Artificial Intelligence Specialist

4 dni temu

Warszawa, Mazovia, Polska Square One Resources Sp. z o.o. Pełny etat

At Square One Resources Sp. z o.o., we are seeking a highly skilled Artificial Intelligence (AI) Systems Engineer to join our team.

We will be building AI and Generative AI solutions end-to-end, from concept to production, leveraging classical AI techniques and language models.

  • Key Responsibilities:
  • Collaborate with developers and stakeholders in Agile teams to integrate language models and classical AI techniques into user applications.
  • Design, develop, customize, optimize, and fine-tune algorithms tailored to specific use cases, such as text generation, summarization, information extraction, chatbots, and sentiment analysis.
  • Fine-tune pre-trained language models to meet business needs using prompt engineering, transfer learning, and few-shot techniques.
  • Buil...
  • Required Skills and Qualifications:
  • 3+ years of experience in AI/ML engineering, with exposure to classical machine learning methods and language model-based applications.
  • Advanced proficiency in Python, deep learning frameworks like PyTorch or TensorFlow, and Transformer architectures.
  • Expertise in designing end-to-end RAG systems using state-of-the-art orchestration frameworks and fine-tuning language models for specific tasks.
  • Strong understanding of MLOps tools and practices, including version control, CI/CD pipelines, containerization, orchestration, Infrastructure as Code, and automated deployment.
  • Experience in deploying language models with cloud platforms (AWS, Azure) and machine learning workbenches for robust and scalable productization.
  • Practical overview and experience with AWS services to design cloud solutions, familiarity with Azure is a plus.
  • Data Engineering: Expertise in working with structured and unstructured data, including data cleaning, feature engineering, and data lakes through APIs.
  • Model Evaluation and Metrics: Proficiency in evaluating both classical ML models and language models using relevant metrics.
  • Optimization Techniques: Experience with optimizing models for performance.
  • Problem-Solving Skills: Strong analytical skills with the ability to tackle complex engineering challenges, integrate new technologies, and improve existing processes.

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