LTIMindtree
Global technology consulting and digital solutions company.
4 Rounds
~21 Days
Medium
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Data Scientist
•
Technical
•
hard
Explain the architecture of Transformers and the mathematical mechanism behind scaled dot-product self-attention.
#Deep Learning
#Transformers
#Attention Mechanism
Data Scientist
•
Technical
•
medium
How would you extract specific entities like invoice numbers, dates, and amounts from a large corpus of unstructured PDF documents?
#OCR
#NER
#Information Extraction
Data Scientist
•
Technical
•
easy
What is the difference between Word2Vec and TF-IDF? In what scenarios would you choose one over the other?
#NLP
#Embeddings
#Text Processing
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.