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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

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?

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?

Avid Technology Professionals Salaries by Position

Analyze user requirements to derive software design and performance requirements. Debug existing software and correct defects. Provide recommendations for improving documentation and software development process standards. Design and code new software or modify existing software to add new features. Integrate existing software into new or modified systems or operating environments. Develop simple data queries for existing or proposed databases or data repositories. Write or review software and system documentation. Serve as team lead at the level appropriate to the software development process being used on any particular project. Design or implement complex database or data repository interfaces/queries. Develop or implement algorithms to meet or exceed system performance and functional standards. Assist with developing and executing test procedures for software components. Develop software solutions by analyzing system performance standards, confer with users or system engineers; analyze systems flow, data usage and work processes; and investigate problem areas. Modify existing software to correct errors, to adapt to new hardware, or to improve its performance. Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design. Design or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints; Perform quality control on team products. Implement recommendations for improving documentation and software development process standards. Oversee one or more software development teams and ensure the work is completed in accordance with the constraints of the software development process being used on any particular project. Confer with system engineers and hardware engineers to derive software requirements and to obtain information on project limitations and capabilities, performance requirements and interfaces. Coordinate software system installation and monitor equipment functioning to ensure operational specifications are met. Recommend new technologies and processes for complex software projects. Serve as the technical lead of multiple software development teams. Select the software development process in coordination with the customer and system engineering. Ensure quality control of all developed and modified software. Delegate programming and testing responsibilities to one or more teams and monitor their performance. Required Experience: . Twenty or more years of relevant JavaScript programming experience and development of presentation tiers; Five or more years of experience using Spring; Ten or more years of JSP and servlet programming experience; Ten or more years of experience with enterprise web application design and development; Five or more years of experience designing and writing REST-ful applications; Ability to create and deploy applications to a web server; Three or more years of experience using JavaScript presentation libraries such as jQuery, Angular, and extJS; Two or more years of MongoDB, Apache Camel experience desired Other. Experience writing Interface Control Documents (ICDs); Experience with Microsoft office tools (Word, Excel, Powerpoint); Twelve or more years experience programming on Linux platforms; Fifteen or more years of experience using one or more of the following revision control applications: git, Subversion (SVN), CVS, ClearCase; Ten or more years experience with test-driven development; Ten or more years of Oracle, PL/SQL, and/or MySQL experience; Six or more years of Perl experience desired; Experience creating deployment packages using RedHat Package Manager (RPM) is desired. Five or more years of experience writing software that utilizes SNMP desired; Six or more years of experience creating hierarchical deployments using Linux "yum" including resolving dependencies and creating and managing yum repositories. Required Education: . Twenty (20) years experience as a SWE in programs and contracts of similar scope, type, and complexity is required. Bachelor's degree in Computer Science or related discipline from an accredited college or university is required. Four (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor's degree.

Seeking a mid-level Developer who has experience with end-to-end software development, system development life cycles and operational maintenance and support. The developer will analyze user requirements to derive software design and performance requirements. The developer will provide recommendations for improving documentation and software development process standards. **Limited Telework available, may be more later in time MANDATORY SKILLS: Experience with Agile processes, methodologies, and ceremonies Experience with end-to-end software development, system development life cycles and operational maintenance and support Experience with Syntactic and Semantic rules and processes Ability to design and code new software, or modify existing software to add new features. Ability to integrate existing software into new or modified systems or operating environments. Ability to develop simple data queries for existing or proposed databases or data repositories. Ability to work with others to design the dataflow through the transformation architecture Java C++ Unit testing About Avid Technology Professionals Avid Technology Professionals, LLC (ATP) is a premiere provider of software and systems engineering, and acquisition program management services for the community. ATP is actively seeking to pursue contract opportunities with other departments and agencies in the federal government, in state governments, and in the commercial sectors. Delivered by seasoned experts in the IT field, ATP solutions adeptly address the IT concerns manifesting in both the federal and commercial sectors. Employee Benefits The ATP Employee Benefits package includes: <ul><li> A Supportive and Equitable Working Environment that is both Stimulating and Challenging </li><li> Competitive Hourly Salary </li><li> Unique Employee Success Sharing Program that allows ATP employees to Share in Company's Successes </li><li> Automatic Approved Overtime (as long as contract permits) </li><li> Retirement Pay (401K); 100% company paid, immediately vested with Profit-Sharing Component </li><li> Company Medical Coverage Plans - HMO, Open Access, PPO plans </li><li> Company Dental Plan - widely accepted, comprehensive, and flexible </li><li> Progressive Overtime Policy </li><li> Flexible Spending Account benefit </li><li> Lucrative Referral Bonus Policy </li><li> Holiday Scheduling that Coincides with Government Holidays </li><li> Robust Professional Expenses & Training Program </li><li> Computer Allowance </li><li> Internet Allowance </li><li> Short and Long Term Disability </li><li> Life Insurance </li></ul>

MANDATORY SKILLS: DEVOPS, Kubernetes, AWS, Spring, Springboot, Java, IAC (ansible preferred) experience About Avid Technology Professionals Avid Technology Professionals, LLC (ATP) is a premiere provider of software and systems engineering, and acquisition program management services for the community. ATP is actively seeking to pursue contract opportunities with other departments and agencies in the federal government, in state governments, and in the commercial sectors. Delivered by seasoned experts in the IT field, ATP solutions adeptly address the IT concerns manifesting in both the federal and commercial sectors. Employee Benefits The ATP Employee Benefits package includes: <ul><li> A Supportive and Equitable Working Environment that is both Stimulating and Challenging </li><li> Competitive Hourly Salary </li><li> Unique Employee Success Sharing Program that allows ATP employees to Share in Company's Successes </li><li> Automatic Approved Overtime (as long as contract permits) </li><li> Retirement Pay (401K); 100% company paid, immediately vested with Profit-Sharing Component </li><li> Company Medical Coverage Plans - HMO, Open Access, PPO plans </li><li> Company Dental Plan - widely accepted, comprehensive, and flexible </li><li> Progressive Overtime Policy </li><li> Flexible Spending Account benefit </li><li> Lucrative Referral Bonus Policy </li><li> Holiday Scheduling that Coincides with Government Holidays </li><li> Robust Professional Expenses & Training Program </li><li> Computer Allowance </li><li> Internet Allowance </li><li> Short and Long Term Disability </li><li> Life Insurance </li></ul>

The program is seeking a Software/Database Engineer to support the modernization of malware analysis and develop techniques for metadata storage for knowledge management to support the defense of national security systems. The engineer will be a part of a team who explores new technologies and prototypes new mission tools and analytics. The team also develops new algorithms and innovative techniques to address mission related problems. MANDATORY SKILLS: Must have extensive experience in administering MongoDB. (Candidate must be able to meet the template requirements for a SWE-3). Required skills: Experience installing, upgrading, optimizing, troubleshooting, and maintaining Mongo Databases MongoDB experience Oracle maintenance experience About Avid Technology Professionals Avid Technology Professionals, LLC (ATP) is a premiere provider of software and systems engineering, and acquisition program management services for the community. ATP is actively seeking to pursue contract opportunities with other departments and agencies in the federal government, in state governments, and in the commercial sectors. Delivered by seasoned experts in the IT field, ATP solutions adeptly address the IT concerns manifesting in both the federal and commercial sectors. Employee Benefits The ATP Employee Benefits package includes: <ul><li> A Supportive and Equitable Working Environment that is both Stimulating and Challenging </li><li> Competitive Hourly Salary </li><li> Unique Employee Success Sharing Program that allows ATP employees to Share in Company's Successes </li><li> Automatic Approved Overtime (as long as contract permits) </li><li> Retirement Pay (401K); 100% company paid, immediately vested with Profit-Sharing Component </li><li> Company Medical Coverage Plans - HMO, Open Access, PPO plans </li><li> Company Dental Plan - widely accepted, comprehensive, and flexible </li><li> Progressive Overtime Policy </li><li> Flexible Spending Account benefit </li><li> Lucrative Referral Bonus Policy </li><li> Holiday Scheduling that Coincides with Government Holidays </li><li> Robust Professional Expenses & Training Program </li><li> Computer Allowance </li><li> Internet Allowance </li><li> Short and Long Term Disability </li><li> Life Insurance </li></ul>

Analyze user requirements to derive software design and performance requirements. Debug existing software and correct defects. Provide recommendations for improving documentation and software development process standards. Design and code new software or modify existing software to add new features. Integrate existing software into new or modified systems or operating environments. Develop simple data queries for existing or proposed databases or data repositories. Required Experience: One (1) or more years of JavaScript programming experience and development of presentation tiers; Familiarity with Java and Springdesired; Experience designing and writing REST-ful applications. Other. Experience writing Interface Control Documents (ICDs); Experience with Microsoft office tools (Word, Excel, Powerpoint); Experience programming on Linux platforms; Experience using one or more of the following revision control applications: git, Subversion (SVN), CVS, ClearCase; Experience with test driven development. Required Education: No demonstrated experience is required. Bachelor's degree in Computer Science or related discipline from an accredited college or university is required Four (4) years of SWE experience on projects with similar software processes may be substituted for a bachelor's degree.

Analyze user requirements to derive software design and performance requirements. Debug existing software and correct defects. Provide recommendations for improving documentation and software development process standards. Design and code new software or modify existing software to add new features. Integrate existing software into new or modified systems or operating environments. Develop simple data queries for existing or proposed databases or data repositories. Write or review software and system documentation. Serve as team lead at the level appropriate to the software development process being used on any particular project. Design or implement complex database or data repository interfaces/queries. Develop or implement algorithms to meet or exceed system performance and functional standards. Assist with developing and executing test procedures for software components. Develop software solutions by analyzing system performance standards, confer with users or system engineers; analyze systems flow, data usage and work processes; and investigate problem areas. Modify existing software to correct errors, to adapt to new hardware, or to improve its performance. Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design. Required Experience: . Familiarity with virtualization desired . Five (5) or more years of relevant JavaScript programming experience and development of presentation tiers; One (1) or more years of experience using Spring; Two (2) or more years of JSP and servlet programming experience; Two (2) or more years of experience with enterprise web application design and development; One (1) or more years of experience designing and writing REST-ful applications; Ability to create and deploy applications to a web server. Other . Experience writing Interface Control Documents (ICDs); Experience with Microsoft office tools (Word, Excel, Powerpoint); Three (3) or more years experience programming on Linux platforms; Three (3) or more years of experience using one or more of the following revision control applications: git, Subversion (SVN), CVS, ClearCase; Two (2) or more years experience with test-driven development; Familiarity with Perl, Oracle, MySQL, and/or PL/SQL. Required Education: Seven (7) years experience as a SWE, in programs and contracts of similar scope, type, and complexity is required. Bachelor's degree in Computer Science or related discipline from an accredited college or university is required. Four (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor's degree.

Avid Technology Professionals Interview Questions

Avid Technology Professionals Interview Guides

Avid Technology Professionals Interview Questions

Avid Technology Professionals Salaries by Position

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