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ML/AI Engineer 🧠

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Middle
Full-time

We are looking for a Machine Learning Engineer to help us deploy, configure, and optimize Mistral 7B, integrate it into our services, and implement Retrieval-Augmented Generation (RAG) for database interactions.
Key Responsibilities:

  • Configure and optimize Mistral 7B for business tasks (fine-tuning, quantization, performance optimization).
  • Assess required computational resources, select the optimal infrastructure for model deployment (on-premise or cloud), and analyze cost efficiency.
  • Implement RAG to integrate models with vector databases.
  • Orchestrate interactions between multiple ML services (e.g., one model generates tags, and another validates task descriptions).
  • Develop a service for interacting with the model (API for predictions, model management, integration with our application).
  • Optimize model performance for real-world usage.

Requirements:

  • Experience with LLM models (Mistral 7BGPT-3/4LLaMAClaudeFalconBloom, etc.).
  • Understanding of Retrieval-Augmented Generation (RAG) and model integration with databases.
  • Hands-on experience with fine-tuning and dataset preparation/annotation.
  • Experience with vector databases (Pinecone, Weaviate, FAISS).
  • Strong proficiency in Python and libraries like PyTorch, TensorFlow, Hugging Face, and LangChain.
  • Experience in evaluating and optimizing infrastructure for AI deployments.
  • Experience in developing APIs for integrating AI models into business processes.

We offer:

  • Comfortable working hours (10-19 Kyiv time zone);
  • Regular result-based salary reviews;
  • Bonus system tied to the product’s success;
  • Established product-focused environment;
  • Range of tasks, from quick and simple to challenging investigation to run;
  • Cheerful & dynamic environment;
  • Friendly and open-minded team;
  • Virtual workspace with perspective to move into one of the offices;
  • Mentorship;
  • Gym and English classes discounts.

Hiring steps:

  • 1st interview with the Recruiter;
  • Technical interview with the Squad Lead;
  • Job offer.
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English: B1

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Experience: 1 year

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Work location: Remote

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Office: Prague, CZ

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Work type: Full-time

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