The SmartNews Business Intelligence interview guide, interview questions, salary data, and interview experiences.

SmartNews Business Intelligence Interview Guide

Getting ready for an Business Intelligence interview at SmartNews? The SmartNews Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:
<ul>
<li>Know what skills are necessary for SmartNews Business Intelligence roles.</li>
<li>Gain insights into the Business Intelligence interview process at SmartNews.</li>
<li>Practice real SmartNews Business Intelligence interview questions.</li>
</ul>
Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the SmartNews Business Intelligence interview.


Getting ready for an Business Intelligence interview at SmartNews? The SmartNews Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:

- Know what skills are necessary for SmartNews Business Intelligence roles.
- Gain insights into the Business Intelligence interview process at SmartNews.
- Practice real SmartNews Business Intelligence interview questions.

Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the SmartNews Business Intelligence interview.
        

Overview

SmartNews Business Intelligence Salary

We've gathered this data from parsing thousands of interview experiences sourced from members.

We've gathered this data from parsing thousands of interview experiences sourced from members.

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

SmartNews Business Intelligence Interview Process

We’re given a table of bank transactions with three columns, <code>user_id</code>, a deposit or withdrawal value (determined if the value is positive or negative), and <code>created_at</code> time for each transaction.

Write a query to get the total three-day rolling average for deposits by day.

Note: Please use the format <code>&#39;%Y-%m-%d&#39;</code> for the date in the outout

Example:

Input:

<code>bank_transactions</code> table

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

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

<tr>
<td><code>created_at</code></td>
<td>DATETIME</td>
</tr>

<tr>
<td><code>transaction_value</code></td>
<td>FLOAT</td>
</tr>
</tbody>
</table>
Output:

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

<tbody>
<tr>
<td><code>dt</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>rolling_three_day</code></td>
<td>FLOAT</td>
</tr>
</tbody>
</table>

Rolling Bank Transactions

You’ve been asked to analyze the player’s behaviors at a gaming company.

Write a query to get the number of players who played between 5 and 10 games (5 and 10 excluded), and the number of players who played 10 games or more.

Example:

Input:

<code>players</code> table

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

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

<tr>
<td>name</td>
<td>VARCHAR</td>
</tr>

<tr>
<td>games_played</td>
<td>INTEGER</td>
</tr>

<tr>
<td>registered_at</td>
<td>TIMESTAMP</td>
</tr>
</tbody>
</table>
Output:

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

<tbody>
<tr>
<td>players_more_than_5_to_10_games</td>
<td>INTEGER</td>
</tr>

<tr>
<td>players_10_plus_games</td>
<td>INTEGER</td>
</tr>
</tbody>
</table>

Obtain count of players based on games played.

Player Analysis

What are the logistic and softmax functions? What is the difference between the two?

What makes them useful for use in logistic regression?

In logistic regression, how is the predicted class determined based on the logistic function?

In logistic regression, how is the predicted class determined based on the logistic function?

Softmax vs Logistic II

What is the key characteristic of the logistic function that makes it useful for mapping continuous values to a probability?

What is the key characteristic of the logistic function that makes it useful for mapping continuous values to a probability?

Softmax vs Logistic I

What are the logistic and softmax functions? What is the difference between the two?

Softmax vs Logistic

SmartNews Business Intelligence Interview Questions

About SmartNews

SmartNews is a global leader in redefining information and news discovery, committed to providing users with accurate, timely information and supporting quality journalism. We combine the power of our unique machine-learning technology with the expertise of our first-rate editorial team to bring news that matters to millions of users from our over 3,000 global publishing partners.

Founded in 2012 in Tokyo, Japan, SmartNews has offices in Tokyo, San Francisco, Palo Alto, New York, and Singapore.

The Team & Role

Our team plays a critical role in driving the company's growth by providing actionable data insights that inform key decisions across Engineering, Product, Sales, and other departments. We focus on a wide range of projects, including ad algorithm analysis, business performance evaluation, user behavior analysis, business dashboard development, A/B testing, etc. Our ultimate goal is to leverage data to optimize strategies and maximize revenue.

As a Data Scientist, your mission is to deliver high-impact data insights that empower our teams to make the best possible decisions in a fast-paced environment. You will be instrumental in supporting the expansion of our advertising business in the US, working closely with local & global team members to analyze data, refine strategies, and drive success in this exciting new venture.

Responsibilities
Lead and deliver actionable analytics insights to grow Ad business
Partner with cross-functional teams across the organization such as Product Managers, Engineering, and business teams
Work closely with product managers, business partners, and engineers to prioritize data projects that will maximize business impact and inform product strategy and planning.
Develop metrics, analytics frameworks, develop dashboards, and data science roadmaps to drive the decision-making process at all levels of the company.
Be hands-on in conducting analysis and providing actionable insights regarding UI updates, ranking updates, marketing updates, and so on
Be responsible for managing revenue metrics, conducting deep dive analysis to better understand customer trends, and proposing actions
Requirements

Required Experience:     Advanced degrees are in Mathematics, Statistics, Computer Science or analytical field
5 or more years of analytical work experience related to online advertising
3 or more years' experience in one or more programming languages used for data analysis (Python, R, etc.)
Prior experience working as a DS lead with cross-functional partners
Advanced SQL
Experience with data visualization with BI tools (Tableau or Redash are preferred)
Expert knowledge of A/B testing, applied statistics, and predictive modeling (fit regression curves, build predictive models, choose sample sizes, etc.)
Business-level English
Nice to have experiences/skills     Experience of working collaboratively with global teams
Understanding of data engineering tasks (e.g. data warehousing, model deployment, using data workflow tools like dbt or Airflow)
Experience related to Ad business growth, product features development, B2B sales and marketing
Benefits

Compensation and Benefits     Compensation range: $175,000 to $270,000 base salary, plus bonus and equity
401(k) with employer matching
Up to 100% medical, dental, and vision insurance for you and your family
A benefits plan with monthly allowances
Complimentary lunch, snacks, and beverages in the office

Click here for more details

About SmartNews SmartNews is a global leader in redefining information and news discovery, committed to providing users with accurate, timely information and supporting quality journalism. We combine the power of our unique machine-learning technology with the expertise of our first-rate editorial team to bring news that matters to millions of users from our over 3,000 global publishing partners. Founded in 2012 in Tokyo, Japan, SmartNews has offices in Tokyo, San Francisco, Palo Alto, New York, and Singapore. The Team & Role Our team plays a critical role in driving the company's growth by providing actionable data insights that inform key decisions across Engineering, Product, Sales, and other departments. We focus on a wide range of projects, including ad algorithm analysis, business performance evaluation, user behavior analysis, business dashboard development, A/B testing, etc. Our ultimate goal is to leverage data to optimize strategies and maximize revenue. As a Data Scientist, your mission is to deliver high-impact data insights that empower our teams to make the best possible decisions in a fast-paced environment. You will be instrumental in supporting the expansion of our advertising business in the US, working closely with local & global team members to analyze data, refine strategies, and drive success in this exciting new venture. Responsibilities <ul> <li>Lead and deliver actionable analytics insights to grow Ad business</li> <li>Partner with cross-functional teams across the organization such as Product Managers, Engineering, and business teams</li> <li>Work closely with product managers, business partners, and engineers to prioritize data projects that will maximize business impact and inform product strategy and planning.</li> <li>Develop metrics, analytics frameworks, develop dashboards, and data science roadmaps to drive the decision-making process at all levels of the company.</li> <li>Be hands-on in conducting analysis and providing actionable insights regarding UI updates, ranking updates, marketing updates, and so on</li> <li>Be responsible for managing revenue metrics, conducting deep dive analysis to better understand customer trends, and proposing actions</li> </ul>Requirements Required Experience: <ul> <li>Advanced degrees are in Mathematics, Statistics, Computer Science or analytical field</li> <li>5 or more years of analytical work experience related to online advertising</li> <li>3 or more years' experience in one or more programming languages used for data analysis (Python, R, etc.)</li> <li>Prior experience working as a DS lead with cross-functional partners</li> <li>Advanced SQL</li> <li>Experience with data visualization with BI tools (Tableau or Redash are preferred)</li> <li>Expert knowledge of A/B testing, applied statistics, and predictive modeling (fit regression curves, build predictive models, choose sample sizes, etc.)</li> <li>Business-level English</li> </ul>Nice to have experiences/skills <ul> <li>Experience of working collaboratively with global teams</li> <li>Understanding of data engineering tasks (e.g. data warehousing, model deployment, using data workflow tools like dbt or Airflow)</li> <li>Experience related to Ad business growth, product features development, B2B sales and marketing</li> </ul>Benefits Compensation and Benefits <ul> <li>Compensation range: $175,000 to $270,000 base salary, plus bonus and equity </li> <li>401(k) with employer matching</li> <li>Up to 100% medical, dental, and vision insurance for you and your family</li> <li>A benefits plan with monthly allowances</li> <li>Complimentary lunch, snacks, and beverages in the office</li> </ul> Click here for more details

About SmartNews SmartNews is a global leader in redefining information and news discovery, committed to providing users with accurate, timely information and supporting quality journalism. We combine the power of our unique machine-learning technology with the expertise of our first-rate editorial team to bring news that matters to millions of users from our over 3,000 global publishing partners. Founded in 2012 in Tokyo, Japan, SmartNews has offices in Tokyo, San Francisco, Palo Alto, New York, and Singapore. The Team The Ad Product Team enhances user engagement by seamlessly integrating relevant advertisements into the news reading experience. They help businesses connect with their ideal audience, fostering a mutually beneficial relationship between users and advertisers. The Role As a Senior Product Manager, you will drive impactful product changes by developing and executing a focused ads strategy. You will collaborate with cross-functional teams to translate strategy into successful features, make key decisions on prioritization, and lead teams to deliver results. Additionally, you will manage the product lifecycle to ensure the seamless integration of ads into the overall user experience. Here's what you'll do! <ul> <li>Ship positive product change to customers</li> <li>Build ads strategy as part of overarching product strategy</li> <li>Translate the ads strategy to executions, working with cross functional partners</li> <li>Make hard decisions to prioritize, pivot, and cancel initiatives</li> <li>Lead and motivate the team to deliver products</li> <li>Manage the product life cycle</li> </ul> Requirements Minimum requirements <ul> <li>8+ years of product management or equivalent experience. 3 years within AdTech</li> <li>Proven experience working on large cross-functional initiatives</li> <li>Strong understanding of digital advertising and consumer privacy best practices</li> <li>Experience of navigating through a successful full product lifecycle</li> <li>Attention to details while keeping the big picture</li> <li>Strong communication and interpersonal skills</li> <li>Exceptional analytical and problem-solving skills</li> </ul> Nice to have experiences/skillsets <ul> <li>Technical degree (computer science, engineering, mathematics, statistics, economics or related field)</li> <li>Experience with building 1st party ads products (search, native or display)</li> <li>Proven track record of building ML solutions</li> <li>Proficiency in Japanese language is highly valued </li> </ul> Benefits Compensation and Benefits <ul> <li>Compensation range: 178,500 ~ 241,500 base salary, plus bonus and equity </li> <li>401(k) with employer matching</li> <li>Up to 100% medical, dental, and vision insurance for you and your family</li> <li>A benefits plan with monthly allowances</li> <li>Complimentary lunch, snacks, and beverages in the office</li> </ul> Click here for more details

About SmartNews SmartNews is a global leader in redefining information and news discovery, committed to providing users with accurate, timely information and supporting quality journalism. We combine the power of our unique machine-learning technology with the expertise of our first-rate editorial team to bring news that matters to millions of users from our over 3,000 global publishing partners. Founded in 2012 in Tokyo, Japan, SmartNews has offices in Tokyo, San Francisco, Palo Alto, New York, and Singapore. The Team & Role Our team plays a critical role in driving the company's growth by providing actionable data insights that inform key decisions across Engineering, Product, Sales, and other departments. We focus on a wide range of projects, including ad algorithm analysis, business performance evaluation, user behavior analysis, business dashboard development, A/B testing, etc. Our ultimate goal is to leverage data to optimize strategies and maximize revenue. As a Data Scientist, your mission is to deliver high-impact data insights that empower our teams to make the best possible decisions in a fast-paced environment. You will be instrumental in supporting the expansion of our advertising business in the US, working closely with local & global team members to analyze data, refine strategies, and drive success in this exciting new venture. Responsibilities <ul> <li>Lead and deliver actionable analytics insights to grow Ad business</li> <li>Partner with cross-functional teams across the organization such as Product Managers, Engineering, and business teams</li> <li>Work closely with product managers, business partners, and engineers to prioritize data projects that will maximize business impact and inform product strategy and planning.</li> <li>Develop metrics, analytics frameworks, develop dashboards, and data science roadmaps to drive the decision-making process at all levels of the company.</li> <li>Be hands-on in conducting analysis and providing actionable insights regarding UI updates, ranking updates, marketing updates, and so on</li> <li>Be responsible for managing revenue metrics, conducting deep dive analysis to better understand customer trends, and proposing actions</li> </ul> Requirements Required Experience: <ul> <li>Advanced degrees are in Mathematics, Statistics, Computer Science or analytical field</li> <li>5 or more years of analytical work experience related to online advertising</li> <li>3 or more years' experience in one or more programming languages used for data analysis (Python, R, etc.)</li> <li>Prior experience working as a DS lead with cross-functional partners</li> <li>Advanced SQL</li> <li>Experience with data visualization with BI tools (Tableau or Redash are preferred)</li> <li>Expert knowledge of A/B testing, applied statistics, and predictive modeling (fit regression curves, build predictive models, choose sample sizes, etc.)</li> <li>Business-level English</li> </ul> Nice to have experiences/skills <ul> <li>Experience of working collaboratively with global teams</li> <li>Understanding of data engineering tasks (e.g. data warehousing, model deployment, using data workflow tools like dbt or Airflow)</li> <li>Experience related to Ad business growth, product features development, B2B sales and marketing</li> </ul> Benefits Compensation and Benefits <ul> <li>Compensation range: $175,000 to $270,000 base salary, plus bonus and equity </li> <li>401(k) with employer matching</li> <li>Up to 100% medical, dental, and vision insurance for you and your family</li> <li>A benefits plan with monthly allowances</li> <li>Complimentary lunch, snacks, and beverages in the office</li> </ul> Click here for more details

SmartNews Business Intelligence Interview Guide

Overview

SmartNews Business Intelligence Salary

SmartNews Business Intelligence Interview Process

SmartNews Business Intelligence Interview Questions

SmartNews Business Intelligence Jobs