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Gen AI Engineer

Proplens AIKuah, Kedah, Malaysia

7 jam yang lalu

Penerangan pekerjaan

Overview

Join to apply for the Gen AI Engineer role at Proplens AI

Drive the design, build, deployment, and continuous improvement of agentic AI applications for the real estate and construction industry. You’ll own end-to-end agent frameworks, architecting tool chains, crafting prompts, integrating data, and running observability and feedback loops to deliver production-grade AI agents.

Responsibilities

Design and implement agent pipelines using frameworks like LangGraph, Google ADK, CrewAI, etc.
Wire up external APIs, custom tool calls and endpoint integrations
Prompt Engineering & Feedback loops
Develop, iterate, and optimize domain-specific prompt templates at speed
Embed complex business logic into multi-step prompt workflows
Build user-feedback pipelines to retrain, fine-tune, and adjust agent behavior
Secure Deployments
Containerize and deploy LLMs securely on Azure Cloud (AKS / Azure ML). Familiarity with secure LLM application deployments in Kubernetes clusters.
Manage CI / CD for model updates and environment provisioning (Terraform)
Observability & Evals
Build monitoring and logging for agent performance, latency, failures and error handling.
Implement agent eval frameworks and track metrics over time (RAGAS, DeepEval / Langfuse, etc.)
Partner with backend & data engineers to deliver end-to-end product
Document architectures, runbooks and learnings from iterations

Required skills and experience

4–7 years in data science (ML engineering / computer vision), with over 12 months of LLM production experience

Hands-on with agentic AI frameworks; strong preference for LangGraph

Expert prompt and context engineering skills in complex, domain-specific contexts

Proven track record deploying models in secure cloud environments. Working experience in the Azure ecosystem is essential.

Experience with containerization (Docker, Kubernetes) and serverless compute

Familiarity with observability & eval platforms (Langfuse / LangSmith)

Ability to translate nuanced business logic into detailed agent workflows and prompts.

Strong coding skills in Python, plus experience with REST / gRPC API integrations

Nice to have skillsets

Fine-tuning open source models (DeepSeek / Llama / Mistral) for narrow domain based tasks, ensuring higher overall accuracy & consistency

Prototyping RL-based improvements or RL-as-a-Service experiments

Prior production exposure to real estate, construction or manufacturing domains in building and deploying any data science application (not necessarily LLM based)

Why us?

We are an early-stage startup, so you are expected to wear many hats, working with things out of your comfort zone, but with real and direct impact in production. If you think you are a good fit for this fast-paced environment, please apply on the form. No direct messages, e-mails will be considered please.

Benefits

Remote work with quarterly meet-ups

Seniority level

Mid-Senior level

Employment type

Contract

Job function

Engineering and Information Technology

Industries

Technology, Information and Internet

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Ai Engineer • Kuah, Kedah, Malaysia