
Posted a day ago
Senior Data Scientist
ElsevierSenior Data Scientist
Requirements
Significant experience in Data Science or Machine Learning, Expertise in NLP and Generative AI, Advanced Python programming skills, Experience with RAG systems and semantic search, Proficiency with PyTorch, TensorFlow, or Hugging Face, Experience with large-scale unstructured datasets
Skills
PythonMachine LearningNLPLLMPyTorchTensorFlowLangChain
About the role
Responsibilities
- Design, develop, and deploy advanced machine learning, NLP, and generative AI solutions to support scientific discovery.
- Build and optimize LLM-powered applications, including question answering, literature summarization, and semantic search.
- Develop retrieval-augmented generation (RAG) systems that connect AI models with trusted scientific and scholarly content.
- Create intelligent capabilities for search, ranking, recommendation, entity extraction, and classification.
- Design evaluation frameworks to measure the quality, reliability, and trustworthiness of AI models.
- Integrate knowledge graphs, ontologies, and taxonomies into AI workflows.
- Partner with engineering teams to produce, monitor, and optimize AI systems at scale.
- Mentor fellow data scientists and contribute to a culture of technical excellence and responsible AI.
Requirements
- Significant hands-on experience in Data Science, Machine Learning, or NLP.
- Advanced expertise in developing and deploying generative AI solutions in production environments.
- Extensive Python programming skills with a track record of building production-quality software.
- Experience designing and implementing RAG systems, semantic search, and vector retrieval.
- Proficiency with modern AI/ML frameworks such as PyTorch, TensorFlow, or Hugging Face.
- Experience working with large-scale unstructured and text-rich datasets.
- Deep understanding of machine learning fundamentals, including experimentation and statistical analysis.
About the Company
Elsevier is a global leader in advanced information and decision support for science and healthcare. We combine high-quality content with powerful analytics to transform complexity into clarity, delivering mission-critical insights that help researchers, clinicians, and innovators make better decisions.
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Elsevier · Philadelphia
