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frontier force technology pte ltd

Junior Chatbot Software Engineer

1-4 Years
SGD 3,500 - 5,000 per month
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Job Description

  • Take full-stack ownership from hardware to user facing application
  • Provision, configure and maintain GPU servers and related hardware resources
  • Select, install and optimize ML framework and model weights for on-prem inference/training
  • Build and deploy model-serving infrastructure (APIs, scaling, batching, monitoring)
  • Implement secure data pipelines, preprocessing, and storage for training
  • Integrate chatbot models with internal applications, authentication, and messaging platform

Requirements

  • Experience with open-source LLMs such as GPT_OSS, LLaMA, Mistral, Falcon, Phi, Gemma, etc.
  • Proficiency with LLM inference frameworks: Ollama, XInference, vLLM, llama.cpp, HuggingFace Transformers, etc.
  • Knowledge of Retrieval-Augmented Generation (RAG) pipelines
  • Familiar with fine-tuning techniques and prompt engineering
  • Experience with vector databases: PGVector, Elastic Search & Kibana, Chroma, Weaviate, Qdrant, Milvus, FAISS, Mongo, etc.
  • Strong proficiency in Python (primary language for AI/ML development)
  • Experience with FastAPI, Flask, or Django for API development
  • Familiar with C#, Node.js or Java/Go is a plus
  • RESTful and WebSocket API design and implementation
  • Integration with chat interfaces: Teams, Slack, web widgets, or custom portals
  • Evaluation and testing of LLM output quality

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Job ID: 146964945

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