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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?

In an A/B test, how can you check if assignment to the various buckets was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

Arthur Lawrence Salaries by Position

<h3>Job Description</h3><div>Job Description<div>Job Title: IT Business Analyst (Endur Specialist) Location: Remote, based in London Type of Position: Remote | Contractual About the Job: We are seeking a seasoned IT Business Analyst with over 8 years of experience in Endur and a comprehensive understanding of the energy trading lifecycle. This role is focused on supporting the implementation and configuration of Endur in key energy markets, including crude, refined products, and biofuels. The ideal candidate will have experience in front, middle, or back office operations, along with a deep understanding of P&L, Greeks, and physical deal lifecycles. Key Responsibilities:<ul><li>Lead the implementation of Endur, with a focus on versions beyond V15.</li><li>Collaborate with stakeholders from front, middle, or back office functions.</li><li>Provide expertise in crude, refined products, and biofuels trading markets.</li><li>Configure Endur for deal modeling, C-motion, reference data, risk valuation, invoicing, settlements, and reporting.</li><li>Work with derivative instruments (futures, swaps, options) for US and European markets.</li><li>Provide detailed reports on position/exposure, P&L, and Greeks.</li><li>Understand and support the physical deal lifecycle, including transit, storage, pipeline, and cargo operations.</li><li>Collaborate on Agile project initiatives and work closely with cross-functional teams.</li></ul> Must-Have:<ul><li>8+ years of IT Business Analyst experience with Endur.</li><li>Experience with Endur versions beyond V15.</li><li>Expertise in configuring Endur for deal modeling, invoicing, and risk management.</li><li>In-depth understanding of the crude, refined products, and biofuels markets.</li><li>Knowledge of derivative instruments in both US and European markets.</li><li>Strong understanding of physical deal lifecycles and operations.</li><li>Bachelor’s Degree preferred, with a focus on Business, Finance, or IT.</li><li>Agile project experience.</li></ul> Nice-to-Have:<ul><li>Professional certification in Business Analysis.</li><li>Previous experience in configuring complex P&L, Greeks, and exposure reporting.</li><li>Experience working in cross-functional, Agile teams.</li></ul> Work Authorization: At this time, we are unable to provide visa sponsorship. We are seeking candidates who are authorized and eligible to work in the U.S. without the need for current or future sponsorship. Why Arthur Lawrence? Arthur Lawrence is a recognized leader in management and technology consulting, providing enterprise-wide business transformation and business application implementation services. Our technical expertise, combined with our experience working with world-class companies, enables us to develop winning strategies and cost-effective solutions.<ul><li>Certified by the National Minority Supplier Development Council</li><li>UN Women Empowerment Principal Signatory</li></ul> Industry Recognition:<ul><li>Ranked in the top 100 internationally by IAOP</li><li>Featured on the Inc 5000 list as one of America’s fastest-growing companies</li><li>Entrepreneur 360 Award Winner</li><li>Recognized as one of the top ten fastest-growing businesses in Houston</li><li>Ranked in HBJ’s Fast 100 Private Companies Award</li></ul> Our Seven Pillars: Our success is built on seven core values: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. These values guide us in delivering quality results for both our consultants and clients, helping us achieve success beyond expectations. Ready to Make an Impact? If you’re looking to advance your career with a company that values excellence, integrity, and innovation, we want to hear from you! Apply now with your current or updated resume!Powered by JazzHR1Ui5FuTZXK</div></div>

<h3>Job Title: Data Analyst</h3>
Arthur Lawrence is urgently looking for a Data Analyst for a client in Duluth, GA. Kindly review the job requirements below.
<h3>Must Have:</h3>
<ul>
<li>3 to 4 years' experience on statistical modeling, machine learning, and predictive modeling</li>
<li>Expertise on RPA (UiPath delivery), process flow design</li>
<li>Proficient in other related technical requirements</li>
<li>NLP and OCR algorithm training</li>
<li>Efficient in maintaining the data ecosystems, and sourcing analytics</li>
</ul>
<h3>Nice to Have:</h3>
<ul>
<li>Bachelor's degree</li>
</ul>
Contact Information:
<ul>
<li>Talent Advocate: Max</li>
<li>Call: 832 240-2030</li>
<li>Applicants must have valid work authorization in the United States, as visa sponsorship is not available at this time.</li>
</ul>
<h3>About Us:</h3>
Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services. Our in-depth technical knowledge and broad experience of working with world-class companies enables organizations to leverage our capabilities in developing winning strategies and cost-effective solutions.
We are an UN Women Empowerment Principle Signatory and are certified from the National Minority Supplier Development Council.
<ul>
<li>Winner of Entrepreneur 360 Award (2019)</li>
<li>IAOP Award; Ranked in top 100 internationally</li>
<li>Arthur Lawrence ranked within the Inc 5000 twice in 2016 and 2017 as one of the fastest growing companies in America.</li>
<li>Named one of the top ten fastest growing businesses in Houston in 2016.</li>
<li>Ranked 25th in the HBJ's Fast 100 Private Companies Award in 2017.</li>
</ul>
Our Seven Pillars:
We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation.
For more information, visit <a href="#">www.arthurlawrence.net</a>
#J-18808-Ljbffr

Job Title: IT Business Analyst (Endur Specialist)Location: Remote, based in LondonType of Position: Remote | Contractual About the Job:We are seeking a seasoned IT Business Analyst with over 8 years of experience in Endur and a comprehensive understanding of the energy trading lifecycle. This role is focused on supporting the implementation and configuration of Endur in key energy markets, including crude, refined products, and biofuels. The ideal candidate will have experience in front, middle, or back office operations, along with a deep understanding of P&L, Greeks, and physical deal lifecycles. Key Responsibilities:<ol><li>Lead the implementation of Endur, with a focus on versions beyond V15.</li><li>Collaborate with stakeholders from front, middle, or back office functions.</li><li>Provide expertise in crude, refined products, and biofuels trading markets.</li><li>Configure Endur for deal modeling, C-motion, reference data, risk valuation, invoicing, settlements, and reporting.</li><li>Work with derivative instruments (futures, swaps, options) for US and European markets.</li><li>Provide detailed reports on position/exposure, P&L, and Greeks.</li><li>Understand and support the physical deal lifecycle, including transit, storage, pipeline, and cargo operations.</li><li>Collaborate on Agile project initiatives and work closely with cross-functional teams.</li></ol> Must-Have:<ol><li>8+ years of IT Business Analyst experience with Endur.</li><li>Experience with Endur versions beyond V15.</li><li>Expertise in configuring Endur for deal modeling, invoicing, and risk management.</li><li>In-depth understanding of the crude, refined products, and biofuels markets.</li><li>Knowledge of derivative instruments in both US and European markets.</li><li>Strong understanding of physical deal lifecycles and operations.</li><li>Bachelor’s Degree preferred, with a focus on Business, Finance, or IT.</li><li>Agile project experience.</li></ol> Nice-to-Have:<ol><li>Professional certification in Business Analysis.</li><li>Previous experience in configuring complex P&L, Greeks, and exposure reporting.</li><li>Experience working in cross-functional, Agile teams.</li></ol> Work Authorization:At this time, we are unable to provide visa sponsorship. We are seeking candidates who are authorized and eligible to work in the U.S. without the need for current or future sponsorship. Why Arthur Lawrence?Arthur Lawrence is a recognized leader in management and technology consulting, providing enterprise-wide business transformation and business application implementation services. Our technical expertise, combined with our experience working with world-class companies, enables us to develop winning strategies and cost-effective solutions.<ol><li>Certified by the National Minority Supplier Development Council</li><li>UN Women Empowerment Principal Signatory</li></ol> Industry Recognition:<ol><li>Ranked in the top 100 internationally by IAOP</li><li>Featured on the Inc 5000 list as one of America’s fastest-growing companies</li><li>Entrepreneur 360 Award Winner</li><li>Recognized as one of the top ten fastest-growing businesses in Houston</li><li>Ranked in HBJ’s Fast 100 Private Companies Award</li></ol> Our Seven Pillars:Our success is built on seven core values: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. These values guide us in delivering quality results for both our consultants and clients, helping us achieve success beyond expectations. Ready to Make an Impact?If you’re looking to advance your career with a company that values excellence, integrity, and innovation, we want to hear from you! Apply now with your current or updated resume!
#J-18808-Ljbffr

Arthur Lawrence is looking to hire a Data Engineer for one of our clients in Arlington, TX. Please find the job description below and send us your updated resume, if interested: Must-Have: <ul><li> 8+ years of experience as a Data Engineer </li><li> Experienced with Java/Python, SAP ECC, HANA, Kubernetes, Tableau, and SQL Server </li><li> Worked with PostgreSQL, Git Source Control, Airflow, OpenShift, Docker, and REST/SOAP </li><li> Well-versed in Agile development, Jira, AWS S3, and TIBCO Data Virtualization </li><li> Ability to work with ETL pipelines, SAP ERP data, SAP HANA systems, business intelligence, and reporting </li></ul> **TN visa sponsorship is available for successful candidates. About Us: Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services to Fortune 100 and Big 4 organizations. Our in-depth technical knowledge and broad experience in working with world-class companies enable organizations to leverage our capabilities in developing winning strategies and cost-effective solutions. We are a UN Women Empowerment Principal Signatory and are certified by National Minority Supplier Development Council. Recent Associations & Acknowledgments: <ul><li> Been recognized as a 2023 TOP WORKPLACE by the Houston Chronicle </li><li> IAOP Award; Ranked in the top 100 internationally </li><li> Ranked among the Inc 5000 twice - as one of the FASTEST GROWING COMPANIES OF AMERICA </li><li> Member of HMSDC, NMSDC and NY&NJMSDC </li></ul> Our Seven Pillars: We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation. Powered by Froala Editor

Arthur Lawrence is looking to hire a Big Data Engineer for one of our clients based in Yonkers, NY. Please find the job description below and send us your updated resume, if interested: Must-Have: <ul><li>3-5 years of experience as a Big Data Engineer</li><li>Experienced in data ingestion/ governance Redshift, Glue, SnowSQL, PySpark, and AWS-based solutions</li><li>Skilled in AWS's S3, Snowpark, Athena, EMR, Hadoop, CI/CD pipelines</li></ul> **TN visa sponsorship is available for successful candidates. About Us: Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services to Fortune 100 and Big 4 organizations. Our in-depth technical knowledge and broad experience in working with world-class companies enable organizations to leverage our capabilities in developing winning strategies and cost-effective solutions. We are a UN Women Empowerment Principal Signatory and are certified by National Minority Supplier Development Council. Recent Associations & Acknowledgments: <ul><li>Been recognized as a 2023 TOP WORKPLACE by the Houston Chronicle</li><li>IAOP Award; Ranked in the top 100 internationally</li><li>Ranked among the Inc 5000 twice - as one of the FASTEST GROWING COMPANIES OF AMERICA</li><li>Member of HMSDC, NMSDC and NY&NJMSDC</li></ul> Our Seven Pillars: We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation. Powered by Froala Editor

Arthur Lawrence is looking to hire a Lead Data Analyst for one of our clients in Houston, TX (MUST BE LOCAL). Please find the job description below and send us your updated resume, if interested: Must-Have: <ul><li> 7+ years of experience in Analytics and Information Systems, with at least 3+ years in a leadership role </li><li> Proficiency in SQL, Tableau, and data preparation/transformation tools (e.g., Alteryx, Hadoop) </li><li> Strong background in data science tools (e.g., Python, R, SAS) and statistical analysis </li><li> Proven track record of managing data-driven projects and collaborating with stakeholders to achieve strategic business goals </li><li> Experience with enterprise data platforms (e.g., Snowflake, Vertica) and ensuring data integration across systems </li> </ul> **TN visa sponsorship is available for successful candidates. About Us: Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services to Fortune 100 and Big 4 organizations. Our in-depth technical knowledge and broad experience in working with world-class companies enable organizations to leverage our capabilities in developing winning strategies and cost-effective solutions. We are a UN Women Empowerment Principal Signatory and are certified by National Minority Supplier Development Council. Recent Associations & Acknowledgments: <ul><li> Been recognized as a 2023 TOP WORKPLACE by the Houston Chronicle </li><li> IAOP Award; Ranked in the top 100 internationally </li><li> Ranked among the Inc 5000 twice - as one of the FASTEST GROWING COMPANIES OF AMERICA </li><li> Member of HMSDC, NMSDC and NY&NJMSDC </li> </ul> Our Seven Pillars: We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation. Powered by Froala Editor

Arthur Lawrence is looking to hire a Lead Data Analyst for one of our clients in Houston, TX (MUST BE LOCAL). Please find the job description below and send us your updated resume, if interested: Must-Have: <ul><li> 7+ years of experience in Analytics and Information Systems, with at least 3+ years in a leadership role </li><li> Proficiency in SQL, Tableau, and data preparation/transformation tools (e.g., Alteryx, Hadoop) </li><li> Strong background in data science tools (e.g., Python, R, SAS) and statistical analysis </li><li> Proven track record of managing data-driven projects and collaborating with stakeholders to achieve strategic business goals </li><li> Experience with enterprise data platforms (e.g., Snowflake, Vertica) and ensuring data integration across systems </li></ul> **TN visa sponsorship is available for successful candidates. About Us: Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services to Fortune 100 and Big 4 organizations. Our in-depth technical knowledge and broad experience in working with world-class companies enable organizations to leverage our capabilities in developing winning strategies and cost-effective solutions. We are a UN Women Empowerment Principal Signatory and are certified by National Minority Supplier Development Council. Recent Associations & Acknowledgments: <ul><li> Been recognized as a 2023 TOP WORKPLACE by the Houston Chronicle </li><li> IAOP Award; Ranked in the top 100 internationally </li><li> Ranked among the Inc 5000 twice - as one of the FASTEST GROWING COMPANIES OF AMERICA </li><li> Member of HMSDC, NMSDC and NY&NJMSDC </li></ul> Our Seven Pillars: We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation. Powered by Froala Editor

Arthur Lawrence is looking to hire a Big Data Engineer for one of our clients based in Yonkers, NY. Please find the job description below and send us your updated resume, if interested: Must-Have: 3-5 years of experience as a Big Data Engineer
Experienced in data ingestion/ governance Redshift, Glue, SnowSQL, PySpark, and AWS-based solutions
Skilled in AWS's S3, Snowpark, Athena, EMR, Hadoop, CI/CD pipelines
**TN visa sponsorship is available for successful candidates. About Us: Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services to Fortune 100 and Big 4 organizations. Our in-depth technical knowledge and broad experience in working with world-class companies enable organizations to leverage our capabilities in developing winning strategies and cost-effective solutions. We are a UN Women Empowerment Principal Signatory and are certified by National Minority Supplier Development Council. Recent Associations & Acknowledgments: Been recognized as a 2023 TOP WORKPLACE by the Houston Chronicle
IAOP Award; Ranked in the top 100 internationally
Ranked among the Inc 5000 twice - as one of the FASTEST GROWING COMPANIES OF AMERICA
Member of HMSDC, NMSDC and NY&NJMSDC Our Seven Pillars: We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation. Powered by Froala Editor

Arthur Lawrence is looking to hire a Applications Product Manager for one of our clients in Fairfield, OH. Please find the job description below and send us your updated resume, if interested: Must-Have: <ul><li>8 - 9 years of experience as a Applications Product Manager</li><li>In-depth knowledge in project management and stakeholder communication for alignment and efficiency.</li><li>Expertise in legacy systems and backlog management to support smooth operations</li></ul> **TN visa sponsorship is available for successful candidates. About Us: Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services to Fortune 100 and Big 4 organizations. Our in-depth technical knowledge and broad experience in working with world-class companies enable organizations to leverage our capabilities in developing winning strategies and cost-effective solutions. We are a UN Women Empowerment Principal Signatory and are certified by National Minority Supplier Development Council. Recent Associations & Acknowledgments: <ul><li>Been recognized as a 2023 TOP WORKPLACE by the Houston Chronicle</li><li>IAOP Award; Ranked in the top 100 internationally</li><li>Ranked among the Inc 5000 twice - as one of the FASTEST GROWING COMPANIES OF AMERICA</li><li>Member of HMSDC, NMSDC and NY&NJMSDC</li></ul> Our Seven Pillars: We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation. Powered by Froala Editor

Arthur Lawrence is looking to hire a Big Data Engineer for one of our clients based in Yonkers, NY. Please find the job description below and send us your updated resume, if interested: Must-Have: <ul><li>3-5 years of experience as a Big Data Engineer </li><li>Experienced in data ingestion/ governance Redshift, Glue, SnowSQL, PySpark, and AWS-based solutions </li><li>Skilled in AWS's S3, Snowpark, Athena, EMR, Hadoop, CI/CD pipelines </li></ul>**TN visa sponsorship is available for successful candidates. About Us: Arthur Lawrence is a management and technology consulting firm providing enterprise-wide business transformation and business applications implementation services to Fortune 100 and Big 4 organizations. Our in-depth technical knowledge and broad experience in working with world-class companies enable organizations to leverage our capabilities in developing winning strategies and cost-effective solutions. We are a UN Women Empowerment Principal Signatory and are certified by National Minority Supplier Development Council. Recent Associations & Acknowledgments: <ul><li>Been recognized as a 2023 TOP WORKPLACE by the Houston Chronicle </li><li>IAOP Award; Ranked in the top 100 internationally </li><li>Ranked among the Inc 5000 twice - as one of the FASTEST GROWING COMPANIES OF AMERICA </li><li>Member of HMSDC, NMSDC and NY&NJMSDC </li></ul> Our Seven Pillars: We rely on the seven core values that we believe enable us to deliver quality for our consultants and clients: Education, Integrity, Value Creation, Collaboration, Best Client, Best People, and Stewardship. Through strict adherence to these core values, we have achieved success beyond all documented forecasts and anticipation. Powered by Froala Editor

Arthur Lawrence Interview Questions

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