Data Scientist

Data Scientist (3-6 years of experience

• Remote/Hybrid Bengaluru) Design, build, and deploy ML and LLM-based systems that drive personalization, assist teachers, and improve programs. What you’ll do Develop, evaluate, and deploy ML, deep learning & LLM models Own end-to-end DS lifecycle: problem definition → deployment → monitoring Build reproducible, well-documented model workflows & pipelines Implement strong model QA/QC: validation, drift detection, experiment logs Collaborate with product & domain teams to shape modeling strategies Continuously improve performance, documentation, reliability & processes What we’re looking for 3–6 years in applied ML / ML engineering / NLP / LLM development Strong fundamentals: statistics, ML algorithms, deep learning Python (pandas, numpy, scikit-learn, Py. Torch/Tensor. Flow) ML workflow tools (MLflow, experiment tracking, registries) Experience with LLMs, fine-tuning, embeddings, vector stores, RAG Experience deploying models through APIs or containerized workflows Key Success Factors High ownership, clean engineering, excellent documentation Excellent communication and collaboration across teams to translate needs into solutions Curiosity, fundamentals, and bias for shipping reliable systems