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Computer Vision Engineer
Mantra Softech · Bangalore Urban · Presencial · Wellfound
Software EngineerA combinarFreelanceBangalore Urban, India · Presencial
Esta vacante está restringida a candidatos en: India. Ciudad: Bangalore Urban. Modalidad: Presencial
Sobre el empleo
Job Summary:
We are seeking a skilled Vision Language Model (VLM) Developer to design, train, and optimize multimodal AI systems that integrate computer vision and natural language processing. You will work on cutting-edge projects involving large-scale vision-language models (e.g., CLIP, Flamingo, LLaVA, GPT-4V) to build intelligent applications like image captioning, visual QA, autonomous agents, and AI assistants.
Key Responsibilities:
- Develop, fine-tune, and deploy vision-language models (VLMs) for real-world applications.\
- Work with multimodal datasets, ensuring proper alignment between visual and textual data.
- Optimize model performance for speed, accuracy, and scalability in production environments.
- Experiment with contrastive learning, retrieval-augmented generation (RAG), and instruction tuning for VLMs.
- Collaborate with ML engineers, product teams, and researchers to integrate VLMs into various applications.
- Stay updated with the latest research in multimodal AI, transformers, and diffusion models.
- Implement efficient inference techniques (e.g., quantization, distillation) for edge and cloud deployment.
Required Qualifications:
- Strong background in deep learning, computer vision (CV), and NLP.
- Hands-on experience with PyTorch, TensorFlow, or JAX.
- Proficiency in multimodal architectures (e.g., CLIP, BLIP, LLaVA, CoCa).
- Experience with large-scale model training (distributed training, GPU optimization).
- Familiarity with vision transformers (ViT), diffusion models, or LLM fine-tuning.
- Strong programming skills in Python and experience with ML frameworks (Hugging Face, OpenAI APIs).
- Knowledge of datasets like COCO, LAION, or WebVid
Requisitos principales
Software Engineer