Data Scientist II

Role Overview

• Design, develop, and optimise deep learning models for real-world business problems
• Build and fine-tune NLP models using transformers (BERT family models, Llama, GPT, T5, etc.)
• Work on tasks such as text classification, information extraction, semantic search, summarization and recommendation
• Conduct model experimentation, evaluation, and hyperparameter tuning

Requirements

• 3–5 years of hands-on experience as a Data Scientist
• Strong Python and SQL
• Hands-on experience with PyTorch and/or TensorFlow
• Solid understanding of: Neural networks, RNNs, LSTMs, Attention mechanisms
• Transformer architectures and pre-trained language models.
• Strong background in NLP techniques and Embedding methods.
• Experience with data preprocessing, feature engineering, and model evaluation
• Comfortable working with large unstructured datasets

Tech Stack

• Python
• PyTorch
• SQL
• Tensorflow

Benefits

• Value Customers & Data
• Prioritize customers, use data-driven decisions, master KPIs, and leverage ideation and A/B testing to drive impactful outcomes.
• Inspire Extreme Ownership
• We embrace ownership, collaborate effectively, and take pride in every detail to ensure every game becomes a smashing success.
• Lead with Love
• We reject micromanagement and fear, fostering open dialogue, mutual growth, and a fearless yet responsible work ethic.
• Embrace change
• Change drives progress, and our strength lies in adapting swiftly and recognising when to evolve to stay ahead.
• Play the Big Game
• We think big, challenge norms, and innovate boldly, driving impactful results through fresh ideas and inventive problem-solving.