GlaxoSmithKline Pharmaceuticals Statistician Interview Questions and Answers

My self yerravally Rakesh Goud.
My graduation bsc biotechnology in osmania university my inter Geetanjali junior college.qnd SCC ZPHS in nemtoor

My self yerravally Rakesh Goud.im came from Telangana district and my education background i studied at osmania university bsc biotechnology and intermediate Geethanjali junior college and my ssc ZPHS nemtoor current working in Sanofi Healthcare Pvt Ltd india

It contains multiple sections and it also contains coding test section also

Q1. What is gen Ai?
Ans. 
Gen Ai refers to the generation of artificial intelligence that focuses on mimicking human cognitive functions.
• Gen Ai aims to create AI systems that can think, learn, and problem-solve like humans.

• It involves technologies such as natural language processing, machine learning, and neural networks.

• Examples include virtual assistants like Siri and Alexa, as well as self-driving cars.
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Q2. What is cloud and how it works?
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Cloud computing is the delivery of computing services over the internet, including storage, servers, databases, networking, software, and more.
• Cloud computing allows users to access and use resources on-demand without the need for physical infrastructure.

• It offers scalability, flexibility, cost-effectiveness, and increased efficiency compared to traditional on-premises solutions.

• Examples of cloud services include Amazo...read more
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Q3. About my projects and asked me to explain?
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Q1. Situation given we had to write code in R to solve that
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Q2. Questions asked about the project we finished in last company
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Q1. Similar to round 1
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Q1. Basic introduction with HR on call
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Q1. Technical questions with respect to SQL and SAS, complexity was easy to medium.
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Q1. Manager asked during the final round regarding the job, your motivation to join the company, and about my role in previous organization.
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Q1. What is Segmentation
Ans. 
Segmentation is the process of dividing a market into distinct groups of buyers who have different needs, characteristics, or behaviors.
• Segmentation helps companies target specific customer groups more effectively

• Types of segmentation include demographic, psychographic, behavioral, and geographic

• Example: A company may segment their market based on age, income level, or purchasing behavior
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Q2. What is Response Curve model
Ans. 
Response Curve model is a mathematical model used to describe the relationship between a stimulus and the response it generates.
• It is commonly used in fields such as psychology, biology, and economics to understand how different variables interact.

• The model typically involves plotting the stimulus on the x-axis and the response on the y-axis to visualize the relationship.

• It can help researchers predict how changes in t...read more
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Q1. Questions related to Data analytics and SharePoint for my role.
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Q2. Previous projects and their solutions.
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Q3. Tool used in previous company. (SharePoint, Power BI, Nintex, InfoPath, Power Apps, Workflows)
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Q1. Related to professional life and assurance to work.
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Q1. Salary details and candidature check.
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Q1. Difference between List and Tuple?
Ans. 
List is mutable, Tuple is immutable in Python.
• List can be modified after creation, Tuple cannot be modified

• List is defined using square brackets [], Tuple is defined using parentheses ()

• Example: list_example = [1, 2, 3], tuple_example = (4, 5, 6)
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Q2. Define a sales forecasting approach?
Ans. 
Sales forecasting approach is a method used to predict future sales based on historical data and market trends.
• Sales forecasting can be done using quantitative methods like time series analysis or qualitative methods like expert opinion.

• It involves analyzing past sales data, market trends, and other relevant factors to predict future sales.

• Different approaches include moving average method, exponential smoothing, regre...read more
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