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Standard Chartered ml engineer Interview Questions and Answers
Standard Chartered ml engineer Interview Experiences
1 interview found
Praneeth Kumar Palepu
Selected
I appeared for an interview in Mar 2025, where I was asked the following questions.
- Q1. Explain attention mechanism
- Ans.
Attention mechanism allows models to focus on specific parts of input data, enhancing performance in tasks like translation and summarization.
Attention weights determine the importance of different input elements.
In NLP, it helps models focus on relevant words in a sentence.
Example: In translating 'The cat sat on the mat', attention may focus on 'cat' when translating to another language.
Used in architectures like Tran...
- Q2. How to integrate RAG in an LLM
- Ans.
Integrating Retrieval-Augmented Generation (RAG) enhances LLMs by combining retrieval and generation for improved context and accuracy.
Use a retriever to fetch relevant documents based on user queries, e.g., using Elasticsearch.
Combine retrieved documents with the LLM's input to provide context, improving response relevance.
Fine-tune the LLM on domain-specific data to enhance its understanding of the retrieved content.
...
- Q3. What is the difference between encoder only and decoder only
- Ans.
Encoder-only models process input data to create representations, while decoder-only models generate output from those representations.
Encoder-only models, like BERT, focus on understanding input sequences.
Decoder-only models, like GPT, generate text based on previous tokens.
Encoder-decoder models, like T5, combine both for tasks like translation.
Encoder-only is typically used for classification tasks, while decoder-on...
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Anonymous
Selected
HackerEarth / Hacker rank Test
(1 Question)
- Q1. Find the lowest cost when given days you want to use metro if you have cost of a day 1 ,7 and 30 day pass. DP Problem
- Ans.
Using dynamic programming to find the lowest cost for metro passes based on given days.
Create an array to store the minimum cost for each day.
Iterate through each day and calculate the minimum cost based on 1, 7, or 30 day pass.
Update the minimum cost for each day using dynamic programming.
Return the minimum cost for the total number of days needed.
(1 Question)
- Q1. Normal HR Questions
Interview Preparation Tips
Skills evaluated in this interview
I applied via Naukri.com and was interviewed before May 2021. There were 3 interview rounds.
(4 Questions)
- Q1. Nothing to say asked about roles
- Q2. Nothing to say just technicals
- Q3. If we are confident of what we done past
- Q4. Asked about all together
(1 Question)
- Q1. Asked about salary negotiable
Interview Preparation Tips
I applied via Campus Placement and was interviewed in Aug 2022. There were 3 interview rounds.
Two questions in test.
One question only python language.
Second question multiple languages available.
(2 Questions)
- Q1. Resume based interview.
- Q2. Question on time management
Interview Preparation Tips
What people are saying about Standard Chartered
Selected
I applied via LinkedIn and was interviewed before Jul 2023. There were 3 interview rounds.
2 parts of aptitude test english and reasoning that was quite easy
(3 Questions)
- Q1. About my background
- Q2. What is bank ?
- Ans.
A bank is a financial institution that accepts deposits from the public and creates credit.
Banks provide various financial services such as loans, mortgages, and investment accounts.
They play a crucial role in the economy by facilitating the flow of money and capital.
Examples of banks include JPMorgan Chase, Bank of America, and Wells Fargo.
- Q3. About how many accounts do bank have
(2 Questions)
- Q1. Why you choose hdfc bank
- Q2. Do you know about your designation
- Ans.
An Analyst interprets data to provide insights, support decision-making, and improve business processes.
Analysts gather and analyze data to identify trends and patterns.
They create reports and visualizations to communicate findings effectively.
For example, a financial analyst evaluates investment opportunities.
Analysts often use tools like Excel, SQL, or Python for data manipulation.
It was easy and not difficult
(1 Question)
- Q1. Describe yourself, strength, weakness
Selected
I applied via Referral and was interviewed in Aug 2023. There were 3 interview rounds.
(1 Question)
- Q1. Basic quaestions
(1 Question)
- Q1. SQL,Python,Puzzles
Interview Preparation Tips
Mariah Suresh
30 minutes, numerical type
(2 Questions)
- Q1. Tell about yourself
- Q2. Tell about your one achievement
I applied via LinkedIn and was interviewed in Mar 2024. There was 1 interview round.
(1 Question)
- Q1. Tell me about yourself
I applied via Job Portal and was interviewed in Dec 2023. There was 1 interview round.
Basic code to be written
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