Carnera Technologies - Data Scientist - Machine Learning/Deep Learning

Description :

Role : Data Scientist

Experience : 3 to 8 years of overall experience

Primary Skills (Must-have) : AI, ML, Python, NLP, Deep Learning, OCR, RAG, Computer Vision, VectorDB, AWS / Azure

Location : Pune (Hybrid)

Shift : General Shift (IST Hours)

Minimum Qualifications :

- 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.