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Job Description

Description:

  • Research, fine-tune, evaluate, and optimize AI/ML models for agentic automation and IDP products.
  • Develop OCR/LLM-based solutions for document classification, extraction & validation.
  • Optimize LLM applications for cost, latency, accuracy, and scalability.
  • Conduct experiments, benchmark models, analyze results, and continuously improve AI model quality and performance.
  • Troubleshoot AI model, inference, deployment, and production issues.
  • Create technical documentation covering AI models, training processes, prompts, APIs, deployment and operational procedures.
  • Support delivery teams and customers in resolving technical issues related to AI products

Requirements

Must have:

  • At least 3 years of hands-on experience in OCR/LLM/ML engineering, with strong practical experience delivering AI solutions to production
  • Strong practical experience with OCR model training, document understanding, key-value extraction, table extraction.
  • Strong experience with LLM system prompts and Prompt Engineering, including structured output, prompt optimization, and reliability improvement.
  • Strong experience with Python, PyTorch and HuggingFace.
  • Hands-on experience with LLM/VLM fine-tuning, including LoRA, QLoRA, SFT, and multi-GPU training.
  • Strong understanding of model evaluation, dataset preparation, training pipelines, and model performance optimization.
  • Experience with AI model serving and inference optimization using technologies such as Ollama, vLLM, TensorRT, Triton Inference Server, or ONNX.
  • Experience integrating LLM providers such as Google Gemini, OpenAI, Anthropic Claude, and/or self-hosted LLM models.
  • Strong understanding of LLM application architecture, including structured output, function/tool calling, context management, token usage, cost optimization, and latency optimization.
  • Strong troubleshooting, analytical, and problem-solving skills.
  • Good communication skills and ability to explain complex concepts to software engineers, product managers, and other stakeholders.

Nice to have:

  • Experience deploying AI services on AWS or Microsoft Azure.
  • Experience developing and consuming RESTful APIs and building AI-powered web services.
  • Experience with Docker, Kubernetes for deploy production AI workloads.
  • Experience with AWS services such as S3, SQS, EC2, ECS/EKS, or GPU computing services.
  • Experience with MLOps and CI/CD for AI applications.
  • Experience optimizing AI workloads for GPU inference and production-scale deployment.
  • Experience with enterprise RPA, IDP or document automation solutions.

Benefits:

  • Monthly salary up to $2,500 USD.
  • FPT care health insurance provided by PJICO and is exclusive for FPT employees
  • Have a chance to go Onsite short-term or long-term
  • Young and dynamic working environment
  • Continuous development of hard and soft skills through work and professional training
  • Opportunity to approach newest technology trends
  • Exciting leisure: sport and art events (football club, family day...)
  • Company's labor policy completely pursuant to Vietnamese labor legislation plus other benefits offered by. the company (Company trip, Holiday, etc.).

More Info

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About Company

Job ID: 153881001

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