AI Developer
S
Salvo SoftwareSoftware Development
Workable locations: MexicoFull-Time
Salary not disclosed
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Job Details
- Required Skills
- DockerPythonGitMySQLPyTorchPostgresPandasTensorflowCI/CDDevOpsAzure DevOpsscikit-learn
Requirements
- Strong experience in Python for backend and ML development.
- Expertise with ML frameworks such as PyTorch or TensorFlow, scikit-learn, and pandas.
- Solid knowledge of Postgres or MySQL for data storage.
- Experience with Docker, Git, and DevOps best practices.
- Hands-on expertise with LLM training, fine-tuning, and optimization.
- Experience with Hugging Face Transformers & Datasets.
- Familiarity with XML/XSD and Office document parsing tools.
- Experience deploying models with vLLM, TGI, or Ollama.
- Understanding of quantization techniques (GGUF/GPTQ/AWQ).
- Experience working with GPU optimization and CUDA stack.
- Ability to build solutions for offline, on-prem, and air-gapped environments.
Responsibilities
- Train and fine-tune LLMs using supervised fine-tuning (SFT).
- Work with open-source models such as LLaMA, Mistral, Qwen, and similar architectures.
- Build LoRA / Q-LoRA pipelines for efficient fine-tuning.
- Implement and optimize data preprocessing workflows, including tokenization and long-context handling.
- Use and extend Hugging Face Transformers & Datasets for training and inference.
- Parse and process structured and semi-structured data, including XML/XSD files.
- Implement document parsing solutions for Office formats (python-docx, OpenXML).
- Deploy, run, and maintain models fully offline and in air-gapped environments.
- Perform model optimization and quantization (GGUF, GPTQ, AWQ, bitsandbytes).
- Build and maintain inference systems using frameworks like vLLM, TGI, and Ollama.
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