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Senior Data Scientist
GlobantGreater Bengaluru Area, India13 days ago
Job descriptionLLM Parameter tuning experience Experience of different prompt engineering techniques Experience with OOps Python Experience with Type hinting Exp with API Frameworks like Flaks / Fast APi is a must. Experience with Docker is important Experience with Different use-cases (Multi-class / MultiLabel classification) in NLP is Important. Experience in Transformers architecture is Important. Working Understanding of attention and implementation of transformers. Working Understanding of Embeddings ( Word2Vec / Encoder based EMbeddings) is a must. Experience with different cost function / Optimization algorithms in Deep Learning. AWS : Sagemaker / ECS / S3 / Lambda Candidate should have used or work on : Candidate should have knowledge on Machine Learning basics like Linear and Logistic Regression / Random forests Understanding of ML / NLP metrics like (Precision / RecallF1 score) Hyper Parameter tuning , model training / selection
We are seeking a dynamic person to join our AI and Data Science team. This position will work on delivering innovative AI and data-driven solutions.
The candidate must have strong ML fundamentals, Hands-on experience on GenAI and RAG. On the other hand we’re looking for good engineering skills (Python, Docker etc.) and exposure to cloud technologies is a plus.
Required skills
Generative Ai :
- Experience with RAG :
Particularly retrieval and reranking
Working Experience of different indexing algorithms ( Flat / HSNW)
Experience in working with different LLM based Embedding Models ( ada / bge etc)
Python :
Artificial Intelligence :
Cloud Providers Aws
Machine Learning Generics :
Transformers
RNN (LSTM / Bi-LSTM)
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Senior Data Scientist • Greater Bengaluru Area, India
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