Required Skills:
" Strong Data Structures Any Language Code Comprehension Python or Java.
" Ability to do hands on coding in the interview real-time 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 cutting edge generative AI models to solve complex problems.
" Ability to perform prompt engineering and designing right prompts based on functional use cases.
" Should have hands on 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.