Advanced Data Scientist
Sourceo4–6 yrsMumbaiOn-siteDirect career pageEst. 12–22 LPA
Posted on 9 Sept
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Job description
Structured overview of role & requirements
About This Role
- Define and implement mathematically rigorous models to solve complex business challenges.
- Develop production-grade, scalable code and data pipelines for large datasets across multiple modalities (text, audio, vision).
- Deploy advanced neural network models on cloud platforms, ensuring robust and scalable inference.
Minimum Requirements
- 4 to 6 years of industry experience as Data Scientist or Machine Learning Engineer.
- Proficiency in Python with strong Object-Oriented Programming and design patterns.
- Experience with ML libraries (scikit-learn), deep learning frameworks (PyTorch or TensorFlow), and big data tools (Apache Spark, Hadoop).
- Bachelor’s or higher degree in quantitative disciplines (Mathematics, Statistics, CS, Physics, etc.).
Ideal Candidate Profile
- Expert in translating ambiguous business problems into math-based modeling objectives with optimization focus.
- Experienced in end-to-end deployment including cloud architecture and scalable production pipelines.
- Demonstrated depth in multimodal deep learning including NLP (Transformers, BERT, GPT), Computer Vision (CNNs, ViTs), and document AI (OCR).