Behavioral

In one minute, describe your work experience

Backend EngineerData ScientistFrontend EngineerSoftware Engineer

Amazon

Netflix

Instacart

Google

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Meta

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Expert Answer

Anonymous

4.6Exceptional
I am a software engineer with over 7 years of experience at Amazon. The first team I worked with was Amazon Brand Registry where I was responsible for migrating the brand data store with over 1M brands to a graph datastore as both a company-wide effort to move off of relational database and to support the expansion of the datastore to support new relationships between brands, accounts and IP. After that, I moved to my current team where I was responsible for building microservices that provide translation and other text analysis services to other clients. We started with a single client acting as a bridge for language barrier between seller support associate platform and sellers and growing to extend use cases to be able to support 20+ clients and providing an annual cost savings of more than 12M$ in operational costs.

Anonymous

4.4Exceptional
Hello, I’m Rani Pinnamaneni, and I’m thrilled to be here today. I’ve spent over five years honing my expertise in data engineering, with a particular focus on building scalable, efficient data pipelines and infrastructure within the AWS ecosystem.
Let me share a bit about my journey. Currently, I’m working as a Principal Data Engineer at Ascentt Systems Inc., where I lead a team that designs and implements end-to-end data solutions. One of the most significant projects I’ve led involved working with data from multiple sources, including complex JSON and image data, which we needed to unnest, flatten, and transform for ingestion into AWS S3 and OpenSearch. We used AWS Glue for ETL processes and AWS Batch for handling large volumes of image data. This project was not just about processing data efficiently—it was about ensuring that our solutions could scale seamlessly as the volume of data increased. This experience has given me a deep understanding of how to optimize data pipelines, making them faster and more reliable, which is exactly the kind of challenge I thrive on.
Before Ascentt, I had the opportunity to work at Toyota Motors North America, where I focused on optimizing SQL queries and improving data workflows. My work there resulted in significant performance improvements across their data systems. I take pride in my ability to dive deep into data architectures, identify bottlenecks, and implement solutions that are both innovative and cost-effective. My brief tenure at Centene Corporation further strengthened my skills in data management, where I developed robust, scalable data solutions that were aligned with the company’s strategic goals.
What drives me is the intersection of technology and business. I hold a Master’s degree in Business Analytics, which has equipped me with the ability to see beyond just the technical aspects of data engineering. I understand how critical it is for data solutions to not only function efficiently but also to contribute to achieving broader business objectives.
I’m particularly excited about the opportunity at Meta because it represents the forefront of data engineering and innovation. The chance to contribute to large-scale projects, where my experience with AWS, PySpark, SQL optimization, and data architecture can make a real impact, is something I’m genuinely passionate about. I’m eager to bring my skills to Meta and help push the boundaries of what’s possible in data processing and analysis, ensuring that we’re not just keeping up with the pace of data but leading the way in how it’s utilized.
Thank you for considering my application. I look forward to the possibility of contributing to Meta's mission and continuing to grow as a data engineer in such a dynamic environment."**

Anonymous

4.2Exceptional
I am an Associate Product Manager with over 4 years of experience at GEP, specializing in the Supplier Performance Management Module within the Supply Chain suite. When I joined the team 2.5 years ago, the module existed only as a concept on a PowerPoint slide. I was tasked with bringing this vision to life by leading the development from inception to a fully functional product.
In the early stages, I collaborated closely with the UX team to build an end-to-end prototype. I presented the concept to both internal and external stakeholders, secured their buy-in, and incorporated their feedback. I was also responsible for creating and refining user stories, guiding the engineering team through grooming sessions, and overseeing the successful development of the product.
Starting with just one client, the module has now scaled to over 30 clients and has generated more than $12 million in revenue.

Anonymous

I am a Project Implementation Manager with over 5 years of experience in delivering successful SaaS implementations, onboarding & managing global clients across multiple industries. In my current role at KPMG, I successfully implement employee benefits & engagement software, delivering implementations using both Waterfall and Agile methodologies, ensuring client satisfaction through strong relationship building and clear communication.

Anonymous

4.4Exceptional
Thank you for asking. I have over 9 years of experience in backend development, primarily focusing on building scalable and high-performance systems. I hold a Master's degree in Computer Science from the State University of New York. Throughout my career, I've had the opportunity to work on several large-scale projects. For instance, I recently designed a real-time messaging system that currently processes 2 billion messages per month. These messages are crucial for driving the company's business operations and decision-making. My technical expertise includes extensive experience with microservices architecture, API performance optimization, and ensuring high availability and scalability. While I am proficient in multiple programming languages, I have extensive experience with Java, Spring Boot, Docker, and cloud services like AWS. In addition to my technical skills, I mentor junior developers, providing guidance and support. I also enjoy collaborating with cross-functional teams to design and implement solutions that drive business growth and enhance user experiences. Overall, I'm excited about the opportunity to bring my experience to XYZ by leveraging my skills and fostering a collaborative and innovative engineering culture.

Anonymous

4.2Exceptional
"I'm xxx a husband for an amazing wife, and 2 adorable boys; a product leader with a passion for innovation and driving user engagement. As the current Product Director at Yotpo, I've led multiple cross-functional teams to develop impactful features and products. At BEES Tel Aviv, I managed 6 squads and drove an 18% uplift in user engagement and a 27% increase in customer retention within two quarters. I've also launched the first monetized feature with a focus on gamified user experience.
Throughout my career at companies like Vi and Playtika, I've consistently demonstrated my ability to craft product strategies that maximize value, boost user engagement, and drive revenue growth. I'm skilled in leading diverse teams, streamlining processes, and making data-driven decisions.
I'm passionate about mentoring and have served as a Product Management Mentor for Product League, sharing my expertise across 20 countries. My approach combines strategic thinking, collaboration, and a commitment to creating products that truly make a difference.
My approach combines disciplined strategic thinking with creative solutions. I'm not just about following processes, but about reimagining them. Whether it's developing a running game at Vi or transforming user engagement at BEES, I consistently find innovative ways to solve complex challenges while maintaining a structured, data-driven framework.
I'm excited about the opportunity to bring my experience in product innovation, team leadership, and user-centric design to contribute to monday.com's mission of empowering teams to work efficiently and transparently."

Anonymous

4.2Exceptional
Hi, I’m Vatsal, a Senior Software Engineer with over 7 years of experience in building scalable and reliable systems. In my current role at Zendesk, I’ve led projects that significantly improved system performance and reliability. For example, I transformed a data backfilling system from a synchronous, one-at-a-time system into one that can handle multiple tasks at once, which greatly increased the system’s throughput and efficiency. I also created a new framework for handling background bulk jobs, which helped fix various critical reliability issues and made the platform more stable which improved overall customer experience a lot.
I’m very passionate about optimizing system performance. One of my key achievements was improving API response times by reducing unnecessary steps in the process, which made the system much faster for users. I’ve also worked on implementing autoscaling strategies, ensuring the system stays up and running smoothly even during high traffic periods.
In addition to my technical work, I enjoy mentoring junior developers and working closely with teams to solve complex technical problems. I have strong expertise in Ruby, Java, Docker, Kubernetes, and various CI/CD tools, and I love using these technologies to continuously improve system performance and reliability.

Anonymous

4.2Exceptional
  • I’m a seasoned Data Analytics and BI professional with 3 years of experience and a Master’s degree from NYU specializing in Data Analytics.
  • In my role at Visa, I’ve enabled data-driven decision-making by automating reports, building interactive dashboards, and delivering custom insights and analyses. For example, in one of my recent projects I created an automated, executive-ready dashboard for the business operations team that saved over 10 hours a week on manual reporting and improved reporting efficiency
  • Prior to Visa, I worked as a BI Developer and developed automated data solutions including building advanced ETL pipelines and self-serve dashboards at two organizations
  • My experiences  have helped me gain expertise and build a solid foundation in this space. I am proficient with data languages like Python and SQL, and BI tools like Tableau, Power BI, and Looker.
With my experience and skillset, I am confident that I can make a strong impact in this role at Brex.

Anonymous

4Strong
I had 2-year experience as a member of Content and Logistics Department at ISB Event Team - an event organization at my university. My main role was an Administrative Leader for most events, where I was responsible for keeping track of email marketing content, student experience during events, and managing participation records of over 1000 students from ISB.
Three events where I was a full-stack administrative leader were ISB Games, ISB Event Team Information Day, and ISB Event Team Recruitment. In these 3 events,I led the planning and risk management efforts, and managed a team of 10 people, delegating tasks effectively with a little mentoring for collaborators lacking administrative skills to ensure the success of our events.
One of the highlighted achievement during my time at ISB Event Team was developing a fee-calculation tool for ISB Games registration website, which solve the problem student not understanding the pricing plan due to its complexity.This tool addressed the problem by clearly showing students how much they needed to pay on the website interface, successfully engaged additional 500+ participants over 1000 students and it has been applied and innovate for 2 years since establishment.

Anonymous

4Strong
I am hands on data science leader with over 10 years of experience in delivering innovative solutions for different challenges across industries like fraud, identity, retail, banking, legal and eCommerce. Some of my achievements are Optimized website demo placement through A/B testing, boosting click through rate by 25% and  conversion rates by 15%, developed an entity resolution algorithm using deep learning and nlp techniques which resulted in improvement of 3.5% in identity resolution accuracy , Increased 18% in customer acquisition by partnering with product, engineering, sales and supporting them in data driven decisions
Right now am looking for new challenges where i can prove myself and have career growth 

Anonymous

3.8Strong
Currently I am working as PL/SQL Developer in Skillnet Solutions. I mainly work for the fashion retailer clients who uses Oracle Retail Software as their system and I work on the enhancements on the base system as per client requirements

Anonymous

3.8Strong
I am a Senior Fraud Analyst with over 8 years of experience in the financial services. In my current role I investigate fraudulent activity in customers accounts. Part of this role involves gathering all information required to make an informed decision as well as investigating customer’s accounts. With all this knowledge and experience, and my experience managing projects and a team in the past, I will be a great asset to the team. 

Anonymous

3.8Strong
I am a seasoned technology leader with over 2 decades of experience in Software Industry. I have been both an IC and Managment Leader in my career, I have worked at various companies such as Microsoft, CaptialOne, Motoroal  and recently at Auctane. I get excited for opportunities to grow my team and help achieve my team members achieve thier career goals. I delivery impactful customer solutions with the help of my high performing teams.
As a Manager, I empshsise recognition, growth mindset, automomy and empowerment for my team.

Anonymous

3.6Strong
בתקופת התיכון התנדבתי בבית ספר לחינוך מיוחד בשם "אל-נור". בחרתי להתנדב שם בעקבות חוויה אישית עם קרוב משפחה, שלימדה אותי עד כמה חשוב להעניק תשומת לב ותמיכה מתאימה לתלמידים עם צרכים מיוחדים. בנוסף, זהו בית ספר קטן עם צוות מצומצם, כך שראיתי בכך הזדמנות לקחת חלק משמעותי ולהשפיע. הגעתי להתנדבות פעם בשבוע, עזרתי לתלמידים באופן אישי, העברתי תכנים לימודיים דרך משחקים בקבוצות יחד עם המורים, וסייעתי בארגון וסידור הכיתה אחרי שהתלמידים הלכו לישון. לפני שהתחלתי, חששתי שלא אצליח להתחבר לתלמידים או להיות מספיק מעורב. בנוסף, לכל תלמיד היו צרכים שונים, ולכן היה עליי ללמוד מהמורים כיצד לגשת לכל אחד – אם הוא על הספקטרום האוטיסטי, עם תסמונת דאון, או עם צרכים מיוחדים אחרים. בהתחלה צפיתי במורים, התייעצתי איתם ולמדתי איך הם ניגשים לכל תלמיד לפי צרכיו, וזה נתן לי ביטחון להתחיל לפתח קשרים בעצמי לשמחתי, עם הזמן גיליתי שרובם קיבלו אותי בשמחה, למדתי לקרוא סימנים לא מילוליים, להבין מה גורם להם להרגיש בנוח, ולהתאים את הגישה שלי כך שירגישו נתמכים ומובנים. נהניתי מהאינטראקציה איתם, וזכיתי בתחושת סיפוק עמוקה

Anonymous

3.6Strong
מנהלת בכירה עם מעל 15 שנות ניסיון בהובלת תחומי הדיגיטל, הפרודקט והחדשנות בארגונים מובילים. בעלת מומחיות בהובלות חדשנות מוצרית ועסקית. ממוקדת ביצירת ערך ללקוחות, תוך הנעת תהליכי שינוי ואופטימזציות שמובילות לתוצאות מדידות ולצמיחה. אחראית על הובלת החזון, האסטרטגיה והיעדים של הפעילות הדיגיטלית בארגונים השונים בהם עבדתי. ניהול ערוצי הדיגיטל, ניהול מנהלים, מנהלי מוצר, ux ו ui. מבצעת ניתוח דאטה שוטף של הפעילות הדיגיטלית בארגון, גוזרת את הפיצרים בהתאם ומקדמת אותם עד לעלייה לפרודקשן. 
הצלחות מוכחות בארגונים שונים, דוגמת: 
1. העלאת ציון אפליקציית הבנק בחנות האפליקציות מ 2.2 ל 4.5 ו 4.6
2. הגדלת נתח דיגיטל מ 79% ל 87% ב 3 שנים 
3. העלאת פיצ'רים בעלי ערך ומשמעות ללקוחות כך שהאפליקציה מקום ראשון בסקרי שביעות רצון 
4. יצירת התייעלות תפעולית לארגון והשפעה על השורה התחתונה ב 3.3 מ' רק באמצעות פעילות ממוקדת אחת למעבר לדואר ירוק
5. העלאת מוצר חדשני, שלא היה קיים בשוק הישראלי - איילון יאנג , לנהגים צעירים, הכולל תוכנית הטבות ויצירת תמריצים לנהיגה בטוחה

Anonymous

3.5Strong
I am a Senior Fraud Analyst with over 8 years of experience in the financial services. In my current role I investigate fraudulent activity in customers accounts. 

Anonymous

3.3Strong
My Last role as a financial advisor in wealthzone financial services was crucial. I provided personalized financial planning and advices our clients according  to their financial position I maintained strong client communication and focus on strategic planning to help clients achieve their goals. And i also managed the investment portfolio of the clients.

Anonymous

3.3Strong
I grew up in a miltary family and fortunate enough to have been able to experince a lot of travel and cultural. I currently have lived in Austin long enough to see the skyline change. The growth in Austin along with my attention to detail, negotion skills and effective communication contributed to my success as a real estate agent. After 15 years in real estate and purchasing 2 investment homes myself I decided to venture into the coorporate world in which I am a leasing manager for Greystar, one of the largest global companies specializing in real estate management and investment. I am currently overseeing 2 leasing specialists at a 529 unit apartment community that spans over 6 buildings. I am curently being cross trained to be the assitant community manager and expected to be ready for the rold by Jan.

Anonymous

3.3Strong
I am a seasoned technology leader with over 2 decades of experience in Software Industry. I have been both an IC and Managment Leader in my career, I have worked at various companies such as Microsoft, CaptialOne, Motoroal  and recently at Auctane. I get excited for opportunities to grow my team and help achieve my team members achieve thier career goals. I delivery impactful customer solutions with the help of my high performing teams.
As a Manager, I empshsise recognition, growth mindset, automomy and empowerment for my team.

Anonymous

2Fair
I have worked on the institutional research where I have collect the data from various sources and Have to clean data according to the requirements of the project.
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Interview question asked to Android Engineers, Data Scientists, Backend Engineers and other roles interviewing at Compass, Atlassian, AppDynamics and others: In one minute, describe your work experience.