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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

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?

Idexcel Salaries by Position

About the Role:We are seeking a highly motivated and experienced Business Analyst to join our growing team and play a crucial role in the development and enhancement of our CRE & Construction loan origination and administration platform. You will be a key bridge between business stakeholders, product owners, and the technology team, ensuring that our solutions meet the evolving needs of our customers in the commercial real estate market. Responsibilities:<ul><li>Requirements Gathering and Analysis: </li><li>Elicit, analyze, and document detailed business requirements for CRE & Construction loan origination and post-closing administration (including draw management and disbursement processes).</li><li>Conduct workshops, interviews, and surveys with stakeholders to understand their needs and pain points.</li><li>Translate business needs into clear, concise, and testable user stories and acceptance criteria.</li></ul> Product Development & Enhancement: <ul><li>Collaborate with product owners to define product vision, roadmap, and release plans.</li><li>Contribute to the design and development of new features and functionalities for our loan origination and administration platform.</li><li>Analyze existing systems and processes to identify areas for improvement and automation.</li></ul> Construction Loan Monitoring Expertise: <ul><li>Develop a deep understanding of construction loan processes, including budget management, draw requests, inspections, and disbursements.</li><li>Ensure the system accurately reflects industry best practices and regulatory requirements for construction loan administration.</li></ul> Documentation and Communication: <ul><li>Create and maintain comprehensive documentation, including process flows, data dictionaries, and user manuals.</li><li>Effectively communicate requirements and product updates to stakeholders across different departments.</li><li>Collaborate closely with developers and QA testers to ensure successful implementation of solutions.</li></ul> Qualifications:<ul><li>3+ years of experience as a Business Analyst in the financial services industry, with a strong focus on commercial real estate lending.</li><li>Deep understanding of CRE & Construction loan products, including origination, underwriting, closing, and post-closing administration.</li><li>Hands-on experience with construction loan monitoring and draw management processes.</li><li>Proven ability to gather, analyze, and document complex business requirements.</li><li>Excellent communication, interpersonal, and presentation skills.</li><li>Experience working in an Agile/Scrum development environment.</li><li>Bachelor’s degree in business, Finance, or a related field.</li></ul> Bonus Points:<ul><li>Experience with loan origination systems (LOS).</li><li>Familiarity with construction lending software and technologies.</li><li>Knowledge of regulatory requirements related to CRE & Construction lending.</li></ul> Thanks & Regards:Dhanusha Thati | IdexcelIT Recruiter7842322715

Hello Connections, Greetings from IDEXCEL Technologies!! Designation: Business AnalystExperience: 10+ YearsNotice Period: immediate to 15 DaysWork Mode: Work From Office( 5 Days in a week)Interview Mode: 1 St Level is online, 2 nd Level is F2F.Work Location: Ameerpet, Hyd. Job Description : <ol><li>Business Analyst - KYC & Onboarding</li></ol><ul><li>Focuses on streamlining the KYC and onboarding processes for both consumer and business clients. This role ensures compliance with regulatory requirements and develops workflows for customer verification, fraud detection, and seamless account opening across various products.</li></ul>

We are seeking a Business Analyst with expertise in system analysis and a strong background in the banking industry, specifically within the commercial lending domain. This role requires deep experience in analyzing, configuring, and designing systems for Commercial Lending, Small Business Administration (SBA) Lending, Commercial Real Estate (CRE), Construction Lending, and Equipment Finance. The ideal candidate will bridge the gap between business requirements and technical implementation, ensuring seamless delivery and alignment with regulatory compliance and customer needs. Lending Expertise:<ul><li>Provide business analysis expertise in one or more of the following segments: </li><li>Commercial Lending/Leasing</li><li>Syndicated & participation lending</li><li>Commercial Real Estate (CRE)</li><li>Small Business Administration (SBA) & USDA Lending</li><li>Construction Lending</li><li>Equipment Finance</li></ul> Business and Systems Analysis:<ul><li>Conduct business process mapping, requirements gathering, and gap analysis to identify opportunities for improvement.</li><li>Design and implement business strategies and execution plans to meet organizational objectives.</li><li>Collaborate with cross-functional teams to deliver scalable solutions.</li><li>Lead digitization and process improvement initiatives.</li><li>Oversee testing, training, and system implementations/integrations for core systems.</li></ul> Technology and Systems Expertise:<ul><li>Work with industry-leading Core Loan/Lending platforms (e.g., Fidelity, Fiserv, Jack Henry).</li><li>Collaborate on implementations of Commercial Loan Origination Systems (LOS) such as nCino, Abrigo, Moody's CreditLens, Built, CapitalStream, CreditQuest, and Sageworks.</li><li>Contribute to the Software Development Lifecycle (SDLC) and ensure compliance with quality assurance standards.</li></ul> Qualifications: Education:<ul><li>Bachelor’s degree in engineering, Business, Finance, or a related field (or equivalent experience).</li></ul>Experience:<ul><li>3-5+ years of experience in the Financial Services industry and professional services consulting, including client delivery.</li><li>3+ years of experience in business systems analysis, configuration, or design.</li><li>Hands-on experience with loan origination, underwriting workflows, and lending technology.</li></ul> Skills and Competencies:<ul><li>Expertise in business process modeling, change management, and risk management.</li><li>Deep knowledge of lending workflows/processes and regulatory compliance in financial systems.</li><li>Strong understanding of commercial lending processes.</li><li>Proficiency in tools and methodologies such as Use Case Analysis, Digitization/Imaging, and Quality Assurance.</li></ul> Preferred Skills:<ul><li>Experience with industry-leading platforms such as FIS Global, Fiserv, and Jack Henry.</li><li>Familiarity with LOS systems such as nCino, Abrigo, Built, and Moody's CreditLens.</li><li>Strong entrepreneurial spirit and ability to innovate in a dynamic environment.</li></ul> Candidate should have Experience in Banking & Commercial Lending & LOS (loan origination system) If interested please share your update CV & below details to following mail ID : blikhith@idexcel.com

Business Analyst – Deposit Account Opening Solutions Job Summary:We are looking for a detail-oriented Business Analyst to support the development of our deposit account opening software for businesses and consumers. In this role, you will work closely with stakeholders to gather and analyze requirements, define workflows, and ensure the solution aligns with customer needs and regulatory requirements. This is a key position that bridges the gap between business needs and technical execution, ensuring the successful delivery of a scalable and user-centric deposit account opening solution. Key Responsibilities:Requirements Gathering and Analysis:· Work with customers (banks and financial institutions) and internal teams to gather, document, and analyze business requirements for the deposit account opening software.· Identify gaps and opportunities in current processes and define solutions to meet customer and regulatory expectations.· Develop detailed use cases, user stories, and acceptance criteria for the product. Process Design and Documentation:· Design workflows for both business and consumer deposit account opening processes, ensuring efficiency and compliance.· Document business and technical requirements, including integrations with third-party systems like KYC/AML providers, fraud detection tools, and core banking platforms.· Create and maintain functional specifications and wireframes/mockups to communicate design intent. Collaboration and Communication:· Collaborate with Product Managers, UX designers, and engineering teams to translate business needs into technical solutions.· Serve as the primary point of contact between business stakeholders and the technical development team.· Provide regular updates to stakeholders on project progress, risks, and issues. Testing and Validation:· Assist in developing and executing test plans to validate that the product meets the defined requirements.· Facilitate user acceptance testing (UAT) and collect feedback to refine the solution.· Ensure product functionality aligns with customer expectations and compliance standards. Industry Knowledge and Compliance:· Stay up to date with banking industry trends, deposit account regulations, and compliance requirements (e.g., KYC, AML, CFPB guidelines).· Ensure the product adheres to all regulatory and compliance standards in the deposit account opening process. Qualifications:Required:· Bachelor’s degree in business, Finance, Information Systems, or a related field.· 3+ years of experience as a Business Analyst, preferably in the banking, financial services, or fintech domain.· Strong understanding of deposit account opening processes for businesses and consumers.· Experience with regulatory and compliance requirements for account opening (e.g., KYC/AML processes).· Excellent analytical, problem-solving, and documentation skills.· Strong communication skills, with the ability to interact with technical and non-technical stakeholders. Preferred:· Familiarity with core banking systems and integrations.· Experience working on SaaS products or digital transformation projects in the financial sector.· Knowledge of agile development processes and tools like Jira or Confluence.· Understanding of APIs and third-party integrations for identity verification, fraud detection, and banking systems. Why Join Us?:· Opportunity to shape the future of digital banking experiences.· Collaborate with a team of passionate professionals focused on delivering innovative solutions.· Competitive salary, benefits, and opportunities for career growth.· Work on a product that impacts millions of users in the financial ecosystem.

Minimum Requirements:<ol><li>Bachelor’s Degree in Computer Science, 3+ years related IS experience and 2+ years in BI/data warehousing.</li><li>Solid understanding of data warehousing concepts, terminology, and architecture.</li><li>Excellent ETL, SQL and database design and development experience.</li><li>Experience in implementing ETL/DB/SQL Queries/Star Schema.</li><li>Experience using a language like Perl or Python to automate ETL/Data Processes jobs.</li><li>Excellent team player, able to work with virtual teams.</li><li>Ability to learn quickly in a dynamic environment.</li></ol>Preferred Skills:<ol><li>Database knowledge and how to analyze clickstream/user metrics/events/funnels.</li><li>Experience using Analytics platforms like MicroStrategy or Business Objects; Tableau highly preferred.</li><li>Experience in Vertica, ParAccel, Netezza, Teradata, Greenplum or any columnar database.</li></ol>
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Idexcel is a global staffing and IT services organization, with a mission to bring great people and great organizations together. Our diverse client base represents a wide range of industries, including technology, telecom, insurance, healthcare, manufacturing, banking & financial services, food & commodities trading and federal organizations. Our teams of experienced recruiters directly work with client companies seeking exceptional people to help with their business initiatives.Idexcel, Inc. is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, disability, military status, national origin or any other characteristic protected under federal, state, or applicable local law.<h3>Job Description</h3>Embedded Software Engineer Savage, Maryland 1 Year<h3>Must haves</h3><ol><li>10+ years of experience</li><li>Embedded microprocessor design experience</li><li>C/C++</li><li>Experience writing unit tests/test plans</li><li>Code optimization experience targeted for embedded processors</li></ol><h3>Nice to have</h3><ol><li>USB protocol knowledge</li><li>Familiarity with IAR IDE</li></ol>Thanks & Regards, SR.IT Recruiter Sandra Taylor 571-267-4186
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Principal Business Intelligence Analyst*This is for a direct hire position* Hybrid role, Tu/Th in office with flexibility 6+ years Healthcare ExpEPIC exp is requiredExpert in the use of Excel, SQL, Power BI, Tableau, Qlik, or other BI tools and report building.Experience with Electronic Medical Record System (EMR) report development.health or pharma domain is best

Idexcel Interview Questions

Idexcel Interview Guides

Idexcel Interview Questions

Idexcel Salaries by Position

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