R&D Postdoc: Vision-Language AI for Camera Monitoring

Camly AI; Villeurbanne; Sur place; EUR 36 000 - 48 000; Plein temps

Avantages offerts par ce poste

Subsidised meals

Transport reimbursement

Vocational training

Résumé du poste

Camly AI, hosted within the Inria Startup Studio in Lyon, seeks a Postdoctoral researcher in R&D to advance vision-language models for monitoring with existing cameras. You will design evaluation protocols, adapt open-weight VLMs, and curate surveillance datasets to improve reliability.

You will work closely with the founder, publish internal reports, and contribute to product-ready insights while addressing privacy and European deployment constraints.

Qualifications

• PhD in computer vision, machine learning or a related field.
• Experience with multimodal or vision-language models and evaluation.
• Experience building or curating datasets and using annotation tools.

Responsabilités

• Define evaluation tasks and metrics for vision-language models on monitoring.
• Fine-tune and evaluate open-weight models for Camly's surveillance use cases.
• Curate and re-annotate public surveillance datasets relevant to logistics and safety.
• Write internal technical reports and present results to the team and partners.
• Collaborate with the founder and participate in pilot site visits when needed.

Connaissances

Multimodal models

Evaluation protocols

Fine-tuning

Dataset curation

Formation

PhD in computer vision

Outils

CVAT

Label Studio

Description du poste

Camly AI, hosted within the Inria Startup Studio in Lyon, seeks a Postdoctoral researcher in R&D to advance vision-language models for monitoring with existing cameras. You will design evaluation protocols, adapt open-weight VLMs, and curate surveillance datasets to improve reliability.

You will work closely with the founder, publish internal reports, and contribute to product-ready insights while addressing privacy and European deployment constraints.