Prepare for and practice interview questions from Analytic Partners.

Analytic Partners Interview Questions

Analytic Partners Interview Guides

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

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

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?

Analytic Partners Salaries by Position

We are the Commercial Intelligence industry leader and the first to do it! We help brands use data to drive business growth, and we do this using a combination of technology and expert guidance that helps companies make the best possible decisions. Our Commercial Decision Platform GPS-Enterprise is the machine that turns data into actionable insights and our ROI Genome is our proprietary intelligence layer comprised of 20+ years of Analysis, Insights, and Learning. We measure the impact of Product, Sales, Operations, Customer Data and outside factors such as competitors, economic changes, seasonality, consumer mobility, and more to deliver impact. Our customers drive business growth by leveraging our technology and expert analyst! We're growing fast, with global operations across our full-service offices in New York City, Miami, Denver, Charlottesville, Dallas, Dublin, London, Paris, Hamburg, Munich, Sydney, Melbourne, Singapore, and Shanghai. Team Overview <ul> <ul><li>This is an exciting opportunity for a motivated technical talent to pursue a career in an innovative and fast-growing company. This role sits within the Product department. The mission of the Product department is to build business intelligence applications to solve practical marketing analytics problems. The Senior Software Engineer will participate in the full life-cycle of software development, from design, implementation, testing, and release while also leading and driving development within the team. </li><li>At the core, this role is responsible for implementing innovative solutions and driving transformational change across our application suite. This exciting opportunity will put you at the forefront of cutting-edge technologies as we continue to expand our solutions over time. You will join a multi-disciplinary team where Hard Work, Creativity, Vision and Talent is valued and rewarded. Development work is geared toward assisting Fortune 500 class clients discover real-world opportunities and efficiencies in their businesses. </li> <li>This role will be an integral part of shaping the development suite for our next-generation analytic solutions designed and built for our global clients. We work within an agile environment utilizing SCRUM concepts. This position offers tremendous professional growth opportunities. </li></ul> </ul>What We Value in You <ul> <ul><li>Have an interest in bringing knowledge to software development! </li> <li>Value continuous learning and can work independently as a natural problem solver. </li><li>Love to ideate, bring forth creative and practical solutions. </li><li>Challenge the status quo and always thinking about ways to improve. </li><li>Like to wear multiple hats and jump in to get the job done. </li><li>Receptive to feedback and are proactive about finding solutions. </li><li>Team player, with flexibility to adapt to new working environments. </li><li>A multitasker with excellent time management skills who can handle tight deadlines. </li></ul> </ul>What You'll Be Doing <ul> <ul><li>As a Senior Software Engineer, you'll design and implement solutions across our platforms that are high quality, require hard real time constraints, are easy to operate and maintain, and make the lives of product engineers easier. </li><li>You will work closely with other engineers and our product teams, to not only make these systems go faster and handle more and more data, but also to build revolutionary new products for our clients. </li><li>You will work closely with other engineers and our product teams, to not only make these systems go faster and handle more and more data, but also to build revolutionary new products for our clients. </li><li>This role will be an integral part of shaping the development suite for our next-generation analytic solutions designed and built for our global clients. We work within an agile environment utilizing SCRUM concepts. This position offers tremendous professional growth opportunities. </li></ul> </ul>What We Look for in You <ul> <ul><li>Bachelor's degree: Computer Science, Electrical Engineering or related field </li><li>4+ years of formal professional experience as a developer </li><li>Excellent written and verbal communication skills </li> <li>Agile learner and growth mindset with curiosity for learning and growth </li> <li>Ability to work independently or within a team </li><li>Ability to effectively prioritize and execute tasks </li><li>Drive solutions with minimal supervision </li> <li>Mastery of data structures and algorithms </li><li>Familiar with Jira, agile development process, and story mapping </li><li>Drive to deliver on time with high-quality software. </li><li>Excellent verbal and written communication </li> <li>Ability to present complex design from requirements. </li><li>Required: Python, MySQL/SQL Server, MongoDB, RESTful APIs, Flask, Docker, Cloud computing </li><li>Bonus if you also have experience with: Linux/Unix, JIRA, GitHub, R, Statistics/linear regression, Jenkins, Ansible, Terraform, Systems Architecture, AngularJS, React, Node.js, JavaScript, knowledge of data science and statistics </li> Tech stack: <li>Our front-end is built using React/Redux. </li><li>Our back end is written in Python and built using Flask. </li><li>Our infrastructure is hosted within AWS, Azure. </li> <li>Some python packages include pandas, numpy, scipy, scikit-learn, and statsmodel. </li> <li>Our data storage layer includes technologies such as MySQL and MongoDB </li></ul> </ul> Our Company values and culture: Our differentiator is - Our People! We hire the brightest talent and develop them into leaders. We foster a culture of PEOPLE, PASSION and GROWTH. •People: We value our people, clients, and partners •Passion: We love what we do •Growth: Unlimited growth means unlimited potential AP is a client-focused, team-oriented organization where innovation and results are rewarded, and individuals can chart the course of their own careers. As a woman-owned and led company, this has meant supporting a meritocracy where everyone has opportunities to achieve their best and ensure we foster an environment of diversity, equity, and inclusion. In practice this means we will not only work to recruit a diverse workforce, but also maximize the full potential of all of our people. You can read more about our commitment to DEI here Additionally, Analytic Partners participates in the E-Verify program in certain locations, as required by law. We provide comprehensive benefits package that includes medical, dental, vision, 401k matching, commuter benefits, open PTO, company paid holidays and additional workplace perks. #LI-Hybrid

We're Analytic Partners. Founded in 2000, Analytic Partners is the world's premier technology driven, people enabled, analytic solution provider. Our mission is to turn data into expertise by enabling stronger brand connections to drive competitive advantage and deliver growth for our customers.We offer a cloud-based, managed software platform which delivers adaptive solutions for deeper business understanding and right-time planning and optimization for marketing and beyond. We work with top-tier companies across the globe in a wide range of industries Including: Automotive, Consumer & Business Technology, Consumer Goods, Financial Services, Retail & Restaurants, Telco & Entertainment, Travel & Hospitality, and Wine, Beer & Spirits.We're growing fast with global operations across our full-service offices in New York City, Miami, Denver, Charlottesville, Dublin, London, Paris, Hamburg, Munich, Sydney, Melbourne, Singapore, and Shanghai.As a Sr. Business Analyst, you will work closely with the business and technology teams to bridge the gap between users and software. The Sr. Business Analyst will help support the product as well as understand, translate, and develop requirements for product enhancements. They will manage requests and requirements, develop delivery schedules, and communicate across broader teams. This opportunity would be ideal for someone looking to develop their career path in Product Management.What we value in you:You've got positive energy and you're passionate about working with data. You're optimistic about the future of using data to make informed business decisions. You're never tired of learning and are always looking for ways to grow personally and professionallyYou thrive in collaborative work environments . You're both an active communicator and an eager listener - because let's face it, you can't have one without the other.You can pivot on the fly. Analytics is constantly changing, and we need to keep adapting and evolving that change too. What you worked on last month may not be what you work on today, and that excites you.You have a "can do" attitude. Our teams create high-quality work on quick timelines. Do you enjoy owning a problem and see it as an opportunity to innovate and challenge the status quo? We're all about harnessing innovation and are constantly looking for ways to improveYou want to be part of a winning team. We're stronger together, and you're a person who embraces being pushed out of your comfort zone.What you'll be doing:Be a subject matter expert - develop deep knowledge of our platform, dependencies on other systems and influence our roadmap; act as a trusted adviser for our customers and turn business requirements into feature specifications; support our customers in the understanding and usage of existing featuresConduct research and analysis to find the root causes of business challenges, identify business opportunities and make recommendations on how to achieve business goals and stay competitiveWrite requirements, functional specifications, and other supporting documentation for new and/or enhanced systems. Produce documentation suitable for business clients, programmers, QA, and trainers.Collaborate with the Product Managers to analyze processes and system issues and turn them into actionable system changes that benefit the requesting party(s), improve efficiency in operations and overall performanceWork closely with the technology architects and leads to convert business requirements into technology solutions.Understand and analyze data to troubleshoot issues and gather/extract requirements.Work closely with QA testers to ensure successful planning of test strategy and test case execution.What we look for in you:Bachelor's or master's degree in any Computer Science, Engineering, or related field.Minimum 2 years of work experience as an Analyst in relevant fields.Proficient knowledge of Office 365 and SQLExcellent written and verbal communication skills, including demonstrated effective functional documentation skills.Strong analytical and problem-solving skills.The ability to influence stakeholders and work closely with them to determine acceptable solutions.Experience in product support.Experience in agile software development, scrum methodologies & tools, and processes Excellent multitasking and time management skills to manage stakeholders and meet tight deadlinesSolid experience with documentation and issue tracking tools - Jira, Confluence, office 365, Microsoft TeamOur values and culture:Our differentiator is - Our People! We hire the brightest talent and develop them into leaders. We foster a culture of PEOPLE, PASSION and GROWTH. •People: We value our people, clients, and partners•Passion: We love what we do•Growth: Unlimited growth means unlimited potentialAP is a client-focused, team-oriented organization where innovation and results are rewarded, and individuals can chart the course of their own careers.As a woman-owned and led company, this has meant supporting a meritocracy where everyone has opportunities to achieve their best and ensure we foster an environment of diversity, equity, and inclusion. In practice this means we will not only work to recruit a diverse workforce, but also maximize the full potential of all of our people. You can read more about our commitment to DEI here Additionally, Analytic Partners participates in the E-Verify program in certain locations, as required by law.#LI-Hybrid

We’re Analytic Partners. Founded in 2000, Analytic Partners is the world’s premier technology driven, people enabled, analytic solution provider. Our mission is to turn data into expertise by enabling stronger brand connections to drive competitive advantage and deliver growth for our customers.
We offer a cloud-based, managed software platform which delivers adaptive solutions for deeper business understanding and right-time planning and optimization for marketing and beyond. We work with top-tier companies across the globe in a wide range of industries including Automotive, Consumer & Business Technology, Consumer Goods, Financial Services, Retail & Restaurants, Telco & Entertainment, Travel & Hospitality, and Wine, Beer & Spirits.
We’re growing fast with global operations across our full-service offices in New York City, Miami, Denver, Charlottesville, Dublin, London, Paris, Hamburg, Munich, Sydney, Melbourne, Singapore, and Shanghai.
As a Sr. Business Analyst, you will work closely with the business and technology teams to bridge the gap between users and software. The Sr. Business Analyst will help support the product as well as understand, translate, and develop requirements for product enhancements. They will manage requests and requirements, develop delivery schedules, and communicate across broader teams. This opportunity would be ideal for someone looking to develop their career path in Product Management.
What we value in you: You’ve got positive energy and you’re passionate about working with data. You’re optimistic about the future of using data to make informed business decisions.
You’re never tired of learning and are always looking for ways to grow personally and professionally.
You thrive in collaborative work environments. You’re both an active communicator and an eager listener.
You can pivot on the fly. Analytics is constantly changing, and we need to keep adapting and evolving that change too.
You have a “can do” attitude. Our teams create high-quality work on quick timelines.
You enjoy owning a problem and see it as an opportunity to innovate and challenge the status quo.
You want to be part of a winning team. We’re stronger together, and you embrace being pushed out of your comfort zone.
What you’ll be doing: Be a subject matter expert – develop deep knowledge of our platform, dependencies on other systems and influence our roadmap; act as a trusted adviser for our customers and turn business requirements into feature specifications; support our customers in the understanding and usage of existing features.
Conduct research and analysis to find the root causes of business challenges, identify business opportunities and make recommendations on how to achieve business goals and stay competitive.
Write requirements, functional specifications, and other supporting documentation for new and/or enhanced systems. Produce documentation suitable for business clients, programmers, QA, and trainers.
Collaborate with the Product Managers to analyze processes and system issues and turn them into actionable system changes that benefit the requesting parties, improve efficiency in operations, and overall performance.
Work closely with the technology architects and leads to convert business requirements into technology solutions.
Understand and analyze data to troubleshoot issues and gather/extract requirements.
Work closely with QA testers to ensure successful planning of test strategy and test case execution.
What we look for in you: Bachelor’s or master’s degree in Computer Science, Engineering, or related field.
Minimum 2 years of work experience as an Analyst in relevant fields.
Proficient knowledge of Office 365 and SQL.
Excellent written and verbal communication skills, including demonstrated effective functional documentation skills.
Strong analytical and problem-solving skills.
The ability to influence stakeholders and work closely with them to determine acceptable solutions.
Experience in product support.
Experience in agile software development, scrum methodologies & tools, and processes.
Excellent multitasking and time management skills to manage stakeholders and meet tight deadlines.
Solid experience with documentation and issue tracking tools – Jira, Confluence, Office 365, Microsoft Teams.
Our values and culture: Our differentiator is – Our People! We hire the brightest talent and develop them into leaders. We foster a culture of PEOPLE, PASSION and GROWTH.
• People: We value our people, clients, and partners.
• Passion: We love what we do.
• Growth: Unlimited growth means unlimited potential.
AP is a client-focused, team-oriented organization where innovation and results are rewarded, and individuals can chart the course of their own careers.
As a woman-owned and led company, this has meant supporting a meritocracy where everyone has opportunities to achieve their best and ensure we foster an environment of diversity, equity, and inclusion.
Additionally, Analytic Partners participates in the E-Verify program in certain locations, as required by law.
#LI-Hybrid

#J-18808-Ljbffr

We are the Commercial Intelligence industry leader and the first to do it! We help brands use data to drive business growth, and we do this using a combination of technology and expert guidance that helps companies make the best possible decisions. Our Commercial Decision Platform GPS-Enterprise is the machine that turns data into actionable insights and our ROI Genome is our proprietary intelligence layer comprised of 20+ years of Analysis, Insights, and Learning. We measure the impact of Product, Sales, Operations, Customer Data and outside factors such as competitors, economic changes, seasonality, consumer mobility, and more to deliver impact. Our customers drive business growth by leveraging our technology and expert analyst!
We’re growing fast, with global operations across our full-service offices in New York City, Miami, Denver, Charlottesville, Dallas, Dublin, London, Paris, Hamburg, Munich, Sydney, Melbourne, Singapore, and Shanghai.
Software Engineer’s sit in the Engineering department within Analytic Partner’s Product group. The mission of the Product department is to build business intelligence applications to solve marketing & commercial analytics problems. Software Engineer, Front End will participate in the full life cycle of software development, from design, implementation, testing, and release while also leading and driving development within the team. At the core, this role is responsible for implementing innovative solutions and drive transformational change across our application suite. This exciting opportunity will put you at the forefront of cutting-edge technologies as we continue to expand our solutions over time. You will join a multi-disciplinary team where Hard Work, Creativity , Vision, and Talent is valued and rewarded. Development work is geared toward building solutions that help Fortune 500 customers discover commercial opportunities and efficiencies in their businesses.
This role will be an integral part of shaping the development suite for our next-generation analytic solutions designed and built for our global customers. We work within an agile environment utilizing SCRUM concepts. This position offers tremendous professional growth opportunities.
What We Value in You: You have an interest in bringing knowledge to software development
You value continuous learning and can work independently as a natural problem solver
You love to ideate, bring forth creative and practical solutions
You challenge the status quo and always thinking about ways to improve
You like to wear multiple hats and jump in to get the job done
You are receptive to feedback and are proactive about finding solutions
You're a team player, with flexibility to adapt to new working environments
You're a multitasker with excellent time management skills who can handle tight deadlines
What You'll be Doing: Develop clean, accessible, and modern web applications
Build core libraries and components as part of our GPS Enterprise Platform
Continuously improve our tech stack
Ensure personal and team career growth through high quality code reviews, cross-functional collaboration, and strong teamwork
Qualifications: Bachelor's degree: Computer Science, Electrical Engineering or related field
1-2 years of formal professional experience as a developer
Excellent written and verbal communication skills
Agile learner and growth mindset with curiosity for learning and growth
Ability to work independently or within a team
Ability to effectively prioritize and execute tasks
Drive solutions with minimal supervision
Familiar with data structures and algorithms
Drive to deliver on time with high-quality software
Excellent verbal and written communication
Ability to present complex design from requirements
Tech Stack: Required: React, Node.js , JavaScript
Nice to Have: Python
Our Company values and culture:
Our differentiator is – Our People! We hire the brightest talent and develop them into leaders. We foster a culture of PEOPLE, PASSION and GROWTH.
People: We value our people, clients, and partners
Passion: We love what we do
Growth: Unlimited growth means unlimited potential
AP is a client-focused, team-oriented organization where innovation and results are rewarded, and individuals can chart the course of their own careers.
As a woman-owned and led company, this has meant supporting a meritocracy where everyone has opportunities to achieve their best and ensure we foster an environment of diversity, equity, and inclusion. In practice this means we will not only work to recruit a diverse workforce, but also maximize the full potential of all of our people. You can read more about our commitment to DEI here
Additionally, Analytic Partners participates in the E-Verify program in certain locations, as required by law. #LI-Hybrid

#J-18808-Ljbffr

Analytic Partners Interview Questions

Analytic Partners Interview Guides

Analytic Partners Interview Questions

Analytic Partners Salaries by Position

Analytic Partners Opening Jobs