Generative AI Engineer: Build & Productionize LLMs

Agentic Global Talent; Lahore; On-site; PKR 1,800,000 - 3,200,000; Full time

Job summary

Agentic Global Talent is seeking a hands-on AI Engineer with 3-4 years of experience to join our growing AI team. This role focuses on building and productionizing Generative AI, LLM, and agentic AI applications, with emphasis on turning experiments into deployable systems.

You will work on RAG systems, AI agents, tool calling, memory, and multi-step reasoning, integrating foundation models via Bedrock or Azure OpenAI, and applying best practices for evaluation, safety, and scalable inference.

Qualifications

• Hands-on experience taking AI solutions from experimentation to production.
• Strong Python skills and practical AI deployment experience.
• Familiarity with RAG, embeddings, vector search, and semantic retrieval.

Responsibilities

• Design and develop production-grade Generative AI and LLM applications.
• Build RAG systems, AI agents, copilots, and automation workflows.
• Develop agentic systems with tool calling, planning, memory, and multi-step reasoning.
• Integrate foundation models via Bedrock and/or Azure OpenAI.
• Evaluate models for accuracy, latency, and cost.
• Implement prompt engineering and context management strategies.
• Implement embeddings, semantic retrieval, and vector search for RAG apps.
• Design AI evaluation frameworks covering quality, safety, latency, and cost.
• Implement guardrails and human-in-the-loop mechanisms.
• Fine-tune/adapt models with LoRA/PEFT.
• Build scalable inference services and production APIs.
• Monitor and continuously improve prompts and AI behavior.
• Collaborate with Product and Software teams to translate requirements into AI features.

Skills

Python

LLMs

Generative AI

RAG

Prompt engineering

AI testing

Tool-calling

Education

Bachelor’s degree in CS/AI/ML/Engineering

Tools

LangChain

LangGraph

LlamaIndex

Bedrock

Azure OpenAI

OpenAI API

PyTorch

Transformers

Job description

Agentic Global Talent is seeking a hands-on AI Engineer with 3-4 years of experience to join our growing AI team. This role focuses on building and productionizing Generative AI, LLM, and agentic AI applications, with emphasis on turning experiments into deployable systems.

You will work on RAG systems, AI agents, tool calling, memory, and multi-step reasoning, integrating foundation models via Bedrock or Azure OpenAI, and applying best practices for evaluation, safety, and scalable inference.