Ingénieur vision artificielle et analyse de documents pour les SHS; H​/F

Job Title

Ingenieur en ingenierie logicielle (H/F)

Develop and maintain a range of artificial vision tools (datasets, model training) and software platforms intended for document analysis in the humanities and social sciences. Participate in the implementation of the Ingénieur IA-SHS business network, particularly by contributing to the implementation of the multi-year training plan in AI engineering for the humanities and social sciences.

Participate in the management of the multi-year training plan in AI engineering for the humanities and social sciences: definition of activities, follow-up of implementation, evaluation. Participate in the implementation of the Ingénieur IA-SHS business network. Participate in the implementation of annotated datasets for the visual analysis of documents in the humanities and social sciences. Deploy and train models on these datasets.

Ensure the availability of these models and datasets for research communities through dedicated software platforms.

Knowledge:
Application development and web development (Python, Java script) Database management (SQL no-SQL) and establishment of conceptual models Mastery of artificial vision libraries (PyTorch) Communication protocols (REST API) Frameworks (Django, Flask, Symfony, Svelte…) Production of applications, maintenance, continuous integration (Docker, VM) Mastery of repositories, ontologies and standards of digital heritage and humanities (IIF, CIDOC-CRM) Training and provision of artificial intelligence models for the analysis of historical documents Management, archiving and perpetuation of research data (open science, intellectual property law) Technical English Operational skills Scientific communication (conferences, workshops, study days) Collaboration with projects in digital humanities Writing functional and technical documentation Use of repositories Organization of data corpora, texts and documents in the humanities and social sciences Technical and scientific vigilance Know-how Service to scientific communities Scientific communication (conferences, workshops, study days) Working in teams and collaborating with projects in digital humanities

As part of its strategy for AI, the INSHS is implementing a business network of Ingénieur.e.s IA-SHS supported by a multi-year training cycle, several temporary contracts are thus offered including one within the LTE laboratory of the Paris Observatory on the theme of artificial vision and document analysis for the humanities and social sciences. The engineer works within the LTE (UMR 8255) at the Paris Observatory.

The Laboratory Time Space is a multidisciplinary laboratory composed of nine research teams whose areas of expertise concern the themes of time, space and the history of science. Assigned to the history of science team which has been developing expertise in artificial vision and document analysis for several years, the agent works in close collaboration with the Humanum and Progedo teams in the implementation of its missions.

The position is full-time, without on-call duty or special obligations. The Paris Observatory is a ZRR area. Travel in France and abroad is expected.

Gross salary between 2,571 € and 3,817 € according to experience

44 days of annual leave

Practice and compensation for TT

Transport

Coverage at 75% of the cost and sustainable mobility allowance up to 300€

Offer reference - UMR
8255-MATHUS-002

Sector of activity - Informatics, Statistics and Scientific Computing

The CNRS is a major player in fundamental research on a global scale. The CNRS is the only French organization active in all scientific fields. Its unique position as a multi-specialist allows it to combine different disciplines to address the most important challenges of the contemporary world, in connection with the actors of change.