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AI Engineer

Taraki

Lahore, Punjab, PakistanOn Site

Original Job Summary

About AI Engineer

This opportunity is with Taraki, a part of Big Entities, a leading software development and IT services company dedicated to delivering innovative software solutions that empower businesses to achieve exponential growth.

Job Overview

The AI Engineer role is based Onsite in Lahore. The position requires a minimum of 2 years of hands-on experience in Natural Language Processing (NLP) and Large Language Model (LLM)-based solutions with a strong background in Retrieval-Augmented Generation (RAG) frameworks, vector database design, chunking strategies, and chatbot development.

Key Responsibilities

  • Design and develop NLP pipelines for unstructured data.
  • Build and optimize RAG workflows for LLM-based systems.
  • Implement chunking strategies for improved retrieval accuracy.
  • Work with vector databases (Pinecone, Weaviate, FAISS, etc.).
  • Develop conversational AI/chatbot solutions using modern frameworks and APIs.
  • Fine-tune, integrate, and deploy LLMs based on application needs.
  • Collaborate with product and engineering teams to translate business requirements.
  • Conduct experiments, evaluate model performance, and optimize pipelines.

Required Skills & Qualifications

  • 2+ years of AI/ML engineering experience with a focus on NLP.
  • Experience with RAG frameworks, LLM fine-tuning, and prompt engineering.
  • Hands-on expertise with vector databases such as FAISS, Pinecone, Chroma, Weaviate.
  • Strong understanding of embedding models, tokenization, and text chunking.
  • Experience in chatbot development and integration with LLMs.
  • Proficiency in Python and libraries like LangChain, Transformers, PyTorch, TensorFlow.
  • Experience deploying models via APIs, microservices, or containerized solutions.
  • Familiarity with MCP, tool calling, and autonomous agent-based frameworks.

Key skills/competency

  • AI
  • ML
  • NLP
  • LLM
  • RAG
  • Chatbot
  • Vector Databases
  • Python
  • API
  • Deployment

How to Get Hired at Taraki

🎯 Tips for Getting Hired

  • Research Taraki's culture: Study their mission, values, and projects.
  • Customize your resume: Highlight AI and NLP expertise.
  • Prepare technical demos: Showcase your chatbot and LLM projects.
  • Practice interviews: Focus on problem-solving and system design.

📝 Interview Preparation Advice

Technical Preparation

Review NLP algorithms and LLM tuning techniques.
Practice coding challenges in Python and ML libraries.
Study vector databases and embedding methods.
Work on a small chatbot project for demo.

Behavioral Questions

Describe a challenging AI project experience.
Explain teamwork in multidisciplinary settings.
Discuss conflict resolution in tech projects.
Share experiences of handling tight deadlines.