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<p>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.</p>

<p>How would you assess the validity of the result?</p>


Experiment Validity

<p>You are testing hundreds of hypotheses with many <em>t</em>-tests. What considerations should be made?</p>


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

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?

<p>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.</p>

<p>What factors could have biased this result, and what would you look into?</p>


<p>What could potentially bias the average boarding time in favor of an airline that only flies domestically?</p>

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?

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<h3>Job Description</h3><div>Job Description<div><p><b>Business Data Analyst - 60874</b></p><p><b>Pay Range - $40 - $43/hr</b></p><p>We have an immediate long-term opportunity with one of our prime clients for a position <b>Business Data Analyst </b>to work in Eden Prairie, MN on Hybrid basis.</p><p></p><p><b>Project Overview</b></p><ul><li><b>Team Responsibilities</b>: Managing applications for member outreach programs within house calls, including selecting members from eligibility lists and deciding who to dial.</li><li><b>Tasks</b>: New campaigns, documentation, research support, etc.</li></ul><p></p><p><b>Technical Requirements</b></p><ul><li><b>SQL Expertise</b>: <ul><li>100% SQL work (stored procedures, tables, complex queries, data analysis).</li><li>Performance tuning experience is a plus.</li><li>Scripting in T-SQL environment.</li><li>SSIS experience is a plus for data movement.</li></ul></li></ul><p></p><p><b>Background and Experience</b></p><ul><li><b>SQL Development</b>: Strong background in SQL development with recent data analysis experience.</li><li><b>Business Rules</b>: Ability to understand and code to business rules.</li><li><b>Healthcare Experience</b>: Familiarity with healthcare systems and industry is a big plus.</li><li><b>Business Analysis</b>: Not required, as there's a separate team for requirements.</li></ul><p></p><p><b>Additional Information</b></p><p><b><span class="long-word">Dashboarding/Reporting</span></b>: Not a primary responsibility but may need to cover for someone occasionally</p><p></p><p><b>**ALL successful candidates for this position are required to work directly for PRIMUS. No agencies please only W2**</b></p><p></p><p>For immediate consideration, please contact:<br /></p><p>Neetu<br /><b>PRIMUS Global Services</b><br /> Direct (972) 914-2329<br /> Desk: (972) 753-6500 Ext. 419<br /> Email: <span class="long-word">jobs@primusglobal.com</span></p></div></div>

Qualifications   Bachelor's degree in Business Administration, Information Systems, or related field
Minimum of 5 years of experience as a Business Analyst or similar role
Strong proficiency in SQL database management and data querying
Proven ability to analyze complex datasets and extract actionable insights
Excellent communication and interpersonal skills, with the ability to effectively collaborate with stakeholders at all levels
Strong problem-solving skills and attention to detail
Ability to prioritize and manage multiple tasks in a fast-paced environment
Responsibilities   Conduct thorough data analysis using SQL queries to extract insights and identify trends
Collaborate with cross-functional teams to gather and document business requirements
Translate business requirements into technical specifications for development teams
Develop and maintain reports, dashboards, and other tools to track key performance indicators (KPIs) and metrics
Provide recommendations based on data analysis to support business decision-making
Assist in the implementation and testing of new systems or enhancements
Support ongoing data governance efforts to ensure data accuracy, integrity, and security
Communicate findings and insights to stakeholders in a clear and actionable manner
We have an immediate long-term opportunity with one of our prime clients for a position of Business Analyst to work in Palo Alto, CA on Hybrid basis.
For immediate consideration, please contact:
Tanya
PRIMUS Global Services
Direct (972) 200-4514
Desk (972) 753-6500 Ext. 258
Email: jobs@primusglobal.com

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<h3>Job Description</h3><div>Job Description<div><p><b>Data Analyst - 60757</b></p><p>We have an immediate long-term opportunity with one of our prime clients for a position of <b>Data Analyst to work in Sunnyvale, CA or Hoboken, NJ on hybrid basis.</b></p><p><b>Pay Rate: $40-$45/hr.</b></p><p><b>What you'll do:</b></p><ul><li>Work with the stakeholders to understand the business & reporting need- Propose, design and develop creative dashboard solutions that provides required insights, improve/automate processes and adds value.</li><li>Build reports and dashboard</li><li>You are an expert in SQL</li><li>Provides technical expertise in areas of architecture, design and implementation</li><li>Collaborate with cross-functional teams to design and build systems</li><li>Influence and educate the team with your experience, idea and learning</li></ul><p><b>What you'll bring</b></p><ul><li>Experience leveraging big data technologies such as Hive, Hadoop Spark</li><li>Experience with SQL, Pyspark, BigQuery</li><li>Experience with visualization tools for data reporting such as Tableau Looker</li><li>ETL Experience</li><li>Excellent communication skills for collaborating with other teams</li><li>Experience with relational database modeling and implementation</li><li></li></ul><p><b>**ALL successful candidates for this position are required to work directly for PRIMUS. No agencies please only W-2**</b></p><p>For immediate consideration, please contact:</p><p>Neetu Chaudhary<br /><b>PRIMUS Global Services</b><br /> Direct: 972-914-2329<br /> Phone No: 972-753-6500 Ext: 419<br /> Email: <span class="long-word">jobs@primusglobal.com</span></p><p></p></div></div>

<h3>Job Description</h3><div>Job Description<div><p><b>Data Analyst - REMOTE WORK - 60730</b></p><div></div><div>We have an immediate long-term opportunity with one of our prime clients for a position of <b>Data Analyst to work on Remote basis.</b></div><div></div><div><b>Pay Rate : $25-$30/hr.</b></div><div></div><div></div><div>Client has partnered with McKesson to support their VRR (Virtual Return and Resale) process product to support an array of Contract Pharmacy replenishment. They have launched this product with one of their largest pharmacies (Walmart) and will continue to expand their services to other pharmacy clients McKesson supports. </div><div></div><div><b>MUST HAVES:-</b></div><ul><li>4 years of hands-on SQL- running queries,</li><li>Tableau</li><li>good communication- potentially interfacing w customer</li><li>excel</li><li>prioritization- revenue values, identify trends, provide the client w metrics </li></ul><div></div><div><b>NICE TO HAVES (OR WHAT GETS THE WIN):</b></div><ul><li>Lookr- would be v nice (have used this tool for Walmart) - to access and build dashboards</li><li>healthcare experience (understanding the trends)</li></ul><div></div><div><b>ADVANTAGES & PROCESS: </b></div><ul><li>Start Date: Jan 2nd </li></ul><div></div><div><b>PROJECT DETAILS (Size, Scale, Scope): </b></div><ul><li>What is the scope of work that is being completed? Using SQL to analyze data</li><li>Business requirements will flow from client and QR</li><li>Trends <ul><li>Taking the data and digging in</li><li>Walmart as an example - they have their own assigned people / now moving out of that space</li><li>She does not have a account manager now / walmart is their thing</li><li>They can take the data table (below) and get trends on a routine basis</li><li>Slice it (working all in SQL) <ul><li>Revenue</li><li>Does it level out</li><li>What does it look like</li><li>What can we expect</li></ul></li><li>Moving outside of this space now into pharmacy space - so more data</li><li>We are piloting this new customer segment - so looking to get FB and other metrics</li><li>Making sure that if the customer is asking it is scalable</li><li>Are we giving them metrics that are truly actionable</li></ul></li></ul><div></div><ul><li>Are there deliverables and milestones the team is working towards? If so, what? <ul><li>What is the next phase of this project?</li><li>Who are you working with to complete that work?</li><li>What other teams/managers are impacted by this project or initiative? </li></ul></li></ul><div><b>Day to day responsibilities:</b></div><ul><li>Needs help with metrics / prioritization of settings</li><li>Getting to all of the data</li><li>Aggregating the data</li><li>Understanding the data</li><li>Coming up with actionable items</li><li>Coming up with trends</li><li>Are they metrics that we are or are not providing to their customers</li><li>What will the metrics be</li><li>She has some reports that they have built where they can use right out of the gates</li><li>Typical business analyst / data analyst</li></ul><div></div><div><b>ADDITIONAL QUESTIONS:</b></div><div>Technical Environment: working w quintina robinson- Work with the VRR team, McK team, client potential-Dev, QA</div><ul><li>Team Size & Structure: working w mgt/acct <span class="long-word">managers/QA/developers</span></li><li>Soft Skills/Company Culture: yes</li><li>Level (junior/mid/senior years of experience): 4 years of experience</li></ul><p><b>**ALL successful candidates for this position are required to work directly for PRIMUS. No agencies please only W2**</b></p><p>For immediate consideration, please contact:</p><p><b>Vaibhav Sahu<br /> PRIMUS Global Services</b><br /> Desk (972) 753-6500 Ext.415<br /> Direct: (972) 914-2829<br /> Email: <span class="long-word">jobs@primusglobal.com</span></p><p></p><p></p></div></div>

<h3>Job Description</h3><div>Job Description<div><p><b>Business Analyst - 60728</b></p><div></div><div>We have an immediate long-term opportunity with one of our prime clients for a position of <b>Business Analyst to work in Woburn, MA on onsite basis.</b></div><p><b>Pay Rate : $40 - $45/hr</b></p><p><b>Job Description:</b></p><p><b>Business Analyst</b></p><ul><li>Northern Bank is currently searching for an expert Business Analyst (BA). The candidate will have excellent communication skills and the ability to collaborate both with business and technical leadership. The scope of work includes understanding the information business vision and roadmap items, and documenting them in detailed business requirements, while continually working with both business and technology teams to ensure the alignment, quality, and final delivery features. </li></ul><p><b>Objectives of this role</b></p><ul><li>Drive awareness of requirements across business units and identify substandard systems processes through evaluation of real-time data</li><li>Serve as thought leader for technical business processes, developing systems prototypes that promote increased efficiency and productivity on multiple levels</li><li>Create and implement precise management plans for every project, with attention to transparent communication at all levels</li><li>Perform, evaluate, and communicate thorough quality assurance at every stage of systems development</li><li>Determine and develop user requirements for systems in production, to ensure maximum usability </li></ul><p><b>Responsibilities</b></p><ul><li>Partner with stakeholders across business units (ex: Commercial Lending, Finance, Operations, Security and Compliance) to develop analyses and documentation in a collaborative way, communicating effectively and efficiently with production, managerial, and executive teams</li><li>Evaluate, analyze, and communicate systems requirements on a continuing basis, and maintain systems processes, including the delivery of monthly status reports to all appropriate parties</li><li>Author and update internal and external documentation, and formally initiate and deliver requirements and documentation</li><li>Conduct daily systems analytics to maximize effectiveness and troubleshoot problems</li><li>Develop meaningful and lasting relationships with partners for optimized systems integration, and respond to questions and concerns from managers and executives with supporting research and recommendations</li></ul><p><b>Required skills and qualifications</b></p><ul><li>Five or more years of experience in analytics and systems development</li><li>Proven analytical abilities</li><li>Experience in generating process documentation and reports</li><li>Excellent communication skills, with an ability to translate data into actionable insights</li><li>Knowledge or experience with Salesforce and/or nCino</li></ul><p><b>Preferred skills and qualifications</b></p><ul><li>Bachelor's degree (or equivalent) in Business Administration, Information Technology or Computer Science</li><li>Strong working knowledge of relevant Microsoft applications</li><li>Proven ability to manage projects and user testing</li><li>High proficiency in technical writing</li><li>Banking experience</li></ul><p><b>**ALL successful candidates for this position are required to work directly for PRIMUS. No agencies please only W2**</b></p><p>For immediate consideration, please contact</p><p>Dharmendra Kumar<br /><b>PRIMUS Global Services</b><br /> Phone: 972 471 9792/ 972 753 6500 ext. 411 <br /> Email: <span class="long-word">jobs@primusglobal.com</span></p><p></p></div></div>

<h3>Job Description</h3><div>Job Description<div><p><b>Technical Business Analyst - 60668</b></p><div>We have an immediate long-term opportunity with one of our prime clients for a position of <b>Technical Business Analyst to work in Juno Beach, FL on onsite basis.</b></div><p><b>Rate : $35/hr</b></p><p><b>Qualifications</b></p><ul><li>Experience: <ul><li>Minimum of 5 years of experience in IT project management and/or business analysis.</li><li>Proven experience managing projects involving billing systems, .NET applications, and/or Salesforce platforms.</li><li>Experience working with offshore teams and managing distributed resources.</li></ul></li><li>Skills: <ul><li>Strong understanding of agile methodologies and tools (e.g., Jira, Trello, Azure DevOps).</li><li>Excellent communication and stakeholder management skills.</li><li>Ability to analyze complex business processes and recommend solutions.</li><li>Proficiency in creating detailed project documentation, workflows, and user stories.</li></ul></li><li>Preferred Certifications: <ul><li>PMP, PMI-ACP, or equivalent project management certification.</li><li>Salesforce Admin or related certification (preferred but not required).</li></ul></li></ul><p></p><p><b>Key Attributes</b></p><ul><li>Highly organized, detail-oriented, and proactive.</li><li>Strong problem-solving skills and adaptability in a fast-paced environment.</li><li>Comfortable managing multiple projects simultaneously.</li></ul><p></p><p><b>Overview</b></p><p>We are seeking a skilled and dynamic IT Project Manager/Business Analyst to join our team on a contract basis. This individual will manage various IT projects from requirements gathering to deployment, leveraging agile methodologies. The ideal candidate has experience in billing systems, .NET applications, and/or Salesforce projects and is adept at coordinating offshore and internal development teams to deliver projects on time and within scope.</p><p></p><p><b>Key Responsibilities</b></p><ul><li>Business Analysis: <ul><li>Gather and document business requirements from stakeholders.</li><li>Translate business needs into detailed functional specifications.</li><li>Collaborate with developers, testers, and UX designers to align deliverables with requirements.</li><li>Facilitate stakeholder workshops, demos, and sign-offs.</li></ul></li><li>Team interaction: <ul><li>Work with offshore development team based in India, ensuring clear communication and task prioritization.</li><li>Coordinate with internal developers, UX designers, and testers to meet project objectives.</li></ul></li><li>Technical Focus: <ul><li>Oversee projects involving billing systems, .NET applications, and Salesforce <span class="long-word">implementations/enhancements.</span></li><li>Understand technical constraints and dependencies to guide project execution effectively.</li></ul></li><li>Reporting and Communication: <ul><li>Maintain project documentation, including status reports, issue logs, and risk mitigation plans.</li></ul></li></ul><p></p><p><b>Qualifications</b></p><ul><li>Experience: <ul><li>Minimum of 5 years of experience in IT business analysis.</li><li>Proven experience managing projects involving billing systems, .NET applications, and/or Salesforce platforms.</li><li>Experience working with offshore teams and managing distributed resources.</li></ul></li><li>Skills: <ul><li>Strong understanding of agile methodologies and tools (e.g., Jira, Trello, Azure DevOps).</li><li>Excellent communication and stakeholder management skills.</li><li>Ability to analyze complex business processes and recommend solutions.</li><li>Proficiency in creating detailed project documentation, workflows, and user stories.</li></ul></li><li>Preferred Certifications: <ul><li>PMP, PMI-ACP, or equivalent project management certification.</li><li>Salesforce Admin or related certification (preferred but not required).</li></ul></li></ul><p></p><p><b>Key Attributes</b></p><ul><li>Highly organized, detail-oriented, and proactive.</li><li>Strong problem-solving skills and adaptability in a fast-paced environment.</li><li>Comfortable managing multiple projects simultaneously.</li></ul><p><b>**ALL successful candidates for this position are required to work directly for PRIMUS. No agencies please only W2**</b></p><p>For immediate consideration, please contact:</p><p>Nathan<br /><b>PRIMUS Global Services</b><br /> Phone: 972-798-2669 / 972 753 6500 ext. 206<br /> Email: <span class="long-word">jobs@primusglobal.com</span></p><p></p></div></div>

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