Combined Bank Senior Officer (IT) — Exam: 13.10.2023 (MIST)প্রশ্ন ও সমাধান
- Set by
- Combined Bank
- Post
- Senior Officer (IT)
- Exam date
- 13 Oct 2023
- Conducted by
- MIST
- Questions
- 26 (0 MCQ, 26 written)
- Exam guide
- Bank IT jobs · ব্যাংকের আইটি চাকরি
- General Knowledge · সাধারণ জ্ঞান 5
- Database · ডেটাবেজ 4
- Computer Architecture · কম্পিউটার আর্কিটেকচার 3
- English · ইংরেজি 3
- Bangla · বাংলা 2
- Cyber Security · সাইবার নিরাপত্তা 2
- Networking · নেটওয়ার্কিং 2
- Software Engineering · সফটওয়্যার ইঞ্জিনিয়ারিং 2
- Cloud & Emerging Tech · ক্লাউড ও উদীয়মান প্রযুক্তি 1
- General ICT · সাধারণ আইসিটি 1
- Programming · প্রোগ্রামিং 1
Difference between 32 bit Microprocessor and 64 bit Microprocessor with example. What is the meaning of 2.40GHz Microprocessor? Differentiate among Core Intel i3, i5 and i7 processor. Why do you prefer SSD instead of HD?
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40GHz Microprocessor:
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Differentiate among CPU register, Cache memory, Main memory and Secondary memory.
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Differentiate among TDM, FDM and WDM. How does working process in TDM?
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What is Topology in data communication? What are differences between Bus, Ring, Tree and Star topology? Purpose of IEEE 802.11 committee.
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What is Cyber Security? Write down the top 10 cyber attack. Discuss about Ransomware and DDoS attack.
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What is Cryptography? Difference between Symmetric and Asymmetric encryption with example. Draw and design public key encryption using Hash function. Draw a diagram for e-commerce online transactions.
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What is platform independent software discuss with example?
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Write a program in any language that takes two matrices A and B as inputs ensure your code handles matrices of different dimensions-
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Differentiate among Database, Data Warehouse and Data Mining with real world example.
Model answer
| Aspect | Database | Data Warehouse | Data Mining |
|---|---|---|---|
| Purpose | Store & manage day-to-day operational data | Consolidate historical data from many sources for analysis | Discover hidden patterns in stored data |
| Data type | Current, detailed (OLTP) | Historical, summarized, integrated (OLAP) | Uses warehouse/database data as input |
| Typical operations | Insert/Update/Delete/Select | Complex read-heavy aggregate queries | Clustering, classification, association-rule algorithms |
| Update frequency | Real-time/continuous | Periodic batch loads (ETL) | Run periodically over stored data |
| Real-world example | A bank's core system recording each deposit/withdrawal | The bank's warehouse combining 5 years of branch, customer, and transaction data | Discovering that customers opening FDs in Q4 often apply for a loan within 6 months |
graph LR
OLTP1[("Branch DB 1")] --> ETL["ETL: Extract-Transform-Load"]
OLTP2[("Branch DB 2")] --> ETL
OLTP3[("CRM System")] --> ETL
ETL --> DW[("Data Warehouse")]
DW --> DM["Data Mining Algorithms"]
DM --> INS["Business Insights"]
Exam takeaway: a Database records current operational data, a Data Warehouse integrates historical data for analysis, and Data Mining extracts non-obvious patterns from that warehouse — three sequential layers moving from raw data to actionable intelligence.
To achieve a '0-bit data loss' for its 24 x 7 x 365 banking operation, what steps or technology should an online bank employ to safeguard its data against any potential threats of data loss?
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Discuss different tools and techniques to develop a Business Intelligence Dashboard for a bank. How can data be captured and aggregated from various sources within the bank to monitor the business performance?
Model answer
Building a bank's BI dashboard follows a data value chain from raw operational systems to an executive-ready visualization.
Steps:
- Define objectives/KPIs — e.g., customer acquisition, loan approval rate, NPA (non-performing loan) ratio, branch profitability.
- Identify data sources — Core Banking System (transactions, balances), CRM (customer interactions), Risk Management System (credit/operational risk), external market data (rates, competitor benchmarks).
- ETL (Extract, Transform, Load) — pull data from each source, clean/standardize it, and load it into a common store, using tools like Apache NiFi, Talend, or SSIS.
- Data Warehouse/Data Mart — a consolidated, query-optimized store (Snowflake, SQL Server, Redshift).
- OLAP/semantic layer — pre-aggregated cubes so dashboards query fast.
- Visualization — Power BI, Tableau, or QlikView renders the KPIs as charts/scorecards.
- Governance — access control and scheduled refresh keep the dashboard secure and current.
graph LR
S1[("Core Banking")] --> ETL["ETL Pipeline"]
S2[("CRM")] --> ETL
S3[("Risk Mgmt System")] --> ETL
S4[("External Market Data")] --> ETL
ETL --> DW[("Data Warehouse")]
DW --> OLAP["OLAP / Semantic Layer"]
OLAP --> BI["BI Dashboard"]
BI --> USR["Executives / Managers"]
Exam takeaway: a BI dashboard's reliability depends far more on a solid ETL + warehouse foundation aggregating disparate core-banking, CRM, and risk data than on the visualization tool itself.
Project management related question (what are the approaches)
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Software scenario question- Business Intelligence Model
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বিজ্ঞানমনস্কতা - নিয়ে একটি রচনা লিখুন।
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What is ChatGPT? Write down the Pros and cons of ChatGPT.
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Translation ( Bangla to English)
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Translation ( English to Bangla)
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Who won the Nobel Prize in Physics in 2023?
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Write down the names of new members of BRICS.
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Main Purposes of UNESCO.
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What Is RTGS related to?
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Which city of China, the Asian Olympic be held in 2023?
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The role of ICT in education sector
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Bangla to English Translation
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English to Bangla Translation
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Question text is from the public recruitment exam; answers and explanations are written by ARBS Academy. All past papers · Bank IT jobs guide