solving approach.
Important Note:
Please submit your resume in Word format to [HIDDEN TEXT]
If this opportunity does not align with your skills, we encourage you to refer your friends.
Interested candidates are welcome to contact me for a confidential conversation at +65 68177759.
Best Regards,
Arti C
Sr. Talent Acquisition
Helius Technologies Pte Ltd
36 Robinson Road, #13-05, City House, Singapore 068877
- Mobile / WhatsApp: +65 68177759
- DID: +65 6429-9407
- Email: [HIDDEN TEXT]
