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unison controls private limited is a machinery company based out of 16 dhanlakshmi industrielestetnr police comm office shahibaug rd, ahmedabad, gujarat, india.

unison controls private limited is a machinery company based out of 16 dhanlakshmi industrielestetnr police comm office shahibaug rd, ahmedabad, gujarat, india.

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Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Let’s say we have a table with an <code>id</code> and <code>name</code> fields. The table holds over 100 million rows and we want to sample a random row in the table without throttling the database.

Write a query to randomly sample a row from this table.

Input:

<code>big_table</code> table

<table>
<thead>
<tr>
<th>Columns</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>name</code></td>
<td>VARCHAR</td>
</tr>
</tbody>
</table>

Write a query to randomly sample a row from a big table.

Random SQL Sample

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

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Job Title: Business Analyst - Retail BusinessLocation: Navi MumbaiExperience: 5-15 Years in Business Planning and AnalysisQualification: Qualified Chartered Accountant with FP&A background Why This Role?<ul><li>Strategic Influence: Contribute to business strategy and decision-making with your expertise in financial planning and analysis.</li><li>Retail Focus: Apply your skills to the retail industry, impacting business performance and growth.</li><li>Career Development: Opportunity to advance in a challenging and rewarding environment.</li></ul>Key Responsibilities:<ul><li>Business Planning & Analysis:</li><li>Develop and manage comprehensive business plans and budgets, with a focus on financial forecasting and performance analysis.</li><li>Analyze financial data to provide actionable insights and recommendations to support strategic decision-making.</li><li>Financial Reporting:</li><li>Prepare detailed financial reports and dashboards to track business performance and highlight key trends.</li><li>Monitor financial metrics and provide regular updates to senior management on performance against targets.</li><li>Performance Management:</li><li>Conduct variance analysis to identify discrepancies between actual and budgeted performance, recommending corrective actions as needed.</li><li>Evaluate business initiatives and projects to assess their financial impact and return on investment.</li><li>Strategic Planning:</li><li>Support the development of long-term business strategies and plans, ensuring alignment with overall company objectives.</li><li>Collaborate with cross-functional teams to drive business improvements and operational efficiencies.</li><li>Data Analysis:</li><li>Utilize data analytics tools to analyze sales, inventory, and market trends, providing insights for business optimization.</li><li>Prepare and present findings to stakeholders, making data-driven recommendations to enhance business performance.</li></ul>What We’re Looking For:<ul><li>Experience: 5-15 years of experience in business planning and analysis, with a background in financial planning and analysis (FP&A).</li><li>Qualification: Qualified Chartered Accountant with strong analytical and financial modeling skills.</li><li>Retail Knowledge: Experience in the retail industry is preferred, with an understanding of retail metrics and key performance indicators.</li><li>Skills: Proficient in financial analysis, forecasting, budgeting, and reporting.</li><li>Communication: Excellent communication and presentation skills to effectively convey insights and recommendations to senior management.</li><li>Attention to Detail: Strong attention to detail with the ability to work with large volumes of data and maintain accuracy.</li></ul> Contact: Interested candidates can WhatsApp their CV at 8586015169 or email at mukul.narula@unisoninternational.net

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