Carnera Technologies

Description :Role : Data ScientistExperience : 3 to 8 years of overall experience Primary Skills (Must-have) : AI, ML, Python, NLP, Deep Learning, OCR, RAG, Computer Vision, VectorDB, AWS / AzureLocation : Pune (Hybrid)Shift : General Shift (IST Hours)Minimum Qualifications :- Proficiency with machine learning and deep learning frameworks such as TensorFlow, PyTorch, scikit-learn, and Keras, along with collaboration tools like Jupyter Notebook and VS Code.- Expertise in Natural Language Processing (NLP) tasks, including part-of-speech tagging, named entity recognition (NER), text parsing, and Optical Character Recognition (OCR).- Experience working with unstructured data, including text, image, and audio data.- Large Language Models (LLMs) : Understanding of large language models (LLMs) such as GPT, BERT, or T5, including experience with prompt engineering, fine-tuning, and working with transformer-based architectures.- Ability to quickly prototype ML solutions to validate use cases and drive innovation.- Familiarity with public cloud platforms like Google Cloud Platform (GCP) or Amazon Web Services (AWS) for deploying and scaling ML solutions.Good To Have :- Audio Processing Skills : Hands-on experience in audio signal processing, feature extraction, and analysis using libraries like LibROSA, PyDub, and SpeechRecognition.- Familiarity with key NLP and audio processing libraries, such as Hugging Face Transformers, NLTK, SpaCy, and SpeechBrain.- Understanding of MLOps principles, including model versioning, monitoring, and automated pipelines for scalable deployment. (ref:hirist.tech)