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Attentive Interview Questions

Attentive 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

Let’s say you work for a social media company that has just done a launch in a new city. Looking at weekly metrics, you see a slow decrease in the average number of comments per user from January to March in this city.

The company has been consistently growing new users in the city from January to March.

What are some reasons why the average number of comments per user would be decreasing and what metrics would you look into?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

Decreasing Comments

How would you investigate a decline in the average number of comments per user?

Attentive Salaries by Position

Attentive is the AI-powered SMS and email marketing platform that delivers unparalleled messaging performance on the channels that matter most. Infusing intelligence at every stage of the consumer's purchasing journey, Attentive empowers businesses to achieve hyper-personalized communication with their customers on a large scale. Leveraging AI-powered tools, a mobile-first approach, two-way conversations, and enterprise-grade technology, Attentive drives billions in online revenue for brands around the globe. Trusted by over 8,000 leading brands such as CB2, Urban Outfitters, GUESS, Dickey’s Barbeque Pit, and Wyndham Resort, Attentive is the go-to solution for delivering powerful commerce experiences for consumers with the brands they love.Attentive’s growth has been recognized by <a>Deloitte’s Fast 500</a>, <a>Linkedin’s Top Startups</a> and <a>Forbes Cloud 100</a> all thanks to the hard work from our global employees!Who we areOur engineering department consists of 200+ people across multiple teams, such as application development, infrastructure, data platform, machine learning, and security. We believe our company will win in the long run through product innovation. To get there, we obsess over iteratively delivering customer value through rapid prototyping and data-driven decision-making. We are seeking a self-driven and highly motivated Machine Learning Engineer to join our growing machine learning teams. As an early hire, you will contribute to the development of machine learning models and infrastructure needs across the Attentive platform and work with Product Management and Engineering to implement end-to-end modeling use cases. Why Attentive needs you<ul><li>You have a proven track record of building systems that maintain a high bar of quality</li><li>You deeply loathe regressions and take proactive steps to protect against them through a variety of testing techniques</li><li>You are a collaborator, technical leader, and a great communicator</li><li>You are constantly improving the quality of the project you are working on, both via direct contributions as well as long-term advocacy for larger-scale changes</li><li>You are enthusiastic about the high impact, fast-paced work environment of a late-stage startup</li></ul>About you<ul><li>You have worked professionally building systems for 6+ years with experience on a single system long enough to see the consequences of your decisions</li><li>Experience with TensorFlow/PyTorch, xgboost, pandas, matplotlib, SQL, Spark or similar tools</li><li>You have proficiency or experience with Python</li><li>You have extensive experience using machine learning and data analysis, or similar, to build scalable systems and data-driven products, working with cross-functional teams</li><li>You have a proven track record of building scalable, efficient, automated processes for large-scale data analyses, model development, model validation, and model implementation from modern research</li><li>You have led cross-functional machine learning projects across teams</li></ul>Our scale<ul><li>8,000 brands powered by Attentive sent over 2.2 billion text messages over Cyber Week 2023 (Black Friday/Cyber Monday) representing a growth of 31% from 2022</li><li>We sent 32 billion SMS messages in 2023, up 32% YoY. That’s an average of 87 million per day</li><li>Our production cluster contains over 18,000 containers which serve 200+ services</li><li>Our streaming services process over 80 billion events per month</li></ul>What we use<ul><li>Our infrastructure runs primarily in Kubernetes hosted in AWS’s EKS</li><li>Infrastructure tooling includes Istio, Datadog, Terraform, CloudFlare, and Helm</li><li>Our backend is Java / Spring Boot microservices, built with Gradle, coupled with things like DynamoDB, Kinesis, AirFlow, Postgres, Planetscale, and Redis, hosted via AWS</li><li>Our frontend is built with React and TypeScript, and uses best practices like GraphQL, Storybook, Radix UI, Vite, esbuild, and Playwright</li><li>Our automation is driven by custom and open source machine learning models, lots of data, and built with Python, Metaflow, HuggingFace, PyTorch, TensorFlow, and Pandas</li></ul> You'll get competitive <a>perks and benefits</a>, from health & wellness to equity, to help you bring your best self to work.For US based applicants:- The US base salary range for this full-time position is $270,000 - $330,000 annually + equity + benefits- Our salary ranges are determined by role, level and location#LI-EF1Attentive Company ValuesDefault to Action - Move swiftly and with purposeBe One Unstoppable Team - Rally as each other’s championsChampion the Customer - Our success is defined by our customers' successAct Like an Owner - Take responsibility for Attentive’s successLearn more about <a>AWAKE</a>, Attentive’s collective of employee resource groups.If you do not meet all the requirements listed here, we still encourage you to apply! No job description is perfect, and we may also have another opportunity that closely matches your skills and experience.At Attentive, we know that our Company's strength lies in the diversity of our employees. Attentive is an Equal Opportunity Employer and we welcome applicants from all backgrounds. Our policy is to provide equal employment opportunities for all employees, applicants and covered individuals regardless of protected characteristics. We prioritize and maintain a fair, inclusive and equitable workplace free from discrimination, harassment, and retaliation. Attentive is also committed to providing reasonable accommodations for candidates with disabilities. If you need any assistance or reasonable accommodations, please let your recruiter know.
#J-18808-Ljbffr

Attentive is the AI-powered SMS and email marketing platform that delivers unparalleled messaging performance on the channels that matter most. Infusing intelligence at every stage of the consumer's purchasing journey, Attentive empowers businesses to achieve hyper-personalized communication with their customers on a large scale. Leveraging AI-powered tools, a mobile-first approach, two-way conversations, and enterprise-grade technology, Attentive drives billions in online revenue for brands around the globe. Trusted by over 8,000 leading brands such as CB2, Urban Outfitters, GUESS, Dickey’s Barbeque Pit, and Wyndham Resort, Attentive is the go-to solution for delivering powerful commerce experiences for consumers with the brands they love.
Attentive’s growth has been recognized by Deloitte’s Fast 500 , Linkedin’s Top Startups and Forbes Cloud 100 all thanks to the hard work from our global employees!
Who we are
Our engineering department consists of 200+ people across multiple teams, such as application development, infrastructure, data platform, machine learning, and security. We believe our company will win in the long run through product innovation. To get there, we obsess over iteratively delivering customer value through rapid prototyping and data-driven decision-making.
We’re looking for a self-motivated, highly driven Staff Software Engineer to bolster our Journeys Engineering team. Our team is focused on building a platform that drives valuable conversations with our users based on billions of incoming events per day.
Why Attentive needs you
You understand how to negotiate with Product Management to meet the user’s needs without sacrificing quality or accruing tech debt. You deeply loathe regressions and take proactive steps to protect against them through a variety of testing techniques.
You are constantly improving the quality of the project you are working on, both via code contributions as well as long-term advocacy for larger-scale changes.
Build amazing consumer experiences, taking responsibility for code quality, scalability, reliability, and performance.
Collaborate with subject matter experts, fellow developers, and internal stakeholders to turn business goals into achievable technical roadmaps.
About you
You have worked professionally with web technologies for 8+ years.
You have development experience with either Java, Python, or Go.
You have development experience with relational and non-relational databases.
You have development experience with streaming technologies.
You have experience architecting applications for high scale.
You have a proven track record of building applications that maintain a high bar of quality.
You are an empathetic communicator who can work seamlessly with technical and non-technical stakeholders.
You are comfortable with ambiguity and are adept at using business goals to turn that ambiguity into clear deliverables.
You are excited by new technologies but are conscious of choosing them for the right reasons.
Our scale
8,000 brands powered by Attentive sent over 2.2 billion text messages over Cyber Week 2023 (Black Friday/Cyber Monday) representing a growth of 31% from 2022.
We sent 32 billion SMS messages in 2023, up 32% YoY. That’s an average of 87 million per day.
Our production cluster contains over 18,000 containers which serve 200+ services.
Our streaming services process over 80 billion events per month.
What we use
We use a wide variety of technology and we’re always looking for the best solutions to solve hard problems.
Our backend is Java / Spring Boot microservices, built with Gradle, coupled with things like DynamoDB, Pulsar, AirFlow, Postgres, Planetscale, and Redis, hosted via AWS.
Our frontend is built with React and TypeScript, and uses best practices like GraphQL, Storybook, Radix UI, Vite, esbuild, and Playwright.
You'll get competitive perks and benefits , from health & wellness to equity, to help you bring your best self to work.
For US based applicants:
- The US base salary range for this full-time position is $184,000 - $270,000 annually + equity + benefits.
- Our salary ranges are determined by role, level, and location.
#LI-SK1
Attentive Company Values
Default to Action - Move swiftly and with purpose.
Be One Unstoppable Team - Rally as each other’s champions.
Champion the Customer - Our success is defined by our customers' success.
Act Like an Owner - Take responsibility for Attentive’s success.
Learn more about AWAKE , Attentive’s collective of employee resource groups.
If you do not meet all the requirements listed here, we still encourage you to apply! No job description is perfect, and we may also have another opportunity that closely matches your skills and experience.
At Attentive, we know that our Company's strength lies in the diversity of our employees. Attentive is an Equal Opportunity Employer and we welcome applicants from all backgrounds. Our policy is to provide equal employment opportunities for all employees, applicants, and covered individuals regardless of protected characteristics. We prioritize and maintain a fair, inclusive, and equitable workplace free from discrimination, harassment, and retaliation.

#J-18808-Ljbffr

At Attentive, we're revolutionizing the way businesses connect with their customers. Our AI-driven marketing platform infuses intelligence into every stage of the consumer journey, helping brands deliver hyper-personalized messages at scale. With a mobile-first approach, engaging two-way conversations, and enterprise-grade technology, we're driving billions in online revenue for leading brands worldwide, including CB2, Urban Outfitters, GUESS, Long John Silver's, and Wyndham Resort. But we're not just about SMS and email-by expanding our AI capabilities to enhance multiple products and channels, our goal is to help make every interaction more meaningful. As a member of our team, you'll be at the forefront of this innovation, helping to shape the future of customer communication. Attentive's growth has been recognized by Deloitte's Fast 500, Linkedin's Top Startups and Forbes Cloud 100 all thanks to the hard work from our global employees! Who we are We are seeking a Group Product Manager (GPM) to lead our GenAI Content and Commerce initiative. A key part of Attentive's product strategy is leveraging Large Language Models (LLMs) to personalize billions of messages. At our scale, even small mistakes can have significant consequences. This role will own quality of AI generated content across the Attentive platform to ensure every message hits the mark and accurately reflects the "voice" of the brand. In addition, this role will define new ways for consumers to explore and buy via GenAI powered conversational products, including our existing Concierge product (https://www.attentive.com/concierge). This role will own platform-level quality framework and build innovative products and systems to continuously improve Generative AI content quality for Attentive. They will also have direct revenue responsibility and ownership over conversational product lines, including being responsible for 0 to 1 and early stage initiatives through full scale. A successful leader will be eager to jump into a fast move and data-driven environment. They will have an eagerness to dive into the technology and customer use cases to match the evolving AI landscape. Why Attentive needs you <ul><ul><li>Own message quality strategy and products at platform level to continuously improve and uphold high quality bar for Attentive AI products</li><li>Innovate on ways to emulate the "voice" of a brand in messages to create authentic brand experiences</li><li>Lead product strategy and discovery of new conversational commerce products and own P&L</li><li>Act as a player/coach wherein you will lead your own team, while also being responsible for hiring, coaching and developing 2-5 other PMs</li><li>Stay ahead of industry trends, competitor offerings, and emerging technologies related to generative AI and LLMs to inform product decisions.</li><li>Connect with customers and customer facing teams to understand user needs, develop insights, inform and drive our message quality and conversational commerce roadmaps, and improve the quality and performance of AI interactions</li></ul></ul> About you <ul><ul><li>You have 7+ years experience as a Product Manager leading strategic vision, crafting product roadmaps, and coordinating product strategies across a group of products</li><li>Experience working with generative AI and LLMs and delivering products from concept to launch</li><li>You think deeply, quickly and analytically - driving business outcomes for our customers</li><li>You measure your success through shipped full products and can point to specific examples where you have owned a high-impact release from discovery through scaling revenue</li><li>You are deeply analytical and are comfortable sorting through data & using it to make data driven decisions</li><li>You are an excellent communicator and storyteller (written & verbal), both with technical and non-technical audiences</li></ul></ul> You'll get competitive perks and benefits, from health & wellness to equity, to help you bring your best self to work. For US based applicants: - The US base salary range for this full time position is $199,200 - $298,000 annually + equity + benefits - Our salary ranges are determined by role, level and location #LI-BH1 Attentive Company Values Default to Action - Move swiftly and with purpose Be One Unstoppable Team - Rally as each other's champions Champion the Customer - Our success is defined by our customers' success Act Like an Owner - Take responsibility for Attentive's success Learn more about AWAKE, Attentive's collective of employee resource groups. If you do not meet all the requirements listed here, we still encourage you to apply! No job description is perfect, and we may also have another opportunity that closely matches your skills and experience. At Attentive, we know that our Company's strength lies in the diversity of our employees. Attentive is an Equal Opportunity Employer and we welcome applicants from all backgrounds. Our policy is to provide equal employment opportunities for all employees, applicants and covered individuals regardless of protected characteristics. We prioritize and maintain a fair, inclusive and equitable workplace free from discrimination, harassment, and retaliation. Attentive is also committed to providing reasonable accommodations for candidates with disabilities. If you need any assistance or reasonable accommodations, please let your recruiter know.

At Attentive, we're revolutionizing the way businesses connect with their customers. Our AI-driven marketing platform infuses intelligence into every stage of the consumer journey, helping brands deliver hyper-personalized messages at scale. With a mobile-first approach, engaging two-way conversations, and enterprise-grade technology, we're driving billions in online revenue for leading brands worldwide, including CB2, Urban Outfitters, GUESS, Long John Silver's, and Wyndham Resort. But we're not just about SMS and email-by expanding our AI capabilities to enhance multiple products and channels, our goal is to help make every interaction more meaningful. As a member of our team, you'll be at the forefront of this innovation, helping to shape the future of customer communication. Attentive's growth has been recognized by Deloitte's Fast 500, Linkedin's Top Startups and Forbes Cloud 100 all thanks to the hard work from our global employees! Who we are At Attentive, we're transforming how brands connect with consumers by making marketing smarter, more personal, and more engaging. We're tired of generic, spammy messages-and we know you are too. That's why our mission is to empower marketers to create tailored, meaningful interactions that delight customers and drive real revenue. Today, we help over 8,000 brands generate more than $20 billion in revenue each year, and we're just getting started. Over the last two years, we've developed AI-powered products that help marketers refine their audience, sharpen their copy, and personalize messages. Now, we're taking it a step further by tackling an even bigger challenge: personalizing the entire on-site experience, from individual messages to full page content. We're looking for an enthusiastic Lead Product Manager in New York to help make this vision a reality. Why Attentive needs you <ul><ul><li>Lead the strategy and execution for on-site personalization features (e.g. product recommendation), ensuring they deliver value from ideation through optimization</li><li>Identify key features by analyzing data and running A/B tests to drive user engagement and conversion</li><li>Collaborate with major enterprise clients and sales teams to gain deep insights into customer needs, crafting products that solve their key challenges and deliver measurable business impact</li><li>Develop metrics and controls to allow marketers to effectively manage and optimize personalized experiences</li><li>Drive feature prioritization to enhance product adoption and create a seamless, personalized customer experience</li><li>Partner with cross-functional teams such as GTM sales, design, machine learning, and engineering to support the success of personalization efforts</li></ul></ul> About you <ul><ul><li>5+ years of product management experience with a proven track record of launching innovative products, ideally with a focus on personalization, recommendation systems, or customer engagement</li><li>Exceptional communication skills, with the ability to rally executives and cross-functional teams around a unified vision</li><li>Experience working closely with Sales and other teams to ensure product goals align with overall business objectives</li><li>Strong strategic thinking: able to navigate difficult tradeoffs, assess options quickly, and guide the team toward alignment</li><li>Motivated and creative problem-solver: You find innovative solutions and aren't afraid to tackle challenges head-on</li></ul></ul> You'll get competitive perks and benefits, from health & wellness to equity, to help you bring your best self to work. For US based applicants: - The US base salary range for this full time position is $173,200 - $240,000 annually + equity + benefits - Our salary ranges are determined by role, level and location #LI-BH1 Attentive Company Values Default to Action - Move swiftly and with purpose Be One Unstoppable Team - Rally as each other's champions Champion the Customer - Our success is defined by our customers' success Act Like an Owner - Take responsibility for Attentive's success Learn more about AWAKE, Attentive's collective of employee resource groups. If you do not meet all the requirements listed here, we still encourage you to apply! No job description is perfect, and we may also have another opportunity that closely matches your skills and experience. At Attentive, we know that our Company's strength lies in the diversity of our employees. Attentive is an Equal Opportunity Employer and we welcome applicants from all backgrounds. Our policy is to provide equal employment opportunities for all employees, applicants and covered individuals regardless of protected characteristics. We prioritize and maintain a fair, inclusive and equitable workplace free from discrimination, harassment, and retaliation. Attentive is also committed to providing reasonable accommodations for candidates with disabilities. If you need any assistance or reasonable accommodations, please let your recruiter know.

At Attentive, we're revolutionizing the way businesses connect with their customers. Our AI-driven marketing platform infuses intelligence into every stage of the consumer journey, helping brands deliver hyper-personalized messages at scale. With a mobile-first approach, engaging two-way conversations, and enterprise-grade technology, we're driving billions in online revenue for leading brands worldwide, including CB2, Urban Outfitters, GUESS, Long John Silver's, and Wyndham Resort. But we're not just about SMS and email-by expanding our AI capabilities to enhance multiple products and channels, our goal is to help make every interaction more meaningful. As a member of our team, you'll be at the forefront of this innovation, helping to shape the future of customer communication. Attentive's growth has been recognized by Deloitte's Fast 500, Linkedin's Top Startups and Forbes Cloud 100 all thanks to the hard work from our global employees! Who we are At Attentive, we're transforming how brands connect with consumers by making marketing smarter, more personal, and more engaging. We're tired of generic, spammy messages-and we know you are too. That's why our mission is to empower marketers to create tailored, meaningful interactions that delight customers and drive real revenue. Today, we help over 8,000 brands generate more than $20 billion in revenue each year, and we're just getting started. Over the last two years, we've developed AI-powered products that help marketers refine their audience, sharpen their copy, and personalize messages. Now, we're taking it a step further by tackling an even bigger challenge: personalizing the entire on-site experience, from individual messages to full page content. We're looking for an enthusiastic Lead Product Manager in New York to help make this vision a reality. Why Attentive needs you <ul> <ul><li>Lead the strategy and execution for on-site personalization features (e.g. product recommendation), ensuring they deliver value from ideation through optimization </li><li>Identify key features by analyzing data and running A/B tests to drive user engagement and conversion </li><li>Collaborate with major enterprise clients and sales teams to gain deep insights into customer needs, crafting products that solve their key challenges and deliver measurable business impact </li><li>Develop metrics and controls to allow marketers to effectively manage and optimize personalized experiences </li><li>Drive feature prioritization to enhance product adoption and create a seamless, personalized customer experience </li><li>Partner with cross-functional teams such as GTM sales, design, machine learning, and engineering to support the success of personalization efforts </li></ul> </ul>About you <ul> <ul><li>5+ years of product management experience with a proven track record of launching innovative products, ideally with a focus on personalization, recommendation systems, or customer engagement </li><li>Exceptional communication skills, with the ability to rally executives and cross-functional teams around a unified vision </li><li>Experience working closely with Sales and other teams to ensure product goals align with overall business objectives </li><li>Strong strategic thinking: able to navigate difficult tradeoffs, assess options quickly, and guide the team toward alignment </li><li>Motivated and creative problem-solver: You find innovative solutions and aren't afraid to tackle challenges head-on </li></ul> </ul> You'll get competitive perks and benefits, from health & wellness to equity, to help you bring your best self to work. For US based applicants: - The US base salary range for this full time position is $173,200 - $240,000 annually + equity + benefits - Our salary ranges are determined by role, level and location #LI-BH1 Attentive Company Values Default to Action - Move swiftly and with purpose Be One Unstoppable Team - Rally as each other's champions Champion the Customer - Our success is defined by our customers' success Act Like an Owner - Take responsibility for Attentive's success Learn more about AWAKE, Attentive's collective of employee resource groups. If you do not meet all the requirements listed here, we still encourage you to apply! No job description is perfect, and we may also have another opportunity that closely matches your skills and experience. At Attentive, we know that our Company's strength lies in the diversity of our employees. Attentive is an Equal Opportunity Employer and we welcome applicants from all backgrounds. Our policy is to provide equal employment opportunities for all employees, applicants and covered individuals regardless of protected characteristics. We prioritize and maintain a fair, inclusive and equitable workplace free from discrimination, harassment, and retaliation. Attentive is also committed to providing reasonable accommodations for candidates with disabilities. If you need any assistance or reasonable accommodations, please let your recruiter know.

Attentive Interview Questions

Attentive Interview Guides

Attentive Interview Questions

Attentive Salaries by Position

Attentive Opening Jobs