Machine Learning Engineer

5 dni temu


Warszawa, Mazovia, Polska Square One Pełny etat
Job Overview

Square One is seeking a highly skilled Deep Learning Engineer to join our team and work on exciting AI application development projects. As a Deep Learning Engineer, you will be responsible for developing and deploying AI-powered applications from start to finish, utilizing your expertise in integrating Large Language Models (LLMs) and classical AI techniques.

About the Project

We are working with a client from the pharmacy sector who requires a Deep Learning Engineer to develop AI-powered applications that can be used by their customers. The goal is to create user-friendly applications that can handle various tasks such as text generation, summarization, and information extraction. The ideal candidate should have experience with LLMs, classical AI techniques, and deep learning frameworks like PyTorch or TensorFlow.

Your Responsibilities
  • Develop and deploy AI-powered applications using LLMs and classical AI techniques.
  • Work with developers and stakeholders in Agile teams to ensure seamless integration of LLMs and classical AI techniques.
  • Design and develop end-to-end RAG systems using state-of-the-art orchestration frameworks.
  • Optimize and fine-tune LLM-based and other AI algorithms for improved performance.
  • Monitor and refine deployed models to ensure accuracy and reliability.

Requirements

To be successful in this role, you should have 3+ years of experience in AI/ML engineering with exposure to both classical machine learning methods and language model-based applications. You should also have advanced proficiency in Python and experience with deep learning frameworks like PyTorch or TensorFlow. Additionally, you should have expertise with Transformer architectures, hands-on experience with LangChain or similar LLM frameworks, and experience designing end-to-end RAG systems using state-of-the-art orchestration frameworks.

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