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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

Postulación

Publicado hace 2 semanas

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Mantra Softech

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