We are seeking a skilled and experienced Senior Data Scientist with a strong focus on Natural Language Processing (NLP), recommendation engines, and neural search technologies. The ideal candidate will have over 5 years of relevant experience and a proven track record of developing and deploying sophisticated data-driven models and systems. As a Senior Data Scientist, you will play a critical role in shaping the future of our data products and services.
Key Skills
BTech/BE degree.
Proficiency in Python, data structures, and system design.
Experience with NumPy and Pandas.
Knowledge of neural networks like CNN, GANs, CGAN, Transformers, RNN, and LSTM.
Ability to fine-tune embedding models like SBERT and E5.
Experience with fine-tuning and quantizing LLMs using PyTorch/TensorFlow.
Understanding of natural language processing (NLP), recommender systems, part-of-speech tagging (POS), and named entity recognition (NER).
Skills in forecasting, classification, and regression techniques.
Roles & Responsibilities
Create Machine Learning (ML) models for different product needs.
Analyze client data to understand the data and the problems.
Manage data changes and model performance over time.
Improve embedding and large language models (LLMs).