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Lead Computer Vision Scientist
Lead Computer Vision ScientistPerfios • Bengaluru, Republic Of India, IN
Lead Computer Vision Scientist

Lead Computer Vision Scientist

Perfios • Bengaluru, Republic Of India, IN
3 days ago
Job description

We are looking for a Data Scientist with strong experience in Computer Vision , Document Parsing (LayoutLM) , and Generative AI to join our growing AI team. If you love solving complex document-understanding problems and building scalable ML solutions, we’d love to meet you!

🔍 What You’ll Work On

  • Build and optimize Computer Vision and Document AI models for PDFs, scanned docs, and complex layouts.
  • Work with LayoutLM / LayoutLMv2 / LayoutLMv3 , Donut, DocFormer, and transformer-based architectures.
  • Develop GenAI applications (RAG pipelines, LLM fine-tuning, summarization, prompt engineering).
  • Design ML pipelines for large document datasets and integrate OCR tools (Tesseract, PaddleOCR, Textract, Google Vision).
  • Deploy models using MLOps best practices (Docker, MLflow, cloud ML services).
  • Collaborate with product & engineering teams to bring AI features to production.

🧠 What We’re Looking For

  • 4–6 years of experience in Data Science / Machine Learning / Deep Learning.
  • Hands-on Computer Vision experience (CNNs, vision transformers, multimodal models).
  • Strong background in document parsing and document intelligence .
  • Experience with GenAI / LLMs (Hugging Face, OpenAI, LangChain, Llama).
  • Excellent skills in Python, PyTorch or TensorFlow, and ML libraries.
  • Experience working with OCR + production ML systems.
  • Good understanding of cloud platforms (AWS / GCP / Azure) & containerization.
  • Prior team management experience is a must.
  • ✨ Nice to Have

  • Experience with vector databases (FAISS, Pinecone, Milvus).
  • Familiarity with Kubeflow, Airflow, or end-to-end MLOps pipelines.
  • Experience fine-tuning LLMs or multimodal models.
  • 🎓 Education

    Bachelor’s or Master’s in CS, Data Science, AI / ML, or related field.

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    Lead Computer Vision • Bengaluru, Republic Of India, IN

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