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Senior Data Scientist

Senior Data Scientist

GlobantGreater Bengaluru Area, India
14 days ago
Job description

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)

  • LLM Parameter tuning experience
  • Experience of different prompt engineering techniques
  • Python :

  • Experience with OOps Python
  • Experience with Type hinting
  • Exp with API Frameworks like Flaks / Fast APi is a must.
  • Experience with Docker is important
  • Artificial Intelligence :

  • 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.
  • Cloud Providers Aws

  • AWS : Sagemaker / ECS / S3 / Lambda
  • Machine Learning Generics :

  • Candidate should have used or work on :
  • Transformers

    RNN (LSTM / Bi-LSTM)

  • 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
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    Senior Data Scientist • Greater Bengaluru Area, India