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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

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?

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?

Peopletec Salaries by Position

Responsibilities: PeopleTec is pursuing the Missile Defense Agency Information Management and Software Services (AIMSS) competitive effort, formerly known as the Missile Defense Data Center (MDDC) Program. Our mission is to design and implement a Missile Defense System with multiple layers of protection. As proud employee owners, were committed to delivering excellence and innovation in everything we do. Please submit your resume if you are interested in this opportunity and live in the Huntsville or Colorado Springs areaor are considering joining PeopleTec. Were excited to work together! <ul><li>Job Title: Data Scientist I, II </li></ul> <ul><li>Job Description: Serves as data SME when designing, developing or optimizing data driven solutions and applications. Data mining; extending organization's data with third party sources of information when required; enhancing data collection procedures to include information that is relevant for building analytic systems; processing, cleansing, and verifying the integrity of data used for analysis; conducting ad-hoc analysis and presenting results in a clear manner; creating automated anomaly detection systems and constant tracking of its performance. Understand machine learning techniques and algorithms; experience with common data science toolkits, data visualization tools, proficient in using query languages such as SQL; applied statistics skills, such as distributions, statistical testing, regression, etc.; scripting and programming skills. </li></ul> Estimated Time To Hire: October 2024 Qualifications: If you are an incumbent employee currently working on the MDDC contract and are interested in continuing in your position under the new contract as part of the PeopleTec AIMSS team, you can submit your information through our dedicated platform or explore positions on the PeopleTec Careers Page. During the transition, PeopleTec prioritizes registered incumbents and aligns those employees to the new contract positions, allowing us to make competitive and timely offers early. We collaborate with non-registered incumbents and classify remaining positions as open or vacant accordingly. All information provided is kept strictly confidential. Overview: People First. Technology Always. PeopleTec, Inc. is an employee-owned small business founded in Huntsville, AL that provides exceptional customer support by employing and retaining a highly skilled workforce. Culture: The name "PeopleTec" was deliberately chosen to remind us of our core value system - our people. Our company's foundation was built on placing our employees and customers first. With an award-winning atmosphere, we have matured into a company that boasts the best and brightest across multiple technical fields. Career: At PeopleTec, we value your long-term goals. Whether it's through our continuing-education opportunities, our robust training programs, or our "People First" benefits package, PeopleTec truly believes that our best investments are our people. Come Experience It. #cjpost #dpost EEO Statement PeopleTec, Inc. is an Equal Employment Opportunity employer and provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in its job application procedures. If you have any difficulty using our online system and you need an accommodation due to a disability, you may use the following email address, applicationhelp@peopletec.com and/or phone number (256.319.3800) to contact us about your interest in employment with PeopleTec, Inc. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. PeopleTec, Inc. participates in E-Verify.

Responsibilities: PeopleTec is pursuing the Missile Defense Agency Information Management and Software Services (AIMSS) competitive effort, formerly known as the Missile Defense Data Center (MDDC) Program. Our mission is to design and implement a Missile Defense System with multiple layers of protection. As proud employee owners, were committed to delivering excellence and innovation in everything we do. Please submit your resume if you are interested in this opportunity and live in the Huntsville or Colorado Springs areaor are considering joining PeopleTec. Were excited to work together! <ul><li>Job Title: Senior Data Analyst Engineer I, II, III </li></ul> <ul><li>Job Description: Performs database design activities for software development and lab infrastructure support capabilities. Works with Software Development to define the structure and metadata for collection of MDA Test Resource and Asset objects. Has Experience in development of a SQL Server based database architecture for application defined assets, conditions, constraints, test objectives, and other objects required to support an asset based scheduling application. Has expertise in designing an operational database that support optimization assessment of scheduling assets. </li></ul> Estimated Time To Hire: October 2024 Qualifications: If you are an incumbent employee currently working on the MDDC contract and are interested in continuing in your position under the new contract as part of the PeopleTec AIMSS team, you can submit your information through our dedicated platform or explore positions on the PeopleTec Careers Page. During the transition, PeopleTec prioritizes registered incumbents and aligns those employees to the new contract positions, allowing us to make competitive and timely offers early. We collaborate with non-registered incumbents and classify remaining positions as open or vacant accordingly. All information provided is kept strictly confidential. Overview: People First. Technology Always. PeopleTec, Inc. is an employee-owned small business founded in Huntsville, AL that provides exceptional customer support by employing and retaining a highly skilled workforce. Culture: The name "PeopleTec" was deliberately chosen to remind us of our core value system - our people. Our company's foundation was built on placing our employees and customers first. With an award-winning atmosphere, we have matured into a company that boasts the best and brightest across multiple technical fields. Career: At PeopleTec, we value your long-term goals. Whether it's through our continuing-education opportunities, our robust training programs, or our "People First" benefits package, PeopleTec truly believes that our best investments are our people. Come Experience It. #cjpost #dpost EEO Statement PeopleTec, Inc. is an Equal Employment Opportunity employer and provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in its job application procedures. If you have any difficulty using our online system and you need an accommodation due to a disability, you may use the following email address, applicationhelp@peopletec.com and/or phone number (256.319.3800) to contact us about your interest in employment with PeopleTec, Inc. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. PeopleTec, Inc. participates in E-Verify.

Responsibilities: PeopleTec is pursuing the Missile Defense Agency Information Management and Software Services (AIMSS) competitive effort, formerly known as the Missile Defense Data Center (MDDC) Program. Our mission is to design and implement a Missile Defense System with multiple layers of protection. As proud employee owners, were committed to delivering excellence and innovation in everything we do. Please submit your resume if you are interested in this opportunity and live in the Huntsville or Colorado Springs areaor are considering joining PeopleTec. Were excited to work together! <ul><li>Job Title: Data Analyst I, II, III </li></ul> <ul><li>Job Description: Ensures that data is collected and reviewed within established time frames and in accordance with prescribed standards of quality. Assists in addressing technical or administrative issues associated with data collection and dissemination. Uses standard data collection tools to analyze data daily, to collect and review reports and surveys from data collection systems, checking data and responses for quality, accuracy, and completeness. Uses analytical expertise in data collection tools and statistical methods to the RDT&E community in analyzing data and identifying trends. Extracts specific data elements from databases and analyzes that data under supervision using appropriate software. </li></ul> Estimated Time To Hire: October 2024 Qualifications: If you are an incumbent employee currently working on the MDDC contract and are interested in continuing in your position under the new contract as part of the PeopleTec AIMSS team, you can submit your information through our dedicated platform or explore positions on the PeopleTec Careers Page. During the transition, PeopleTec prioritizes registered incumbents and aligns those employees to the new contract positions, allowing us to make competitive and timely offers early. We collaborate with non-registered incumbents and classify remaining positions as open or vacant accordingly. All information provided is kept strictly confidential. Overview: People First. Technology Always. PeopleTec, Inc. is an employee-owned small business founded in Huntsville, AL that provides exceptional customer support by employing and retaining a highly skilled workforce. Culture: The name "PeopleTec" was deliberately chosen to remind us of our core value system - our people. Our company's foundation was built on placing our employees and customers first. With an award-winning atmosphere, we have matured into a company that boasts the best and brightest across multiple technical fields. Career: At PeopleTec, we value your long-term goals. Whether it's through our continuing-education opportunities, our robust training programs, or our "People First" benefits package, PeopleTec truly believes that our best investments are our people. Come Experience It. #cjpost #dpost EEO Statement PeopleTec, Inc. is an Equal Employment Opportunity employer and provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in its job application procedures. If you have any difficulty using our online system and you need an accommodation due to a disability, you may use the following email address, applicationhelp@peopletec.com and/or phone number (256.319.3800) to contact us about your interest in employment with PeopleTec, Inc. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. PeopleTec, Inc. participates in E-Verify.

Responsibilities: PeopleTec is currently seeking a Software Engineer / Architect to support our Huntsville, AL location. PeopleTec is a leading company that recruits and develops technology talent, deploying them on client projects across the United States. We specialize in Digital Transformation, Cloud Services, DevSecOps, Cybersecurity, Artificial Intelligence (AI), Business Intelligence (BI), Data Science, and Machine Learning (ML) initiatives for both federal and commercial clients. We seek a mid to senior-level Software Engineer/Architect to support our Huntsville location. Our team is looking for an exceptionally motivated, self-starting Software Engineer/Architect to assist in the architecture and development of our cutting-edge digital ecosystems and data mesh capabilities. The ideal candidate will have a strong background in software engineering, cloud computing, data architecture, and microservices, focusing on creating scalable and flexible systems that enable seamless integration and data interoperability across our digital platforms. Duties: <ul> <li>Assist with the design and development of digital ecosystem architectures, including integrating various systems, platforms, and tools </li><li>Design and implement data mesh architectures to ensure decentralized data ownership and access across the organization. </li><li>Collaborate with cross-functional teams to align architectural designs with business goals and technology strategies. </li><li>Develop and deploy software solutions within the digital ecosystem, ensuring high performance, scalability, and reliability. </li><li>Build and maintain APIs, microservices, and other software components that enable interoperability and data flow across different platforms. </li><li>Implement best practices in software development, including code reviews, testing, and continuous integration/continuous deployment (CI/CD). </li><li>Develop data governance, quality, and security strategies within the digital ecosystem. </li><li>Work with data engineering teams to design data pipelines and workflows that support real-time data processing and analytics. </li><li>Collaborate with product managers, business stakeholders, and other engineering teams to translate business requirements into technical solutions. </li><li>Provide technical guidance and mentorship to junior engineers and development teams. </li><li>Communicate complex technical concepts to non-technical stakeholders, ensuring a shared understanding of architecture and development processes. </li><li>Stay up-to-date with industry trends, tools, and technologies and incorporate them into architecture and development processes where appropriate. </li><li>Continuously evaluate and improve the digital ecosystem's performance, security, and scalability. </li></ul> Qualifications: Required Skills/Experience: <ul> <li>Mid to Senior-Level Software Engineer/Architect experience (8+ years) </li><li>Strong technical skills, including knowledge of software development, systems engineering, software architecture, and digital transformation </li><li>A deep understanding of Agile principles and methodologies </li><li>Travel: 10 % </li><li>Must be a U.S. Citizen </li><li>An active DoD Secret clearance is required to perform this work. Candidates are required to have an active Secret clearance upon hire, and the ability to maintain this level of clearance during their employment. </li></ul> Education Requirements: <ul> <li>Bachelor's degree in a relevant field (e.g., Computer Science, Engineering, etc.) </li></ul> Desired Skills: <ul> <li>Experience providing long-term vision and strategic thinking to align product development with overall business goals </li><li>Ability to work independently and meet deadlines with minimal oversight </li><li>Demonstrated track record of successfully delivering complex projects </li><li>Proficiency in identifying, assessing, and managing risks associated with program delivery </li><li>Willingness to learn new tools and adapt processes to fit product and stakeholder needs </li><li>Ability to prioritize tasks and manage multiple initiatives simultaneously </li><li>Focus on understanding and meeting the needs of end-users </li><li>Capacity to adapt to changing circumstances and navigate through ambiguity, changing priorities, and/or requirements </li><li>Ability to negotiate and resolve conflicts effectively within the project team and with external parties </li><li>Located in or willing to relocate to the Huntsville, AL area </li></ul> Overview: People First. Technology Always. PeopleTec, Inc. is an employee-owned small business founded in Huntsville, AL that provides exceptional customer support by employing and retaining a highly skilled workforce. Culture: The name "PeopleTec" was deliberately chosen to remind us of our core value system - our people. Our company's foundation was built on placing our employees and customers first. With an award-winning atmosphere, we have matured into a company that boasts the best and brightest across multiple technical fields. Career: At PeopleTec, we value your long-term goals. Whether it's through our continuing-education opportunities, our robust training programs, or our "People First" benefits package, PeopleTec truly believes that our best investments are our people. Come Experience It. #cjpost #dpost EEO Statement PeopleTec, Inc. is an Equal Employment Opportunity employer and provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in its job application procedures. If you have any difficulty using our online system and you need an accommodation due to a disability, you may use the following email address, applicationhelp@peopletec.com and/or phone number (256.319.3800) to contact us about your interest in employment with PeopleTec, Inc. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. PeopleTec, Inc. participates in E-Verify.

Responsibilities: PeopleTec is currently seeking a Product Manager/ Data Science (Senior) to support our Springfield/ Ft Belvoir, VA location. The Senior Level Product Manager/Data Science for the NGA AI/ML Program plays a critical role in the intersection of technology and strategy. This individual will operate at the forefront of AI and deep learning technologies, championing transformational changes within the Digital Intelligence Environment (DIE) of the National Geospatial-Intelligence Agency (NGA). Product Managers/Data Science on the NGA AI/ML Program are integral to ensuring the success of the program. They are key players in translating user needs into product strategies and supporting the NGA AI/ML Program in the development and deployment of machine learning products and decision support. Duties:<ul><li>Analyze large amounts of data to find patterns and recommend solutions that will improve the clients capabilities. Work will require working in teams to solve large, complex problems to achieve interrelated and interdependent objectives.</li><li>Identify valuable data sources and automate mining/collection processes. Undertake preprocessing of structured and unstructured data.</li><li>Analyze large amounts of data/information to discover and articulate trends and patterns.</li><li>Provide strategic insight and advice concerning the direction and applicability of industry-standard solutions.</li><li>Offer specialized expertise to facilitate the development of comprehensive methods for defining present and future strategic product milestones.</li><li>Monitor all facets of product performance, and assist in the formulation of long-term plans.</li><li>Utilize industry-specific knowledge to evaluate an organization's operational and functional baseline.</li><li>Participate actively in account strategy sessions, strategic assessments, and design reviews to validate enterprise approaches and associated work products.</li><li>Stay abreast of developments within their field of expertise and apply them to the client environment, encompassing emerging technologies, lessons learned, best practices, and assessment methodologies.</li><li>Serve as an interface connecting stakeholders, users, and the development team. Attend industry and government events to discuss technical details related to the NGA AI/ML program.</li><li>Engage with users and customers to discern and comprehend their underlying needs.</li><li>Collaborate with both internal and external stakeholders, including product and program managers, to formulate a product vision and roadmap that aligns with the NGA AI/ML Program's objectives.</li><li>Work in close coordination with software engineering teams to fulfill user needs and construct user experiences that meet the standards expected by the Intelligence Community, Department of Defense (DoD), and government workforce.</li><li>Support the entire product development lifecycle, from conceptualization and design to implementation and evaluation, particularly for moderately complex product development efforts.</li><li>Effectively communicate, educate, and advocate the vision and goals of new products, both internally and externally.</li></ul> Qualifications: Required Skills/Experience:<ul><li>Critical thinker that is comfortable supporting collaborative problem solving in a team environment</li><li>Agile/scrum experience, and familiarity with Agile methodologies or certifications, such as Scrum Master</li><li>Has working knowledge of multiple programming languages and statistical packages, as well as knowledge of dataset tools and Artificial Intelligence/Machine Learning (AI/ML)</li><li>Analytical and problem-solving skills, with the ability to use data and metrics to drive product decisions.</li><li>6+ months of experience in AI space</li><li>Travel: Less than 25% </li><li>Must be a U.S. Citizen </li><li>An active DoD Top Secret w/ SCI clearance is required to perform this work. Candidates are required to have an active DoD Top Secret w/ SCI clearance upon hire, and the ability to maintain this level of clearance during their employment.</li></ul> Education Requirements:<ul style="margin-top: 0in;"><li>A Bachelor's degree in a relevant field such as Computer Science, Math, Engineering, Information Technology, Business, or a related discipline.</li></ul> Desired Skills:<ul><li style="color: #2a3140;">Relevant certifications or additional education in Product Management, Project Management, or a related field are a plus.</li><li style="color: #2a3140;">Lead high-performing teams delivering IT solutions.</li><li style="color: #2a3140;">AI/ML Familiarity, an understanding of AI/ML concepts, algorithms, and current trends.</li><li style="color: #2a3140;">Cross-functional collaboration, experience working with diverse teams, such as data scientists, engineers, vendors, and military professionals.</li><li style="color: #2a3140;">Experience working in a joint military environment. </li><li style="color: #2a3140;">A Masters Degree in a relevant field such as Computer Science, Math, Engineering, Information Technology, Business, or a related discipline</li></ul> Estimated Time to Hire:<ul><li>August 30, 2024</li></ul> Overview: People First. Technology Always. PeopleTec, Inc. is an employee-owned small business founded in Huntsville, AL that provides exceptional customer support by employing and retaining a highly skilled workforce. Culture: The name "PeopleTec" was deliberately chosen to remind us of our core value system - our people. Our company's foundation was built on placing our employees and customers first. With an award-winning atmosphere, we have matured into a company that boasts the best and brightest across multiple technical fields. Career: At PeopleTec, we value your long-term goals. Whether it's through our continuing-education opportunities, our robust training programs, or our "People First" benefits package, PeopleTec truly believes that our best investments are our people. Come Experience It. #cjpost #dpost EEO Statement PeopleTec, Inc. is an Equal Employment Opportunity employer and provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in its job application procedures. If you have any difficulty using our online system and you need an accommodation due to a disability, you may use the following email address, applicationhelp@peopletec.com and/or phone number (256.319.3800) to contact us about your interest in employment with PeopleTec, Inc. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. PeopleTec, Inc. participates in E-Verify.

Peopletec Interview Questions

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Peopletec Interview Questions

Peopletec Salaries by Position

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