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.