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Winmore

Sr. Data Scientist

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Description

We're hiring a Senior AI Engineer who lives and breathes LLMs, deep learning frameworks, and end-to-end AI pipeline design. This role is for someone who can confidently move beyond fine-tuning chatbots and work with real-world GenAI challenges, from embedding strategies to scalable deployments in production.


Responsibilities:

  • Design, build, and deploy LLM-based applications (e. g., summarisation, document parsing, chat assistants).
  • Develop scalable, repeatable AI pipelines for training, evaluation, and deployment.
  • Fine-tune transformer models using PyTorch, TensorFlow, and Hugging Face Transformers.
  • Implement retrieval-augmented generation (RAG) pipelines using FAISS or Weaviate.
  • Deploy using FastAPI, Docker, Kubernetes, and GPU cloud infrastructure.
  • Integrate prompt engineering and embeddings using LangChain or open-source LLMs.
  • Support classic ML models (Scikit-learn, XGBoost) where needed.


Requirements:

  • 5+ years of experience in AI/ML with strong LLM/GenAI expertise.
  • Strong Python skills and deep knowledge of TensorFlow, PyTorch, and Hugging Face.
  • Experience in training and deploying transformer models.
  • Familiarity with LLMOps, vector DBs, and cloud deployments.
  • Working knowledge of classical ML techniques.
  • LoRA/PEFT experience, agent frameworks like CrewAI or LangGraph.
  • GitHub or publication record, experience with vision-language models.
  • Experience with multi-modal models, NLP/NLU, or vision-language models (e. g., CLIP, Flamingo).

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