Osaka: AI Engineer (Image Recognition/Machine Learning) in Social Infrastructure DomainEnglish summary from Japanese

Must-haves

• Experience in designing, developing, evaluating, and improving AI models for road surface defect detection using road images and driving videos.
• Experience in designing evaluation metrics (e.g., Precision, Recall, F1, mAP) and analyzing false positives/negatives.
• Experience in data requirements definition and establishing criteria for road damage.
• Must be willing to be seconded to NTT Fieldtechno.

Nice-to-haves

• Experience in building inference pipelines and MLOps.
• Experience in planning new services utilizing AI and data, and promoting PoCs.
• Experience in planning feature expansions and product strategy.
• Experience in designing annotations and preparing training data.

Tech stack