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Manager of Machine Learning
7 days ago
We are looking for Machine learning engineers with a very strong background in LLM (Prefferably self hosted LLM) and Deep Learning.
- Minimum experience
- 5+ years of experience in Machine Learning, Expertise in LLM is a must.
- 2+ years in a large-scale operating e-commerce business is preferred
- SKILLS SETS THEY ARE LOOKING FOR
- Strong understanding of E-commerce and retail business
- Capable of aligning ML/AI initiatives with overall business strategy, enhancing revenue growth, customer experiences, and operational efficiency
- Expertise in machine learning techniques, algorithms, and frameworks (e.g., TensorFlow, PyTorch, scikit-learn) with a strong grasp of statistical analysis, data modeling, and optimization
- Hands-on Experience of working with Deep Learning models and frameworks like Keras
- Ability to work on large datasets and follow industry-standard tools like Dask for parallel computing
- Expertise of using self-hosted large language models (LLMs) and building pipelines using frameworks like Langchain, LlamaIndex etc.
- At least 5 years of experience working on restful APIs and deploying the same
- Experience of Kubernetes/ Docker containers is a plus
- Hands-on experience working on optimisation problems and use cases of Linear Programming
- Exposure to different algorithmic techniques like Dynamic programming, greedy method is a plus
- Proficiency in programming languages such as Python, R, or Java for developing and deploying machine learning models and managing data pipelines
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