The Via Data Analyst interview guide, interview questions, salary data, and interview experiences.

Via Data Analyst Interview Guide

<p>Getting ready for an Data Analyst interview at Via? The Via Data Analyst interview span across 10 to 12 different question topics. In preparing for the interview:</p>
<ul>
<li>Know what skills are necessary for Via Data Analyst roles.</li>
<li>Gain insights into the Data Analyst interview process at Via.</li>
<li>Practice real Via Data Analyst interview questions.</li>
</ul>
<p>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 Via Data Analyst interview.</p>


Getting ready for an Data Analyst interview at Via? The Via Data Analyst interview span across 10 to 12 different question topics. In preparing for the interview:

- Know what skills are necessary for Via Data Analyst roles.
- Gain insights into the Data Analyst interview process at Via.
- Practice real Via Data Analyst 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 Via Data Analyst interview.
        

Overview

Via Data Analyst Salary

<p>We've gathered this data from parsing thousands of interview experiences sourced from members.</p>

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

Via Data Analyst Interview Process

<p>As part of the financial management in a large corporation, the CFO wants to review the expenses in all departments for the previous financial year (2022).</p>

<p>Write a SQL query to calculate the total expenditure for each department in 2022. Additionally, for comparison purposes, return the average expense across all departments in 2022.</p>

<p><strong><em>Note:</em></strong> <em>The output should include the department name, the total expense, and the average expense (rounded to 2 decimal places). The data should be sorted in descending order by total expenditure.</em></p>

<h3><strong>Example:</strong></h3>

<p><strong>Input:</strong></p>

<p><code>departments</code> table</p>

<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>
</tbody>
</table>
<p><code>expenses</code> table</p>

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

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

<tr>
<td>department_id</td>
<td>INTEGER</td>
</tr>

<tr>
<td>amount</td>
<td>FLOAT</td>
</tr>

<tr>
<td>date</td>
<td>DATE</td>
</tr>
</tbody>
</table>
<p><strong>Output:</strong></p>

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

<tbody>
<tr>
<td>department_name</td>
<td>VARCHAR</td>
</tr>

<tr>
<td>total_expense</td>
<td>FLOAT</td>
</tr>

<tr>
<td>average_expense</td>
<td>FLOAT</td>
</tr>
</tbody>
</table>


Calculate total and average expenses for each department.

Department Expenses

<p>The probability that it will rain tomorrow is dependent on whether or not it is raining today and whether or not it rained yesterday.</p>

<p>If it rained yesterday and today, there is a 20% chance it will rain tomorrow. If it rained one of the days, there is a 60% chance it will rain tomorrow. If it rained neither today nor yesterday, there is a 20% chance it will rain tomorrow.</p>

<p>Given that it is raining today and that it rained yesterday, write a function <code>rain_days</code> to calculate the probability that it will rain on the nth day after today.</p>

<p><strong>Example:</strong></p>

<p><strong>Input:</strong></p>

<pre tabindex="0" class="chroma"><code><span class="line"><span class="cl"><span class="n">n</span><span class="o">=</span><span class="mi">5</span>
</span></span></code></pre>

<p><strong>Output:</strong></p>

<pre tabindex="0" class="chroma"><code><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">rain_days</span><span class="p">(</span><span class="n">n</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="mf">0.39968</span>
</span></span></code></pre>


Given that it is raining today and that it rained yesterday, write a function to calculate the probability that it will rain on the nth day after today.

Rain in N Days

<p>Let’s say that you’re a data scientist at Robinhood. </p>

<p>How do we measure the launch of Robinhood’s fractional shares program?</p>


<p>Let’s say you are a data scientist at Robinhood.</p>

<p>Robinhood is introducing a program to allow users to buy fractional shares of publically listed companies.</p>

<p>Focusing in on the activity of new users, which of the following metrics would be the LEAST important to keep track of in determining if the program added value to Robinhood’s platform for new users?</p>


Let's say you are a data scientist at Robinhood. 



Robinhood is introducing a program to allow users to buy fractional shares of publically listed companies.



Focusing in on the activity of new users, which of the following metrics would be the LEAST important to keep track of in determining if the program added value to Robinhood's platform for new users?

Fractional Shares Metrics

Fractional Shares

Via Data Analyst Interview Questions

Via is using technology to transform transportation around the world. From changing a single person's daily commute to reducing humanity's collective environmental footprint - we've got huge goals.<br><br>As a <strong>Senior Product Manager, Transportation Platforms </strong>at Via, you will lead a complex set of products and features that impact our primary user and buyer - public sector transit agencies, municipalities and governments. Via prides itself on being a true partner to the public sector in helping make transit better for everyone but especially those in low income and minority communities. Via is not only a category leader in on-demand transit but has brought its exceptional technology and expertise to the Paratransit & Student transit world. You will be joining Via at a time of rapid growth, impacting hundreds of thousands of riders weekly, many of whom represent special needs populations, students, caregivers etc. As a Senior Product Manager you will bring vision but also sensitivity and empathy to these users, respectfully build products that help make their trips easier and help transit agencies achieve their mission of equitable transportation.<br><br><strong>What You'll Do:</strong><br><ul><li>Be the lead PM who charts the path for extending Via's industry leading transit app platform from on-demand to paratransit, school buses and fixed lines.</li><li>Design features with an eye towards special needs populations such as paratransit riders, students and caregivers ensuring that each experience is purposeful </li><li>Envision diverse user journeys based on the populations we are serving so that each one is fulfilled in an efficient and intuitive way while building products flexibly and scalably.</li><li>Design products that serve rides based on rider eligibility, special conditions and disability aids</li><li>Aid agencies in securing funding for their transit operations through proper reporting, billing and transparency across the system. </li><li>Strive for excellence with every last pixel on the screen - build intuitive, delightful UI with a clear, articulate and friendly voice/copy.</li><li>Build products that help increase rider satisfaction; Obsessively track ratings and reviews to find ways to raise the bar</li><li>Bring "network thinking" to bear and reflect the perfect experience as the rider interacts with other personas such as caregivers, drivers and transit personnel.</li><li>Build inclusively for all customers with Accessibility as a driving principle for each build.</li><li>Act as a focal point while working closely with all areas of the company as Software Development, QA, Project Management and Business teams - daily interaction at a deeply detailed level.</li></ul><br><strong>Who You Are:</strong><br><ul><li>You are an experienced product manager, with a minimum of 5-7 years of experience in successful startups or large companies operating on a global scale with a focus on Mobile technologies and app development</li><li>Able to digest market research & customer feedback along with having a crisp understanding of technical requirements and constraints to paint a vision of what a great product could look like.</li><li>Demonstrated success in handling an end-to-end product lifecycle with the ability to drive product planning, development, and launch.</li><li>Excellent analytical abilities and a strong business acumen - an MBA is a plus.</li><li>A great multitasker who thrives in a dynamic, fast-paced work environment.</li><li>Pro-active and independent achiever, self-learner, able to handle a task from idea to production.</li><li>Team Player, with great communication/listening skills and a can-do attitude.</li><li>You have a passion for apps, public transit, mapping, and accessibility - working experience in these areas is a plus.</li></ul><br><strong>Compensation and Benefits:</strong><br><ul><li>Final salary will be determined by the candidate's experience, knowledge, and skills. Salary reflected does not include equity or variable pay, where applicable</li><li>Salary Range: $150,000-$190,000</li><li>We are proud to offer a generous and comprehensive benefits package, including free medical plans and 401K matching</li></ul><br>We're Via, and we build technology that changes the way the world moves. We pioneered the TransitTech category to ensure that the future of transportation is shared, dynamic public mobility - the kind that reduces carbon emissions across congested cities, minimizes reliance on private cars, and provides everyone with accessible, efficient, and affordable ways of getting around. <br><br>We created the first end-to-end TransitTech solution for cities and transit agencies, offering world-class software, service design, and operational expertise to fundamentally improve the way the world moves.<br><br>Via was founded with the guiding principle that we go further when we go together. We are dedicated to building a diverse, inclusive and authentic workplace. If you're excited about this role but your past experience doesn't align perfectly with every qualification in the job description, we encourage you to apply anyways. You may be just the right candidate for this or other roles. All backgrounds, identities, and voices are welcomed and celebrated at Via.<br><br>Ready to join the ride? <br><br>Via is an equal opportunity employer.

Via is using technology to transform transportation around the world. From changing a single person's daily commute to reducing humanity's collective environmental footprint - we've got huge goals.<br><br>As a <strong>Senior</strong> <strong>Algo Product Manager</strong>, you'll build the next generation of algorithms, routing and machine learning systems that will help us revolutionize the transportation industry.<br><br><strong>What You'll Do:</strong><br><ul><li>Own the end-to-end product lifecycle for our algorithms, routing and machine learning systems</li><li>Lead product lifecycle from ideation through technical development, to launch</li><li>Develop a short and long-term roadmap for our products by leveraging customer feedback, data, trends, and strategic initiatives</li><li>Work closely with internal and external stakeholders to ensure the prioritization of features and products that will have the most significant impact</li><li>Guide our best in class algorithm and developments teams to solve complicated problems by integrating with other product managers across the organization</li></ul><br><strong>Who You Are:</strong> <br><ul><li>Minimum of 6 years of Product Management experience in B2C or B2B SaaS products </li><li>Experience in algorithms, and/or machine learning based products</li><li>Experience leading cross-functional teams, including Algo and Data-science team, with excellent communication skills</li><li>Strong technical background, with a scientific degree or equivalent experience in complex algorithm-based products</li><li>Demonstrated success in handling an end-to-end product lifecycle with the ability to drive product planning, development, and launch</li><li>A strong executor with a proven track record of delivering impactful solutions</li><li>A user-centric approach with the ability to blend technical expertise and UX</li><li>Detail-oriented and thorough with the ability to effectively juggle multiple projects in a highly fluid work environment</li><li>Thrive in fast-paced environments and balance delivery of MVPs with an unwavering commitment to world-class products</li><li>A firm believer in a "Data First" philosophy but can also make decisions in ambiguous situations</li></ul><br><strong>Compensation and Benefits</strong><br><ul><li>Final salary will be determined by the candidate's experience, knowledge, and skills. Salary reflected does not include equity or variable pay, where applicable</li><li>Salary Range: $150,000-$190,000</li><li>We are proud to offer a generous and comprehensive benefits package, including free medical plans and 401K matching</li></ul><br>We're Via, and we build technology that changes the way the world moves. We pioneered the TransitTech category to ensure that the future of transportation is shared, dynamic public mobility - the kind that reduces carbon emissions across congested cities, minimizes reliance on private cars, and provides everyone with accessible, efficient, and affordable ways of getting around. <br><br>We created the first end-to-end TransitTech solution for cities and transit agencies, offering world-class software, service design, and operational expertise to fundamentally improve the way the world moves.<br><br>Via was founded with the guiding principle that we go further when we go together. We are dedicated to building a diverse, inclusive and authentic workplace. If you're excited about this role but your past experience doesn't align perfectly with every qualification in the job description, we encourage you to apply anyways. You may be just the right candidate for this or other roles. All backgrounds, identities, and voices are welcomed and celebrated at Via.<br><br>Ready to join the ride? <br><br>Via is an equal opportunity employer.

<h3>Job Description</h3><div>Job Description<div><p>Economic Trade Data Analyst - DOC BIS (Hybrid - TS/SCI required)</p><p><strong>Location: Washington, D.C.</strong></p><br /><p>BluePath Labs is a fast-growing research and consulting company committed to solving complex problems for federal, state, and local government clients. We offer a range of professional, scientific, and technology services. Our specific areas of expertise include business consulting, research and data science, and technology integration.</p><p>We are actively seeking an experienced Economic Trade Data Analyst to support the U.S. Department of Commerce's (DOC's) Bureau of Industry and Security (BIS) in efforts to advance national security, foreign policy, and economic interests.</p><p><strong>This role will report in person to the Department of Commerce, Herbert C. Hoover Building (HCHB), Washington, DC 20230 two to three days per week.</strong></p><p><strong>Work Description:</strong></p><p>The Bureau of Industry and Security (BIS) develops export control policies, issues export licenses, and prosecutes violators to heighten the nation's economic prosperity. Additionally, BIS develops and implements policies and programs that ensure a strong, technologically superior defense industrial base. The objective of this project is to enhance the Office of Technology Evaluation's ability to conduct technical analysis, research, data analytics, data visualization, and technical support for the BIS Export Administration (EA).</p><p>In support of this program, the Economic Trade Data Analyst will provide advanced data analysis and integration support for the BIS Export Administration.</p><p><strong>Responsibilities: </strong>The Economic Trade Data Analyst will work on a project delivery team, and support all task activities and project deliverables, such as:</p><ul><li>Conduct qualitative and quantitative analyses of export policies and national security controls, U.S. industry's <span class="long-word">economic/regulatory</span> concerns, and any impact to the Export Control Reform Act.</li><li>Develop and apply operations research / statistical / mathematical / artificial intelligence / machine learning methodologies and techniques to analyze the effects of export controls</li><li>Writing SQL codes and using analytic tools to produce data analyses and visualizations for various audiences including Senior executives and external stakeholders </li><li>Review export and reexport transactions to identify noncompliance from foreign intermediaries and end users through a variety of data sources.</li><li>Support consultation with Allies/partner countries and outreach to industry.</li><li>Gather and analyze data from public, commercial, and government sources to assess effectiveness of licensing system and multilateral partnerships.</li><li>Analyze and assist the evaluation of the capabilities, effectiveness, feasibility, and costs of proposed alternative export policies.</li><li>Perform advanced supply chain analysis on domestic and international supply chains on a variety of industries, technologies, and product categories. Provide technical assistance regarding parametric and analytical supply chain analysis related to commodities and technologies of concern to the Department of Commerce.</li><li>Apply advanced statistical and quantitative evaluation methods to develop and or recommend courses of action, management methodologies, and action implementation plans in directed recurring studies.</li><li>Support and advise on implementation of collaborative knowledge management systems, (i.e., SharePoint, SQL, data management)</li></ul><p><strong>Minimum Requirements: </strong></p><ul><li>U.S. Citizenship</li><li>Bachelor's Degree in Economics, Statistics, Mathematics, International Relations, Public Policy, Social Sciences, or other relevant field</li><li>6+ years of relevant trade data analysis and project management experience</li><li>Ability to understand data structures and write SQL queries and analyze/present results</li><li>Proficient with data preparation and visualization tools such as PowerBI, Alteryx, Snowflake</li><li>TS/SCI Clearance</li></ul><p><strong>Preferred Qualifications: </strong></p><ul><li>Working knowledge of data science programming in Python</li><li>Experience with Palentir platform to include Foundry</li><li>Understanding of common data science toolkits</li><li>Independent problem-solving</li><li>Strong writing and editing skills</li><li>Willingness to learn</li><li>Ability to collaborate and work effectively remotely and in-person</li></ul><br /><p><strong>Benefits:</strong></p><p>BluePath Labs offers a comprehensive benefits package. Benefits include, but are not limited to: healthcare reimbursement, lifestyle & wellness reimbursement, Flexible Spending Account (FSA), tuition assistance, 401(k) with company match, and paid time off for vacation / sick leave, in addition to 12 holidays per calendar year.</p><p><strong>About BluePath</strong></p><p>BluePath Labs combines mission and business insights with advanced technologies to deliver measurable performance improvements for our clients. BluePath is dedicated to surpassing client expectations by always living by our core values of integrity, professionalism, and resilience. BluePath's extensive experience in Government, Military, Commercial, and Academic environments is unique among small businesses and a core differentiator of our solutions. Our multidisciplinary background allows us to solve diverse and complex problems. Most importantly, we work closely with our clients to frame problems correctly, optimize processes, leverage technologies, and implement enduring solutions. Labs are where ideas are born, experiments occur, and breakthroughs happen. It is the hallmark of BluePath's culture.</p><p><strong><span class="long-word">https://www.bluepathlabs.com/</span></strong></p><p>BluePath Labs is an equal opportunity employer.</p></div></div>

<h3>Job Description</h3><div>Job Description<div>Overview<div>The Data Analyst plays a pivotal role in interpreting data and providing actionable insights to support business decisions. This position is vital for organizations seeking to leverage data to improve operational efficiency, enhance customer experiences, and drive strategic initiatives. The Data Analyst will work closely with various departments to analyze complex datasets, identify trends, and compile reports that drive decision-making processes. By transforming raw data into meaningful insights, the Data Analyst ensures that data-driven strategies align with organizational goals. Success in this role requires not only technical skills in data management and analysis but also effective communication and collaboration with stakeholders. Ultimately, the Data Analyst facilitates a culture of data literacy and continuous improvement across the organization.</div>Key Responsibilities<ul><li>Collect and preprocess data from various sources for analysis.</li><li>Analyze datasets to identify patterns and trends that support decision-making.</li><li>Create and maintain dashboards and reports to visualize data insights.</li><li>Work collaboratively with cross-functional teams to define data requirements.</li><li>Perform statistical analyses to validate data trends and forecasts.</li><li>Generate comprehensive reports summarizing findings and recommendations.</li><li>Utilize SQL to extract and manipulate data from databases.</li><li>Develop and maintain documentation for data processes and methodologies.</li><li>Monitor data quality and integrity, implementing improvements as necessary.</li><li>Provide training and support to staff on data usage and reporting tools.</li><li>Conduct ad-hoc analyses to explore specific business questions.</li><li>Stay updated on industry trends and advancements in data analytics.</li><li>Assist in developing data collection systems for better analytics.</li><li>Participate in meetings with stakeholders to present findings and insights.</li><li>Adhere to organizational policies regarding data security and confidentiality.</li></ul>Required Qualifications<ul><li>Bachelor's degree in Data Science, Statistics, Computer Science, or a related field.</li><li>Minimum of 4 years of relevant work experience in data analysis or a related role.</li><li>Proficient in data visualization tools such as Tableau or Power BI.</li><li>Strong experience with SQL and database management.</li><li>Knowledge of statistical software (e.g., R, SAS, or Python).</li><li>Demonstrated ability to analyze large datasets effectively.</li><li>Excellent problem-solving skills and attention to detail.</li><li>Ability to communicate complex data insights in a clear manner.</li><li>Familiarity with data warehousing concepts is a plus.</li><li>Experience with machine learning techniques is advantageous.</li><li>Strong organizational skills with the ability to manage multiple projects.</li><li>Understanding of data privacy regulations and compliance standards.</li><li>Capable of working independently and collaboratively in a team environment.</li><li>Proactive approach to exploring and utilizing new data technologies.</li><li>Exceptional analytical skills and a passion for data-driven solutions.</li></ul></div></div>

<h3>Job Description</h3><div>Job Description<div><p>Data Analyst position is on-site in the Bronx, NY Monday to Friday. Our client, a nationally renowned academic medical center and integrated healthcare delivery system, is currently hiring a Data Analyst. This role reports to the Unified Administrator, Assistant Administrator, and Director of Finance.  He/she will apply insights and a variety of analytical techniques to conceive process improvements and develop effective solutions to <span class="long-word">operational/technical</span> issues.  The candidate will operate in a rapid environment that values an entrepreneurial mindset and an applied practical approach to execution.  This position is critical to expanding Radiology informatics capability to generate and disseminate analytics and reporting in a timely manner. <br /><strong>Responsibilities:</strong></p><ul><li>Perform data import, export and manipulation to provide operational decision support</li><li>Develop and formalize user specification to address data export, data integrity and reporting needs</li><li>Adept at planning and prioritizing work to meet commitments aligned with organization requirement</li><li>An effective communicator, capable of determining how best to reach different audiences and executing communications based on that understanding</li><li>Perform data import, export and manipulation to provide operational decision support</li><li>Develop and formalize user specification to address data export, data integrity and reporting needs</li><li>Adept at planning and prioritizing work to meet commitments aligned with organizational requirements</li><li>An effective communicator, capable of determining how best to reach different audiences and executing communications based on that understanding</li><li>Create data visualization and dashboards from CDW and Universe environment</li></ul><p><strong>Requirements: </strong></p><ul><li>Bachelor’s degree and 3-7 years of relevant work experience - ideally from a healthcare environment</li><li>Strong analytical/ problem-solving skills, with the ability to grasp and synthesize findings, develop alternative solutions and clearly articulate recommended options</li><li>Excellent written, verbal and interpersonal skills</li><li>Proven ability to multi-task with demanding timeframes</li><li>Strongly preferred knowledge of programming language such as SQL</li><li>5 days on site - THIS IS NOT A REMOTE OR HYBRID ROLE</li></ul><p><strong>Salary: </strong>The posted range is not a guarantee. The actual salary will be based on qualifications, experience, and education and could fall outside of this range. Contact us for more information. </p></div>Company Description<div>We provide full-service Healthcare Recruitment solutions. We identify, attract, engage, and connect the best possible talent with quality healthcare professionals. We build teams, provide executive recruitment solutions and discover high-performance candidates on behalf of our client partners. Our strength lies in our proven recruitment strategies, leadership in the larger healthcare community (regional and national), and networking.</div></div><h3>Company Description</h3><div>We provide full-service Healthcare Recruitment solutions. We identify, attract, engage, and connect the best possible talent with quality healthcare professionals. We build teams, provide executive recruitment solutions and discover high-performance candidates on behalf of our client partners. Our strength lies in our proven recruitment strategies, leadership in the larger healthcare community (regional and national), and networking.</div>

Via Data Analyst Interview Guide

Overview

Via Data Analyst Salary

Via Data Analyst Interview Process

Via Data Analyst Interview Questions

Via Data Analyst Jobs