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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?

Indotronix Avani Group Salaries by Position

Title: Data AnalystLocation: Carlsbad, CADuration: 6 MonthsPay: $30 ph. Position Summary<ul><li>Work with manufacturing personnel and technical batch records to gain process understanding and subsequently collect, evaluate, and correct product data in Product Lifecycle Management (PLM) and Enterprise Resource Planning (ERP) systems.</li><li>Write and update technical documentation and product labels to align with manufacturing and regulatory processes and data standards.</li><li>Create and maintain a mechanism for grouping similar processes to handle and update large quantities of data in mass.</li><li>Conduct process mapping to thoroughly analyze and document the current expiration dating process of key SKUs to identify gaps within the process.</li><li>Supports the conversion of manufacturing instructions from batch records, SOPs, and work instructions into Electronic Batch Record (EBR) forms.</li><li>Collect revised or missing product data from historical batch records, spreadsheets, and personal interviews of manufacturing scientists.</li><li>Creation of new parts, building the SKU data from scratch in collaboration with the manufacturing teams.</li><li>Work to create and meet timelines and communicate project progress to key stakeholders.</li><li>Communicate roadblocks to direct supervisor and project leaders to overcome barriers quickly.</li><li>Participate in Root Cause investigations and create innovative countermeasure plans to eliminate recurrence of issues.</li></ul> Qualifications:<ul><li>Bachelor's Degree in a scientific discipline preferred, or equivalent experience.</li><li>1-3 years of experience in manufacturing or data management.</li><li>Strong understanding of Part/SKU data attributes from a manufacturing/planning/supply chain perspective.</li><li>Ability to work both independently and collaboratively as part of a team.</li><li>Strong attention to detail and comfort with manipulating large data sets.</li><li>Excellent organizational skills with the ability to manage multiple projects simultaneously.</li><li>Strong Excel skills required.</li><li>Proficiency in computer applications such as Word, Outlook, Explorer, and Power BI.</li><li>Preferred experience in coding with VBA, Power BI, and SQL.</li></ul>

Job Title: Software Engineer (Embedded)Duration: 12 Months W2 Only Location: Sparks, MD, USA, 21152-0999 Description:This developer belongs within an embedded firmware development team working in a modified Agile Kanban environment with a focus on on-time delivery, integration of hardware and firmware without the application, and high reliability and uptime. Integration with manufacturing and support of current instruments are as fundamental as developing new features to this team. Every candidate must: • Be able to communicate designs and interfaces effectively and efficiently • Present themselves clearly and professionally • Lead and manage a small embedded team • Have minimum of 15 years professional experience • Have minimum of 8 years of embedded microcontroller programming • Have minimum 10 years of recent C/C++ (C97 or better) experience • Have minimum 5 year experience in RTOS • Bare metal programming and hardware interfacing • Be able to switch between support and development as needed • Understand source control systems and specifically GIT and GITFLOW The ideal candidate must have experience in: • Bare metal Embedded development and debugging • FreeRTOS and FreeRTOS + TCP • Serial interfaces: USART/UART, RS232, RS422, RS485, CAN, I2C, SPI • STM32 microcontrollers • Object oriented design/object oriented programming • C# for user interface and testing purposes • Schematic interpretation and some hardware design Nice to have: • Visual Studio and GCC/OpenOCD toolchains • TCP/IP wire level protocols • Automated unit testing and GTest • Flash memory management/programming • Bootloaders and bootloading to an embedded application • Logic analyzers and oscilloscopes • Stepper motor control and robotics • Contributing to the training less experienced developers • Participating in defining process and procedure improvements to a team • Agile and Safe Agile, Kanban and scrum • Working in a regulated environment, e.g. Medical devices or Medical test Equipment

Location: Sparks, MD 53718 (Hybrid - Onsite 3 days a week)Duration: 12 months, Contract The pay rate is applicable only under W2 guidelines, and we do not offer sponsorships or transfers. <ul><li>This developer belongs within an embedded firmware development team working in a modified Agile Kanban environment with a focus on on-time delivery, integration of hardware and firmware without the application, and high reliability and uptime.</li><li>Integration with manufacturing and support of current instruments are as fundamental as developing new features to this team.</li></ul>Every candidate must:<ul><li>Be able to communicate designs and interfaces effectively and efficiently</li><li>Present themselves clearly and professionally</li><li>Lead and manage a small embedded team</li><li>Have a minimum of 15 years of professional experience</li><li>Have a minimum of 10 years of embedded microcontroller programming</li><li>Have minimum 10 years of recent C/C++ (C97 or better) experience</li><li>Have a minimum 5 years of experience in RTOS</li><li>Bare metal programming and hardware interfacing</li><li>Be able to switch between support and development as needed</li><li>Understand source control systems specifically GIT and GITFLOW</li></ul>The ideal candidate must have experience in:<ul><li>Bare metal Embedded development and debugging</li><li>FreeRTOS and FreeRTOS + TCP</li><li>Serial interfaces: USART/UART, RS232, RS422, RS485, CAN, I2C, SPI</li><li>STM32 microcontrollers</li><li>Object-oriented design/object-oriented programming</li><li>C# for user interface and testing purposes</li><li>Schematic interpretation and some hardware design</li></ul>

Description:<ul><li>Acts as Lead Data Reviewer for internal studies and works with Study Directors to ensure adequate and timely data review for all aspects of GLP and Preclinical Functionality studies including but not limited to medical records, surgical records, protocols, and study data.</li><li>Collaborates with staff to identify, evaluate, and recommend solutions to review and correct findings.</li><li>Drafts timely study deviations and incorporates Study Director impact assessment.</li><li>Responsible for performing audits of protocol, SOP, and quality system elements to ensure preclinical in-vivo studies comply with the GLP regulations (21 CFR Part 58) and internal procedures. Adheres to internal quality guidelines.</li><li>Complies with regulations and standards. Identifies basic non-compliance within regulations and standards.</li><li>Requires excellent attention to detail, a background in data management, and familiarity with medical device GLP research.</li><li>Requires ability to collaborate among different groups, moving between various locations around the site efficiently and in cooperation with stakeholder schedules.</li></ul> Qualification:<ul><li>Bachelor’s degree with 3 years of preclinical medical device research experience or 5 years of relevant work experience supporting preclinical research (LAR/surgical vet tech).</li><li>Demonstrated understanding in the use of calibrated equipment, controlled drugs, GLP data collection/retention.</li></ul>

Indotronix Avani Group Interview Questions

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Indotronix Avani Group Interview Questions

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