Company Description
VMO, a member of the ALTEN Group, is part of a global leader in engineering and IT services with over 60,000 employees worldwide. The company is a trusted partner to major international enterprises, including leading Fortune 500 organizations. VMO combines consulting, technology, and research expertise to help clients accelerate innovation, optimize operations, and drive digital transformation. Using advanced capabilities in AI, Data, IoT, and Cloud, VMO delivers solutions across industries such as healthcare, finance, and manufacturing. With a strong global presence, the company contributes to large-scale international projects and helps shape the future of smart technology.
Reponsibilities:
- Develop and optimize Computer Vision and Deep Learning models for image/video analysis.
- Design and implement solutions for tasks such as Object Detection, Image Classification, Image Segmentation, OCR, Tracking, or Pose Estimation.
- Train, evaluate, and fine-tune AI models using large-scale datasets.
- Deploy and optimize models for production environments.
- Collaborate with cross-functional teams to integrate AI models into products.
- Research and apply the latest advancements in Computer Vision and AI.
- Troubleshoot and improve model accuracy, performance, and scalability.
Requirement:
- Bachelor's degree or above in Computer Science, Artificial Intelligence, Data Science, or a related field.
- At least 3 years of experience in Computer Vision, Machine Learning, or AI development.
- Strong programming skills in Python.
- Hands-on experience with PyTorch or TensorFlow.
- Experience with OpenCV and image processing techniques.
- Solid understanding of Deep Learning architectures such as CNN, Vision Transformer (ViT), YOLO, Faster R-CNN, Segmentation models, etc.
- Experience developing Computer Vision applications such as:
- Object Detection
- Image Classification
- Image Segmentation
- OCR
- Face Recognition
- Video Analytics
- Experience deploying AI models using Docker and Linux environments.
- Familiarity with Git and software development best practices.
- Good problem-solving and analytical skills.
- Good communication skills in English OR Japanese (JLPT N2 or above).
Nice to have:
- Experience with CUDA, ONNX, TensorRT, or model optimization.
- Experience with cloud platforms such as AWS, Azure, or GCP.
- Knowledge of MLOps, CI/CD, or model deployment pipelines.
- Experience with Generative AI or Vision-Language Models (VLM) is a plus
