Postdoctoral Researcher Position in Omics Data Science
il y a 7 jours
We are seeking a highly motivated Postdoctoral Researcher to join our team at INRIA, focusing on developing a proof-of-concept for accessing metabolomics knowledge graphs using large language models.
About the ProjectThe selected candidate will contribute to the development of a conversational agent that represents experimental information from mass spectrometry data using RDF and enables advanced data mining queries with SPARQL. The goal is to provide a natural language-based interface for users to interact with the knowledge graph.
Main Activities- Generalize and abstract the bot from specific large language models and knowledge graphs, studying the impact of different models on results quality and cost-benefit trade-offs.
- Design a generic and declarative method for tool integration, selection, and automated use by the bot, including tasks like name-entity recognition, knowledge extraction, and query solving.
- Investigate the realization of more complex tasks than textual answers generation, such as graphical widgets and data visualization means when appropriate.
- Support longer dialogical interactions by encoding user context, background knowledge, and previous interactions.
- Contribute to the development of the proof-of-concept.
- Collaborate with PhD students and research engineers in an interdisciplinary and international network.
- Work on generalizing and abstracting the bot.
- Design a method for tool integration and selection.
- Investigate complex tasks and support longer dialogical interactions.
- Technical skills: knowledge graphs, semantics web, Linked Data, LLMs, ChatBot.
- Programming: Python, RDF, SPARQL.
- Relational skills: Ability to work in an interdisciplinary and international network of collaborators.
- Languages: English.
- Subsidized meals.
- Partial reimbursement of public transport costs.
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT + possibility of exceptional leave.
- Possibility of teleworking and flexible organization of working hours.
- Professional equipment available (videoconferencing, loan of computer equipment, etc.).
- Social, cultural, and sports events and activities.
- Access to vocational training.
- Contribution to mutual insurance (subject to conditions).
Gross Salary: €2788 per month.
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Nice, Provence-Alpes-Côte d'Azur, France INRIA Temps pleinJob Opportunity at INRIAWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA, working on the development of a proof of concept for accessing the content of a metabolomics knowledge graph using a large language model. The selected candidate will contribute to the creation of a Python prototype of a metabolomics assistant available...
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Nice, Provence-Alpes-Côte d'Azur, France INRIA Temps pleinJob OpportunityWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA. The selected candidate will contribute to the development of a proof of concept for accessing the content of a metabolomics knowledge graph with a large language model.Key ResponsibilitiesGeneralize and abstract the bot from specific large language models and...
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