Senior Data Scientist Leader

1 week ago


Remote, Czech Republic AVENGA Full time
About Us

At Avenga, we're pushing the boundaries of innovation in AI and NLP.

The Role

We're seeking a seasoned Senior Data Scientist to join our team. As a key member of our AI department, you'll be responsible for designing, developing, and deploying cutting-edge LLM-based solutions.

Key Responsibilities
  • Collaborate with cross-functional teams to integrate LLMs into scalable applications, ensuring user-centric design and robust performance.
  • Design and optimize LLM-based algorithms for specific use cases, such as text generation, summarization, and sentiment analysis.
  • Develop data pipelines to preprocess and structure datasets, improving algorithm performance and reducing biases.
  • Conduct thorough experimentation, including A/B testing, to evaluate algorithm performance against benchmarks.
  • Apply software development best practices, contributing to CI/CD pipelines and ensuring model monitoring.
Requirements
  • Advanced proficiency in Python, PyTorch/TensorFlow, Transformer architectures, and LangChain or similar frameworks.
  • Experience in designing RAG systems, orchestration, and fine-tuning LLMs.
  • Hands-on experience with AWS services (e.g., Bedrock, SageMaker) and Azure.
  • Strong skills in data manipulation, vector databases, and NLP processing.
Benefits
  • Sport subscription
  • Training budget
  • Private healthcare
Additional Requirements
  • International projects
  • Expertise in zero-shot, few-shot learning, and prompt optimization.
  • Deep understanding of evaluation metrics for generative and traditional ML models.


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