Data Scientist

Strong Data Structures Any Language Code Comprehension Python or Java

Ability to do hands on coding in the interview realtime for given scenario with right solution approach

Proficient in Data manipulation and cleansing preprocess large datasets handle missing values perform feature engineering ensure data integrity

AIML Strong NLP Deep Learning Concepts with transformer architecture understanding

LLM fine tuning exposure on one or few leading LLM like Dolly Llama2 or any other

Experience in developing and implementing cuttingedge generative AI models to solve complex problems

Ability to perform prompt engineering and designing right prompts based on functional use cases

Should have handson of NLPAIML tool technologies GPT BERT or other language models

Should have experience in building GenAI applications

Word Embedding and Vector DB usage with the leading vector DB implementation Pinecone Milvus or Pgvector

Statistical Analysis Strong proficiency in statistical techniques and methodologies including hypothesis testing regression analysis time series analysis and clustering