Data Science - Nlp/genai
Bangalore Urban, India
57 applied
Full-time
₹2000000 - 2500000 Lakh/year
7-12 yrs
Posted on: Nov 6, 2024
Skills
nlp
Gen ai
cloud cognitive services
natural language processing
generative AI
machine learning
artificial intelligence
cloud computing
data scientist
cloud engineering
python programming
google cloud platform
gcp
Job Location : Pune/Bangalore/Coimbatore
Skills & Experience Required :
• Total IT experience: 7 to 10 years in DWH is must
• 2-4 years of experience in implementing NLP/GenAI projects
• 1 year of experience in extract entities from Large Documents with greater than 100 pages - typically legal documents / Contract Documents /Claim Documents/medical documents
• 6 months to 1 year of experience in processing large documents using GenAI APIs like Azure OpenAI,Amazon Bedrock, Google Gemini , Anthropic Claud
• Thorough understanding of NLP terminologies like Sentiment Analysis/ Entity Extraction/Topic Modeling etc
• Should have used Cloud Cognitive Services for key phrase extraction and document digitization like Azure Doc Intelligence, Google Doc Intelligence, AWS Textract etc
• 6 months to 1 year of experience in building LLM Applications for Information Retrieval and a thorough understanding and implementation using LangChain/Vector DBs and deploying it in cloud
• Shoud have understanding of GPT Architecture and open-source models like LlaMA/ Mistral etc.
• Minimum 1 year of implementation experience using Classical NLP libraries like NLTK/SpaCY etc
• Should be able to wtite modular code that can be productionized and well-commented coding standards and practices
• Should have used advanced NLP frameworks like Keras/Transformers etc in real-time
• Basic Understanding of Neural Networks for Text processing and exposure to algorithms like BERT/GPT/RNN etc
• Good understanding of GenAI trends and recent model advancements
• Good verbal and written communication skills
• Solid understanding of REST API and frameworks like Flask and FastAPI