Job Description
TCS is Hiring for -Presales (Machine Learning)
Experience : 5 to 10 years
Location : Kolkata
- Experience: 5-10 years of professional experience in data science, machine learning, and AI, with specific experience in NLP, LLMs, and Gen AI applications.
- Programming Languages: Strong proficiency in Python is mandatory, with experience in data science libraries like Num Py, Pandas, and Scikit-learn. Knowledge of SQL is also essential for data extraction and manipulation.
- AI/ML Frameworks: Expertise in deep learning frameworks such as Py Torch and Tensor Flow. Familiarity with Hugging Face transformers, NLTK, or Spa Cy is also common.
- Gen AI/NLP Specific Tools & Techniques:
- Experience with LLM frameworks like Lang Chain and Llama Index.
- Knowledge of building retrieval systems using vector databases (e.g., Pinecone, Weaviate, Chroma DB, FAISS).
- Proficiency in NLP techniques including embeddings, topic modeling, text classification, semantic search, and summarization.
- Cloud Platforms: Hands-on experience with major cloud computing services (AWS, Azure, GCP) for model deployment and leveraging services like Azure Open AI, Google Vertex AI, or AWS Bedrock.
- Problem-Solving: Strong analytical, problem-solving, and statistical skills.
Experience : 5 to 10 years
Location : Kolkata
- Experience: 5-10 years of professional experience in data science, machine learning, and AI, with specific experience in NLP, LLMs, and Gen AI applications.
- Programming Languages: Strong proficiency in Python is mandatory, with experience in data science libraries like Num Py, Pandas, and Scikit-learn. Knowledge of SQL is also essential for data extraction and manipulation.
- AI/ML Frameworks: Expertise in deep learning frameworks such as Py Torch and Tensor Flow. Familiarity with Hugging Face transformers, NLTK, or Spa Cy is also common.
- Gen AI/NLP Specific Tools & Techniques:
- Experience with LLM frameworks like Lang Chain and Llama Index.
- Knowledge of building retrieval systems using vector databases (e.g., Pinecone, Weaviate, Chroma DB, FAISS).
- Proficiency in NLP techniques including embeddings, topic modeling, text classification, semantic search, and summarization.
- Cloud Platforms: Hands-on experience with major cloud computing services (AWS, Azure, GCP) for model deployment and leveraging services like Azure Open AI, Google Vertex AI, or AWS Bedrock.
- Problem-Solving: Strong analytical, problem-solving, and statistical skills.
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