Otsuka Pharmaceutical India Private Limited Trainee Interview Questions and Answers

Q1. SQL related - Joins, Range, Limits
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Q2. .Net related - syntax, basic programs
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Q1. Previous experience
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Q2. Comfortability with shifts
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Q1. Share your difficult situation?
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I faced a difficult situation when a critical project deadline was approaching and we encountered unexpected technical issues.
• Technical issues arose during a critical project

• Deadline was approaching

• Had to find quick solutions to resolve the issues

• Coordinated with team members to troubleshoot and fix the problems

• Implemented contingency plans to ensure project completion on time
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Q1. Az values and principles. And Jab related questions
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Q1. What is Segmentation
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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
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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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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

Q1. How to evaluate classification model.
Ans. 
Evaluation of a classification model involves assessing its performance and accuracy.
• Calculate accuracy, precision, recall, and F1 score

• Use confusion matrix to analyze true positives, true negatives, false positives, and false negatives

• Consider ROC curve and AUC to measure model's ability to distinguish between classes

• Cross-validation and train-test split can be used to validate the model's performance

• Compare the model
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Q2. What is list comprehension?
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List comprehension is a concise way to create lists in Python by combining loops and conditional statements.
• List comprehension is written inside square brackets []

• It consists of an expression followed by a for loop and optional if statements

• It can be used to create new lists, filter existing lists, or transform elements in a list

• Example: squares = [x**2 for x in range(1, 6)]

• Example: evens = [x for x in range(1, 11) if
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Q1. How you fit for this position
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Q2. What is your strength
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Q1. What is salary expectaton
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Reasoning, English, Chemistry

Q1. Basic chemistry
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Q2. Uv Principal explain
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The UV Principal explains the concept of ultraviolet (UV) radiation and its properties.
• UV radiation is a type of electromagnetic radiation with a shorter wavelength than visible light.

• UV radiation is divided into three categories: UVA, UVB, and UVC.

• UV radiation can have both positive (e.g. vitamin D synthesis) and negative (e.g. skin damage) effects on humans.

• UV radiation is commonly used in sterilization processes and
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Q3. Molecule weight
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Q4. Aqueous and non aqueous solution
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Q1. Salary discuss, your cl , about company etc
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Q1. Regarding ALCOA principles,filter integrity, Area and equipment qualifications, media fill
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Q1. Business related questions based on CV
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Q2. What are your aspirations for the role?
Ans. 
My aspiration for the role is to utilize my expertise to drive impactful change and deliver exceptional results for clients.
• To leverage my skills and experience to provide valuable insights and recommendations to clients

• To collaborate with team members to develop innovative solutions to complex problems

• To continuously learn and grow professionally in order to stay ahead in the consulting industry
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