Senior Data Scientist

1 week ago

Thrissur, India 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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