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AI EngineerJade Global Software Pvt · San Jose

AI Engineer

San JoseOn-siteFull-time

AI Summary

Builds and improves LoRA and full fine-tuning workflows for LLMs on GPU infrastructure and owns the dataset ingestion and validation pipeline feeding training jobs.

About this role

AI Engineer1

We're building a self-service LoRA / full fine-tuning platform for LLMs, deployed on AKS. This role owns the training pipeline and data pipeline — turning raw datasets into validated training inputs and running LoRA/full fine-tuning jobs on GPU infrastructure.

What you'll do

  • Build and improve LoRA and full fine-tuning workflows (PyTorch + PEFT + CUDA)
  • Own dataset ingestion, transformation, and validation
  • Work within existing config and logging contracts shared with other platform teams

What you need

  • Strong Python and hands-on PyTorch experience
  • Experience with LoRA or full fine-tuning of LLMs
  • Comfort debugging CUDA/GPU training workloads
  • Experience building data ingestion/validation pipelines

Nice to have

  • vLLM or LLM inference-serving experience
  • Azure (Blob Storage, Snowflake) experience
  • Basic Kubernetes familiarity

Skills

AKSAzureAzure Blob StorageCUDAData IngestionData ValidationFull Fine-tuningKubernetesLLMLoRAPEFTPythonPyTorchSnowflakeVLLM

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