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Data Scientist II
Junglee GamesData Scientist at Junglee Games developing deep learning and NLP solutions. Building scalable models and conducting experimentation for real-world gaming business problems.
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
PythonSQLPyTorchTensorFlowNeural networksRNNsLSTMsAttention mechanismsNLP techniquesEmbedding methods
Industry Keywords
deep learningtransformersBERTLlamaGPTT5text classificationinformation extractionsemantic searchmodel evaluation
Tech Stack
Tools & technologiesPythonPyTorchSQLTensorflow
About the role
Key responsibilities & impact- 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
What you’ll need- 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
Benefits
Comp & perks- 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 recognizing 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.