Senior Data Scientist Leader
1 week ago
At Avenga, we're pushing the boundaries of innovation in AI and NLP.
The RoleWe'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.
- 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.
- Sport subscription
- Training budget
- Private healthcare
- 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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