Postdoctoral position in AI and SW engineering at CEA LIST near Paris H/F
Il y a 5 mois
Position description
Category
Information system
Contract
Postdoc
Job title
Postdoctoral position in AI and SW engineering at CEA LIST near Paris H/F
Subject
The goal of this post-doc is to explore generative AI in the context of system modeling and associated tool support. For instance, AI assistance can support the completion, re-factoring, and analysis of a model.
Contract duration (months)
1 year, renewable for another year
Job description
Generative AI and large language models (LLMs), such as Copilot and ChatGPT can complete code based on initial fragments written by a developer. They are integrated in software development environments such as VS code. Many papers analyze the advantages and limitations of these approaches for code generation. Besides some deficiencies, the produced code is often correct, and the results are improving.
However, a surprisingly small amount of work has been done in the context of software modeling. The paper from Cámara et al. [1] concludes that while the performance of the current LLMs for software modeling is still limited (in contrast to code generation), we should adapt our model-based engineering practices to new assistants and integrate these into MBSE methods and tools.
The goal of this post-doc is to explore generative AI in the context of system modeling and associated tool support. For instance, AI assistance can support the completion, re-factoring, and analysis (for instance, identified design patterns or anti-patterns) at the model level. Propositions are discussed in the team and, in a second step, prototyped and evaluated in the context of the open-source UML modeler Papyrus.
[1] Javier Cámara et al. On the assessment of generative AI in modeling tasks: an experience report with ChatGPT and UML, Software and Systems Modeling (2023)
Applicant Profile
An ideal candidate has double competence. On the one hand, in generative AI, including, for instance, LLMs, prompt engineering, RAG. On the other hand in software engineering, notably based on model-driven approaches.
Applications should contain detailed experience, background information, and a recommendation letter.
In accordance with the commitments made by the CEA in favor of the integration of people with disabilities, this job is open to everyone. The CEA offers accommodations and/or organizational possibilities for the inclusion of disabled workers.
Position location
Site
Saclay
Job location
France, Ile-de-France, Essonne (91)
Location
Saclay (Nano-Innov)
Candidate criteria
Languages
English (Fluent)
Recommended training
PhD in the context of generative AI or software engineering
Requester
Position start date
01/09/2024
-
Postdoctoral Researcher in Generative AI and Software Engineering at CEA
il y a 4 semaines
Palaiseau, Île-de-France CEA Temps pleinJob OpportunityWe are seeking a highly skilled Postdoctoral Researcher to join our team at CEA, focusing on Generative AI and Software Engineering.Key ResponsibilitiesThe successful candidate will explore the application of Generative AI in software modeling, developing innovative solutions to support model completion, re-factoring, and...
-
Palaiseau, Île-de-France CEA Temps pleinThe CEA is seeking a highly motivated Postdoctoral Researcher to join our team at Saclay, France. As a key member of our research group, you will be involved in exploring the application of generative AI techniques to model-driven software engineering.Generative AI has revolutionized the field of code generation, with tools like Copilot and ChatGPT capable...
-
Palaiseau, France CEA Temps pleinDescription de l'offre “Join the CEA to give meaning to your activity, lead and support national and international R&D projects, cultivate and bring to life your spirit of curiosity.” IN SUMMARY, WHAT DO WE OFFER YOU? The CEA is looking for a Research Engineer in Systems Engineering for Eco-Innovation Approach for the CEA/DRT (Technological...
-
Research Engineer in Systems Engineering for
il y a 3 semaines
Palaiseau, France CEA Temps pleinDescription du poste **Domaine**: - Systèmes d'information **Contrat**: - CDD **Intitulé de l'offre**: - Research Engineer in Systems Engineering for Eco-Innovation Approaches - CDD - Paris-Saclay W/M **Statut du poste**: - Cadre **Durée du contrat (en mois)**: - 36 **Description de l'offre**: **“Join the CEA to give meaning to your activity,...
-
Postdoctoral Position in Agricultural or
Il y a 2 mois
Palaiseau, France INRAE Temps plein91120 Palaiseau _ **RETOUR À LA LISTE DES RÉSULTATS** **Présentation INRAE**: **Environnement de travail, missions et activités**: Context: Job description: This postdoctoral position will contribute to the project through the analysis of the socio-economic challenges of climate change mitigation scenarios. His/her main task is to contribute in (i)...
-
Palaiseau, France CEA Temps pleinPosition description Category Mathematics, information, scientific, software Contract Internship Job title Formal methodology for the exploration and the evaluation of complex critical SW architecture M/F Subject The internship aims to implement and improve the formalization and implementation of an iterative methodology for...
-
Exploring and Optimizing Moving Target Defense
il y a 4 semaines
Palaiseau, France CEA Temps pleinPosition description **Category**: - Engineering science **Contract**: - Internship **Job title**: - Exploring and Optimizing Moving Target Defense Strategies Using Reinforcement Learning H/F **Subject**: - The Digital Systems and Integrated Circuits Department (DSCIN) is a multidisciplinary research team focused, among others, on developing...
-
Post-doc Application of Formal Methods for Interference Management
il y a 4 semaines
Palaiseau, Île-de-France CEA Temps pleinJob Title: Post-doc Application of Formal Methods for Interferences ManagementJob Description:We are seeking a highly skilled postdoctoral researcher to join our multidisciplinary technological research team at CEA LIST. The successful candidate will be involved in a national research project focused on developing an environment to identify, analyze, and...
-
Stage de Fin D'études en Optimisation de L'ia Pour
il y a 3 semaines
Palaiseau, France CEA Temps pleinPosition description **Category**: - Engineering science **Contract**: - Internship **Job title**: - Stage de fin d'études en optimisation de l'IA pour l'obtention d'un Master 2 ou diplôme d'ingénieur H/F **Subject**: - Combine Token Pruning and Mixed Precision - A Dual Strategy for Efficient Vision Transformers **Contract duration (months)**: -...
-
Exploring The Generalizability of Ml-driven
il y a 1 mois
Palaiseau, France CEA Temps pleinDescription du poste **Domaine**: - Composants et équipements électroniques **Contrat**: - Stage **Intitulé de l'offre**: - Exploring the Generalizability of ML-driven Performance Model Generation for HW Design H/F **Sujet de stage**: - This internship provides a valuable opportunity to gain hands-on experience with machine learning techniques for...
-
Formal Analysis of Fault-injection Countermeasures
il y a 1 mois
Palaiseau, France CEA Temps pleinPosition description **Category**: - Mathematics, information, scientific, software **Contract**: - Internship **Job title**: - Formal analysis of fault-injection countermeasures within a secure RISC-V processor H/F **Subject**: - The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, devel-opment and...
-
Cutting-Edge Research Engineer in AI-Driven SoC Design and Simulation
il y a 3 semaines
Palaiseau, Île-de-France CEA Temps pleinAbout the JobWe are seeking a highly skilled Research Engineer to join our team at CEA, a leading institution in Electronic Design Automation (EDA) and Artificial Intelligence (AI). The successful candidate will be responsible for developing cutting-edge technology in the field of AI-driven SoC design and simulation.Key ResponsibilitiesDevelop and implement...
-
Postdoctoral Researcher in Quantum Information Theory
il y a 1 mois
Palaiseau, Île-de-France INRIA Temps pleinPostdoctoral Researcher in Quantum Information TheoryJoin INRIA as a Postdoctoral Researcher in Quantum Information Theory and contribute to cutting-edge research in quantum protocols, quantum networks, and quantum information theory.About the PositionThe successful candidate will work on a QuantERA project involving a large European consortium,...
-
Post-doc Researcher in Formal Methods for Interference Management
il y a 4 semaines
Palaiseau, Île-de-France CEA Temps pleinJob Opportunity At CEA, we are seeking a highly skilled Post-doc Researcher to join our multidisciplinary technological research team. Job Title Post-doc Researcher in Formal Methods for Interference Management Job Description We are looking for a talented researcher to work on a national research project focused on developing an environment to...
-
Software Engineer for AI-enabled Systems
Il y a 5 mois
Palaiseau, France CEA Temps pleinPosition description Category Mathematics, information, scientific, software Contract Fixed-term contract Job title Software Engineer for AI-enabled Systems - CDD - Paris-Saclay W/M Socio-professional category Executive Contract duration (months) 36 Job description Join CEA to Add Meaning to Your Work, Lead and...
-
S05 - Video Anomaly Detection and Understanding
Il y a 2 mois
Palaiseau, France CEA Temps pleinDescription du poste **Domaine**: - Autre **Contrat**: - Stage **Intitulé de l'offre**: - S05 - Video Anomaly Detection and Understanding H/F **Sujet de stage**: Unlike One-Class approaches, we will assume some abnormal samples can be used in training (Weakly-Supervised, Few-Shot methods). Beyond detecting anomalies, we will also address the...
-
Palaiseau, Île-de-France CEA Temps pleinJob SummaryWe are seeking a highly motivated PhD researcher to join our team at CEA, working on the development of AI-assisted generation of high-level models and simulators for hardware design.Key ResponsibilitiesDesign and implement a methodology for automatic generation of Instruction Set Simulators (ISSs) from Register Transfer Level (RTL) models using...
-
Application of Formal Methods for Interferences
Il y a 2 mois
Palaiseau, France CEA Temps pleinPosition description **Category**: - Electronics components and equipments **Contract**: - Fixed-term contract **Job title**: - Application of formal methods for interferences management H/F **Socio-professional category**: - Executive **Contract duration (months)**: - 18 **Job description**: - Your main missions will be: - To propose and develop...
-
Object Detection By Parametrization Using
Il y a 2 mois
Palaiseau, France CEA Temps pleinPosition description **Category**: - Mathematics, information, scientific, software **Contract**: - Internship **Job title**: - Object detection by parametrization using elementary 3D shapes H/F **Subject**: - Developing an object detector in images that can be parametrized with a 3D prompt made of an orchestration of elementary shapes. This detector...
-
Multi-view Re-identification of Objects and
Il y a 2 mois
Palaiseau, France CEA Temps pleinDescription du poste **Domaine**: - Autre **Contrat**: - Stage **Intitulé de l'offre**: - Multi-view re-identification of objects and individuals based on 3D representation H/F **Sujet de stage**: - Multi-view re-identification of objects and individuals based on 3D representation **Durée du contrat (en mois)**: - [6 mois] **Description de...