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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?

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

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?

Themesoft Salaries by Position

Role: Engineering Manager OMS
Location: Nashville, TN 5 days a week.
Long term Contract
JD:
Top 3 Must Have's
Strategic Planning and Project Management Skills
Technical Expertise and Problem-Solving Ability
Strong Leadership and Communication Skills
Experience with retail domain and OMS platforms, especially  Sterling OMS . Strong knowledge of system architecture, microservices and cloud platforms, especially Azure.
Job Descriptions
15+ years of experience in software engineering, with 5+ years in management role, ideally within order management or e-commerce systems.
Experience with OMS platforms, especially Sterling OMS and understanding of order processing, inventory management, and fulfillment workflows.
Strong knowledge of system architecture, microservices and cloud platforms, especially Azure.
Develop and implement the technical roadmap for the OMS platform, aligning with business goals and customer requirements.
Ensure scalability, reliability, and security of the OMS system to handle large volumes of transactions and data.
Drive technical decision-making on system architecture, integrations, and feature development that enhance order processing and fulfillment efficiency.
Lead architectural and solution discussions with client. Present solution options to the client and negotiate.
Maintain deep technical knowledge of the OMS platform to provide guidance and troubleshooting issues as needed.
Manage end-to-end project lifecycle for OMS-related projects, from planning and design through to implementation and maintenance.
Coordinate with cross-functional teams (e.g., product management, inventory, and logistics) to ensure alignment on requirements, timelines, and deliverables.
Implement and oversee Agile processes (e.g., sprint planning, code reviews) to ensure timely and quality delivery of projects.
Optimize workflows and streamline order processing by implementing best practices, including automation and process improvements.
Collaborate with business stakeholders to translate business needs into technical requirements and ensure OMS capabilities align with business objectives.
Serve as the primary technical contact for OMS-related inquiries, communicating status, risks, and timelines to both technical and non-technical stakeholders.
Deliver regular updates on team performance, project milestones, and system health to senior management.
Lead, mentor, and manage a team of software engineers, fostering a collaborative and high-performance culture.
Excellent communication skills for cross-functional collaboration and stakeholder engagement
Regards,
_______________________
Parthasarathy K
Lead Recruiter
Work:  972-474-8787  Ext: 306,Direct: 972-737-8607
Partha.k@
Themesoft Inc | Themesoft Jobs

Job Title: GCP Data ArchitectLocation: Dallas, TX(Hybrid)Duration: 6+ Months Job Description:1. 8+ years of experience in data engineering or data architecture, with at least 2 years in a GCP environment.2. Data Integration: Develop and implement ETLELT processes to ingest data from various sources into BigQuery, ensuring data quality and integrity.3. GCP Expertise: Strong knowledge of Google Cloud services, especially BigQuery, Dataflow, Cloud Storage, and PubSub.SQL4. Proficiency: Proficient in SQL and experience with optimizing complex queries in BigQuery.5. Data Modeling: Experience in data modeling techniques and best practices for data warehousing.6. IRIS: 2+ years of hands on experience in solutioning IRIS IntegrationsProgramming Skills: Proficiency in programming languages such as Python, Java, or Scala for data manipulation and automation.

Job DescriptionStaff Software EngineerFulltimeBentonville, AR What you'll do:Associate Experience is a group within the Intelligent Store Tech (IST) org within Client. This hands-on role requires exceptional coding skills, a passion for technology and engineering excellence, and the ability to guide and mentor multiple teams of engineers. You will play a pivotal role in defining and maintaining our technical architecture, ensuring alignment with business goals and scalability requirements. About Team:The Associate Experience group focuses on building products that enable our Associates to serve Customers during the Checkout process. We use open-source tech to build software that stands on top of a foundational Platform architecture which is being built from the ground up. Your team will leverage React JS, React Native, Java, Spring, Kubernetes, NoSQL, Kafka and other such tools/frameworks. What you’ll do:<ul><li>Provides technical leadership and mentorship to engineers, fostering a culture of continuous improvement and innovation in solution design, architecture and development.</li><li>Lead the creation and maintenance of technical design, aligning it with business goals and scalability requirements. </li><li>Design complex software systems, ensuring performance, security, and scalability needs are met. </li><li>Guide engineers to adopt engineering best practices, conduct/lead design & code reviews, and ensure alignment with the IST Architecture vision.</li><li>Foster a culture of learning and innovation through hands-on technical guidance and mentorship.</li><li>Uphold high standards in quality and operational excellence.</li><li>Develop comprehensive technical documentation and presentations to clearly communicate architectural decisions and design options. </li><li>Work closely with Program, Product, Business, and Design partners to plan work (by sprint and by quarter) and ensuring that engineering tech priorities are also included.</li><li>Directs root cause analysis of critical business and production issues.</li><li>Drive Implementation of telemetry features by determining data/metrics requirement within the domain.</li><li>Monitor and evaluate the performance of the application by tracking and analyzing appropriate metrics.</li><li>Conduct reviews of software design & code to ensure quality is built into product.</li><li>Monitor and evaluate the progress of the projects against approved milestones and timelines.</li><li>Provides supervision and development opportunities for associates by selecting and training; mentoring; assigning duties; building a team-based work environment; establishing performance expectations and conducting regular performance evaluations; providing recognition and rewards; coaching for success and improvement; and ensuring diversity awareness.</li><li>Promotes and supports company policies, procedures, mission, values, and standards of ethics and integrity by training and providing direction to others in their use and application; ensuring compliance with them; and utilizing and supporting the Open Door Policy.</li></ul> What you’ll bring"<ul><li>8+ years of relevant experience in software development and solution architecture focusing on building large scale complex distributed systems.</li><li>Must have experience leading teams in a solution architect role building complex microservices and frontends.</li><li>Strong hands-on experience working with mobile tech stack – React, React Native, Java, Nodejs, iOS/Android, etc.</li><li>Experience with monitoring tech – Firebase, DynaTrace, Splunk, Google Analytics, APM, etc.</li><li>Advanced knowledge of complex software design, distributed system design, design patterns, data structures, and algorithms.</li><li>Excellent decision-making skills with the ability to balance conflicting interests in a complex and fast-paced environment.</li><li>Passion for staying current with mobile tech industry trends and emerging technologies, with a commitment to continuous learning and professional growth.</li><li>Strong collaboration and communication skills, with the ability to work effectively with cross-functional teams and stakeholders.</li></ul> Regards, Purnima PobbathyTechnical Recruiterpurnima@themesoft.comThemesoft INC.

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