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American homes 4 rent Interview Questions

american homes 4 rent is focused on acquiring, renovating, leasing, and operating residential homes. as an industry leader in rental homes, we combine the benefits of a national organization, the ease of innovative leasing technologies, and the experience of talented local professionals to provide a superior residential rental experience.

american homes 4 rent is focused on acquiring, renovating, leasing, and operating residential homes. as an industry leader in rental homes, we combine the benefits of a national organization, the ease of innovative leasing technologies, and the experience of talented local professionals to provide a superior residential rental experience.

Overview

American homes 4 rent Interview Guides

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

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

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

American homes 4 rent Salaries by Position

Since 2012, we've grown to become one of the leading single-family rental companies and homebuilders in the country, recently recognized as a top employer by Fortune and Great Place To Work.? At AMH, our goal is to simplify the experience of leasing a home through professional management and maintenance support, so our residents can focus on what really matters to them, wherever they are in life.?? The Senior Data Engineer is responsible for designing, building, and managing the data platform and tools to allow for the efficient processing and analysis of large data sets. Develops and maintains scalable data pipelines, ensures data quality, and deploys machine learning models to production. Collaborates with business teams to improve data models that feed business intelligence tools, increasing data accessibility and fostering data-driven decision-making across the organization. Builds real-time and batch pipelines to handle large volumes of data efficiently. Collaborates with cross-functional teams and translate business requirements into scalable data solutions. Responsibilities: + Design, develop, and maintain real-time or batch data pipelines to process and analyze large volumes of data. Designs and develops programs and tools to support ingestion, curation, and provisioning of complex first party and third-party data to achieve analytics, reporting, and data science. Design and develop Advanced Data Products and Intelligent APIs. Monitors the system performance by performing regular tests, troubleshoots, and integrates new features. + Lead in analysis of data and the design the data architecture to support BI, AI/ML and data products. + Designs and implements data platform architecture to meet organization analytical requirements. Ensures the solution designs address operational requirements such as scalability, maintainability, extensibility, flexibility, and integrity. + Provide technical leadership and mentorship to team members. Leads peer development and code reviews with focus on test driven development and Continuous Integration and Continuous Development (CICD). Requirements: + Bachelors degree in computer science, information systems, data science, management information systems, mathematics, physics, engineering, statistics, economics, and/or a related field required. + Masters degree in computer science, information systems, data science, management information systems, mathematics, physics, engineering, statistics, economics, and/or a related field preferred. + Minimum of eight (8) years of experience as a data engineer with full-stack capabilities + Minimum of ten (10) years of Experience in programming + Minimum of five (5) years in Cloud technologies like Azure, Aws or Google. + Strong SQL Knowledge + Experience in ML and ML Pipeline a plus + Experience in real-time integration, developing intelligent apps and data products. + Proficiency in Python and experience with CI/CD practices + Strong background in IAAS platforms and infrastructure + Hands-on experience with Databricks, Spark, Fabric, or similar technologies + Experience in Agile methodologies + Hands-on experience in the design and development of data pipelines and data products + Experience in developing data ingestion, data processing, and analytical pipelines for big data, NoSQL, and data warehouse solutions. + Hands-on experience implementing data migration and data processing using Azure services: ADLS, Azure Data Factory, Event Hub, IoT Hub, Azure Stream Analytics, Azure Analysis Service, HDInsight, Databricks Azure Data Catalog, Cosmo Db, ML Studio, AI/ML, etc. + Extensive experience in Big Data technologies such as Apache Spark and streaming technologies such as Kafka, EventHub, etc. + Extensive experience in designing data applications in a cloud environment. + Intermediate experience in RESTful APIs, messaging systems, and AWS or Microsoft Azure. + Extensive experience in Data Architecture and data modeling + Expert in data analysis and data quality frameworks. + Knowledgeable with BI tools such as Power BI and Tableau. + Ability to work in a fast-paced, dynamic environment and manage multiple priorities effectively + Excellent communication and collaboration skills + Advanced understanding of data security best practices. + Advanced understanding of systems and data integration architecture + Critical thinking is a must. + Problem-solving skills, including the ability to look for root causes and implementable, workable solutions, as well as process improvement ability. + Proven ability to perform high-quality technical documentation and presentations. + Excellent organization, time management, and communication skills. + Ability to be an effective member of project teams. + Demonstrate professionalism, flexibility/adaptability, and ability to multi-task and work in a team environment. Build your career with us: At AMH, we know what it takes to feel at home. Thats not just our product; its also our culture. We work to maintain a people-first culture of trust, belonging, and inclusion, where our employees are empowered to collaborate and take initiative. If youre ready to elevate your career, we hope you'll consider making your home with us. Apply today and a member of our Talent Acquisition team will reach out soon! To learn more about our workplace, please visit amh.com/careers. CA Privacy Notice: To learn more about what information we collect when you apply for a job, and how we use that information, please see our CA Job Applicant Privacy Notice found at http://employeeprivacy.amh.com/ #LI-KR1 #DICE

Since 2012, we've grown to become one of the leading single-family rental companies and homebuilders in the country, recently recognized as a top employer by Fortune and Great Place To Work.? At AMH, our goal is to simplify the experience of leasing a home through professional management and maintenance support, so our residents can focus on what really matters to them, wherever they are in life.?? The Senior Data Engineer is responsible for designing, building, and managing the data platform and tools to allow for the efficient processing and analysis of large data sets. Develops and maintains scalable data pipelines, ensures data quality, and deploys machine learning models to production. Collaborates with business teams to improve data models that feed business intelligence tools, increasing data accessibility and fostering data-driven decision-making across the organization. Builds real-time and batch pipelines to handle large volumes of data efficiently. Collaborates with cross-functional teams and translate business requirements into scalable data solutions. Responsibilities: + Design, develop, and maintain real-time or batch data pipelines to process and analyze large volumes of data. Designs and develops programs and tools to support ingestion, curation, and provisioning of complex first party and third-party data to achieve analytics, reporting, and data science. Design and develop Advanced Data Products and Intelligent APIs. Monitors the system performance by performing regular tests, troubleshoots, and integrates new features. + Lead in analysis of data and the design the data architecture to support BI, AI/ML and data products. + Designs and implements data platform architecture to meet organization analytical requirements. Ensures the solution designs address operational requirements such as scalability, maintainability, extensibility, flexibility, and integrity. + Provide technical leadership and mentorship to team members. Leads peer development and code reviews with focus on test driven development and Continuous Integration and Continuous Development (CICD). Requirements: + Bachelors degree in computer science, information systems, data science, management information systems, mathematics, physics, engineering, statistics, economics, and/or a related field required. + Masters degree in computer science, information systems, data science, management information systems, mathematics, physics, engineering, statistics, economics, and/or a related field preferred. + Minimum of eight (8) years of experience as a data engineer with full-stack capabilities + Minimum of ten (10) years of Experience in programming + Minimum of five (5) years in Cloud technologies like Azure, Aws or Google. + Strong SQL Knowledge + Experience in ML and ML Pipeline a plus + Experience in real-time integration, developing intelligent apps and data products. + Proficiency in Python and experience with CI/CD practices + Strong background in IAAS platforms and infrastructure + Hands-on experience with Databricks, Spark, Fabric, or similar technologies + Experience in Agile methodologies + Hands-on experience in the design and development of data pipelines and data products + Experience in developing data ingestion, data processing, and analytical pipelines for big data, NoSQL, and data warehouse solutions. + Hands-on experience implementing data migration and data processing using Azure services: ADLS, Azure Data Factory, Event Hub, IoT Hub, Azure Stream Analytics, Azure Analysis Service, HDInsight, Databricks Azure Data Catalog, Cosmo Db, ML Studio, AI/ML, etc. + Extensive experience in Big Data technologies such as Apache Spark and streaming technologies such as Kafka, EventHub, etc. + Extensive experience in designing data applications in a cloud environment. + Intermediate experience in RESTful APIs, messaging systems, and AWS or Microsoft Azure. + Extensive experience in Data Architecture and data modeling + Expert in data analysis and data quality frameworks. + Knowledgeable with BI tools such as Power BI and Tableau. + Ability to work in a fast-paced, dynamic environment and manage multiple priorities effectively + Excellent communication and collaboration skills + Advanced understanding of data security best practices. + Advanced understanding of systems and data integration architecture + Critical thinking is a must. + Problem-solving skills, including the ability to look for root causes and implementable, workable solutions, as well as process improvement ability. + Proven ability to perform high-quality technical documentation and presentations. + Excellent organization, time management, and communication skills. + Ability to be an effective member of project teams. + Demonstrate professionalism, flexibility/adaptability, and ability to multi-task and work in a team environment. Build your career with us: At AMH, we know what it takes to feel at home. Thats not just our product; its also our culture. We work to maintain a people-first culture of trust, belonging, and inclusion, where our employees are empowered to collaborate and take initiative. If youre ready to elevate your career, we hope you'll consider making your home with us. Apply today and a member of our Talent Acquisition team will reach out soon! To learn more about our workplace, please visit amh.com/careers. CA Privacy Notice: To learn more about what information we collect when you apply for a job, and how we use that information, please see our CA Job Applicant Privacy Notice found at http://employeeprivacy.amh.com/ #LI-KR1 #DICE

Since 2012, we've grown to become one of the leading single-family rental companies and homebuilders in the country, recently recognized as a top employer by Fortune and Great Place To Work.? At AMH, our goal is to simplify the experience of leasing a home through professional management and maintenance support, so our residents can focus on what really matters to them, wherever they are in life.?? Product Manager The Product Manager is responsible for overseeing the development and management of products throughout the lifecycle, from ideation to launch and beyond. Works closely with cross-functional teams to ensure products solve problems, meet market needs and align with company goals. Responsibilities: + Oversees the product development process to ensure timely delivery of high-quality products. Defines product requirements and creates roadmaps, prioritizing features based on business impact and customer value. Analyzes product performance and user feedback to inform future product enhancements. Serves as the primary point of contact for product-related inquiries and issues. + Leads the product vision and strategy, ensuring alignment with the company's long-term goals. Collaborates with engineering, design, business stakeholders, and other team members to develop and execute product plans. + Develops epics and user stories, establishes and maintains prioritized backlog with estimations and projected delivery timelines. Requirements: + Bachelors degree in computer science, engineering, business, relative field or an equivalent combination of education and experience required. + Minimum three (3) years of experience in product management. + Experience with agile methodologies preferred. + Strong analytical, problem-solving, and decision-making skills; excellent communication and interpersonal skills; proficiency in product management tools and software; understanding of software development processes and methodologies. + Proven track record of supporting cross-functional teams; strong influencing skills and experience in stakeholder management; deep understanding of customer needs and user research. + Ability to think strategically and align product strategies with business goals, experience with user research, data analysis, and product testing tools and techniques. + Experience with A/B testing and data-driven decision-making; adaptability to changing market conditions and business priorities. Build your career with us: At AMH, we know what it takes to feel at home. Thats not just our product; its also our culture. We work to maintain a people-first culture of trust, belonging, and inclusion, where our employees are empowered to collaborate and take initiative. If youre ready to elevate your career, we hope you'll consider making your home with us. Apply today and a member of our Talent Acquisition team will reach out soon! To learn more about our workplace, please visit amh.com/careers. #LI-SC1, #LI-Hybrid CA Privacy Notice:?To learn more about what information we collect when you apply for a job, and how we use that information, please see our CA Job Applicant Privacy Notice found?at?http://employeeprivacy.amh.com/

American homes 4 rent Interview Questions

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American homes 4 rent Interview Guides

American homes 4 rent Interview Questions

American homes 4 rent Salaries by Position

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