Senior Data Scientist

6 hours ago

Bengaluru Karnataka India, Karnataka Perfios Full time

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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