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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?

Diverse Lynx Salaries by Position

Role : Agiloft CLM Business Analyst Location : Anywhere in USA. Business analyst with Agiloft experience (Senior BA capability that can work with business leads and convert business workflows to IT requirements, independently) Requirements: <ul> <li> Onshore </li> <li> Work time : EST timezone</li> <li> CLM knowledge/ hands-on, preferably carries Agiloft skillset</li> <li> Prior experience in an agiloft implementation project would be preferred/ a plus</li> <li> Conduct system analysis closely working with business, prepare stories/ features, review and finalize requirements </li> <li> Coordinate with larger business & IT team and help understand requirements and provide clarifications</li> <li> Excellent analytical, communication and interpersonal skills </li> <li> Adept with MS Office Tools (Power Point, Word, Excel)</li> <li> The ability to drive senior level stakeholder discussions shaping business outcomes and roadmap for work</li> <li> Ability to document business requirements in rally </li> <li> The ability to propose solutions, rally around for common understanding and obtain business and IT buy-in</li> <li> Eliciting business requirements aligned with strategic intent from the business and IT stakeholders</li> <li> Work with product SMEs to perform gap analysis and create solutions to address the technical or functional debt</li> <li> Work with product architects to achieve seamless application integration</li> <li> Guide and support in designing test strategies </li> <li> Creates agile user stories and acceptance documentation as stories and features</li> <li> Directs interaction with business leaders, internal and external ecosystem partners</li> <li> Identifies and document all constraints, implications, and consequences of various proposed system and business changes</li> </ul> MUST-have's : <ol> <li> EST hours is the core working hours </li> <li> Has significant "business analyst" role hands-on : which translates to having experience capturing requirements in Features / Stories for Agile projects</li> <li> Has worked on some ALM tool like Rally or JIRA or other equivalent tools</li> <li> Has been a part of Agiloft implementation / rollouts (good to have : on-prem implementation ; cloud is still okay)</li> </ol> Icertis CLM Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Title: Data Scientist Location: Mineapolis, MN Job Description: Overall AI/Client hands on project development using Python programming Deep learning using PyTorch Classical Client (sklearn, boosting, NLP) Data Analysis using SQL Able to handle large datasets using PySpark, Databricks, Pandas, Numpy etc. Transformers, Datasets, Huggingface, LLM, Gen AI, Langchain Azure AI, Azure Client, Open AI Client Deployment (mlflow, Azure, Databricks) Healthcare Domain & System knowledge Nice to have skills Cloud technologies other than Azure such as AWS, OCI Visualization using Power BI, Streamlit App, Plotly Dash Project Management skills Presentations to executives and peers Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Job Tittle - Jav Data engineer (java) with pache Kafka RESTful web services. Location: Jersey City, NJ / NYC (Onsite 3 days in office) Contract role Expected Qualifications<ol> <li> Bachelor degree in Computer Science, Computer Engineering or related technical discipline</li> <li> 5 years of experience in object orientated programming (e.g. Java, Python)</li> <li> 5 years of experience in relation databases</li> <li> 2 years of experience in data modelling and architecture design</li> <li> Experience working in Agile environment; able to de-block and coach junior developers</li> <li> Experience of design complex business critical systems meeting highly available, scalable, fault tolerance, resiliency needs</li> <li> Strong analytical skills to perform complex functional and technical analysis</li> <li> Strong communication skills</li> </ol> Nice To Have Qualifications:<ol> <li> Experience in payments or liquidity management</li> <li> ES6/Typescript, JS framework (e.g. React, Angular) and clear understanding of unit test frameworks (e.g. Jest, Sinon, Jasmine, etc)</li> <li> Experience in messaging and event streaming systems (e.g. Apache Kafka)</li> <li> Experience in Big Data and Machine Learning</li> </ol> Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Role Description: <ul> <li>Analyze, develop, refactor, fix, test, review and deploy functionality, and bug fixes in ETL that moves data between Snowflake data layers.</li> <li>Database and Query tuning, diagnosis, and resolution of performance issues leveraging ELT and push-down if required.</li> <li>Use and improve ETL frameworks, continuous data quality frameworks and other automation in data pipeline.</li> <li>Service data availability SLOs and attend triage meetings to engage with Security, Infrastructure and Workload management teams to issue resolutions.</li> <li>Compliance to Agile Jira SDLC controls, Service Now Change & Incident management, and Data Ops Gitlab CI/CD pipeline. </li></ul>Essential Skills: <ul> <li>2 or more years' experience developing, deploying and supporting high-quality, fault-tolerant data pipelines (leveraging distributed, data movement technologies and approaches, including but not limited to ETL and streaming ingestion and processing)</li> <li>Experience on batch/streaming data pipelines using AWS services like S3, EMR, DynamoDB, Kinesis, Lambda, Glue, Redshift, Cloud Watch, Data pipeline and Step Functions.</li> <li>1 or more years' experience utilizing Linux scripting (Python, Shell, etc.)</li> <li>1 or more years' experience in SQL development and/or NoSQL databases</li> <li>1 or more years' experience with cloud-based data offerings (Amazon AWS, Redshift, Snowflake, Google GCP, Microsoft Azure)</li> <li>Experience in P&C Insurance Domain </li></ul> Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Role : Agiloft CLM Business Analyst Location : Anywhere in USA. Business analyst with Agiloft experience (Senior BA capability that can work with business leads and convert business workflows to IT requirements, independently) Requirements: <ul> <li> Onshore </li> <li> Work time : EST timezone</li> <li> CLM knowledge/ hands-on, preferably carries Agiloft skillset</li> <li> Prior experience in an agiloft implementation project would be preferred/ a plus</li> <li> Conduct system analysis closely working with business, prepare stories/ features, review and finalize requirements </li> <li> Coordinate with larger business & IT team and help understand requirements and provide clarifications</li> <li> Excellent analytical, communication and interpersonal skills </li> <li> Adept with MS Office Tools (Power Point, Word, Excel)</li> <li> The ability to drive senior level stakeholder discussions shaping business outcomes and roadmap for work</li> <li> Ability to document business requirements in rally </li> <li> The ability to propose solutions, rally around for common understanding and obtain business and IT buy-in</li> <li> Eliciting business requirements aligned with strategic intent from the business and IT stakeholders</li> <li> Work with product SMEs to perform gap analysis and create solutions to address the technical or functional debt</li> <li> Work with product architects to achieve seamless application integration</li> <li> Guide and support in designing test strategies </li> <li> Creates agile user stories and acceptance documentation as stories and features</li> <li> Directs interaction with business leaders, internal and external ecosystem partners</li> <li> Identifies and document all constraints, implications, and consequences of various proposed system and business changes</li> </ul> MUST-have's : <ol> <li> EST hours is the core working hours </li> <li> Has significant "business analyst" role hands-on : which translates to having experience capturing requirements in Features / Stories for Agile projects</li> <li> Has worked on some ALM tool like Rally or JIRA or other equivalent tools</li> <li> Has been a part of Agiloft implementation / rollouts (good to have : on-prem implementation ; cloud is still okay)</li> </ol> Icertis CLM Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Role -Business Analyst with Healthcare Location -Louisville, KY Job type- C2C Exp-8-10 years Job description Below Must have Especially HEDIS and STARS<ul> <li>Resource should have strong health care domain knowledge. Having working knowledge on Clinical Data(Lab, vision, dental..) will be added advantage.</li> <li>Specifically looking for resources who have strong background on HEDIS Measures and STARS ratings. Having expertise on FHIR data layouts will be added advantage.</li> <li>Healthcare Domain </li></ul> Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Business Analyst program Business Analyst Business Analysis, Digital : Guidewire PolicyCenter, Product Management 10 & Above Guidewire Policy Center Experience, product owner/management experiencepro Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

* Facilitate access to materials and training covering model development, implementation and use within the areas they support. * Advise Model owners on how to define and track changes to model use strings. * Familiarity with SR 11-7 guidelines and other related risk governance frameworks. * Ensure that each model use approval includes descriptions regarding the models approved business use to minimize confusion regarding permissible uses. * Review model development and implementation documents in accordance with the risk governance framework requirements and recommend the documentation as ready for the relevant validation activity. * Review and verify consideration of the EMRM framework in the vendor model procurement process. * Support model owners, model developers, model implementers in their interactions with model validation team, technology initiatives, and the development of data requirements for models. * Consult with model owners on the resolution of model issues. * Support model owners in managing the portfolio of models including their regular monitoring of model performance and use appropriateness. * Review model compensating control plans and provide comments prior to submitting to the appropriate head validation. * Support model owners and users through model retirement in accordance with the associated standards. Digital : Python, Digital : Machine Learning, Performance Models Experience of deploying machine learning models in production Experienced in working in an Agile environment Communication and Stakeholder Data & Analytics Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Johnston RI, Hybrid preferred DATA SCIENTIST with Python, Data Science, Client Ops @Johnston RI Job summary : The ideal candidate will have a strong background in MLOps and Python, and will be responsible for overseeing various projects and ensuring their successful execution. This role requires excellent organizational skills, the ability to manage multiple tasks simultaneously, and a keen eye for detail. 3.Experience : 7to11Yrs 4. Required Skills : ,Python,Data Science,Client Ops 5 .Nice to have skills : 6.Technology : -Not Applicable 7.Shift : Day 8.Roles & Responsibilities : - Oversee the planning, execution, and delivery of multiple projects within the organization - Coordinate with cross-functional teams to ensure project milestones are met on time and within budget - Provide technical guidance and support in MLOps and Python to team members - Develop and implement project plans, including timelines, resource allocation, and risk management strategies - Monitor project progress and make necessary adjustments to ensure successful outcomes - Communicate project status, issues, and risks to stakeholders and senior management - Ensure that all project documentation is complete, accurate, and up-to-date - Facilitate regular project meetings and ensure that action items are tracked and completed - Identify opportunities for process improvements and implement best practices in project management - Collaborate with data scientists and engineers to integrate machine learning models into production environments - Ensure the scalability, reliability, and performance of machine learning systems - Provide training and mentorship to team members on MLOps and Python best practices - Evaluate and recommend new tools and technologies to enhance project efficiency and effectiveness - Conduct post-project evaluations to identify lessons learned and areas for improvement - Ensure compliance with company policies and industry regulations in all project activities - Foster a collaborative and inclusive team environment that encourages innovation and continuous learning -Qualifications - Possess a strong background in MLOps and Python with hands-on experience - Demonstrate excellent project management skills, including planning, execution, and monitoring - Exhibit strong communication and interpersonal skills to effectively collab Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

<ul> <li> Graph DB, ETL Framework, Data Warehousing, NoSQL, PySpark & Apache Spark experience</li> <li> Python</li> <li> Airflow DAGs with Flink</li> <li> Cloud - AWS, S3, Iceberg experience</li> <li> A background in computer science, engineering, mathematics, or similar quantitative field with a minimum of 2 years professional experience</li> </ul> •Experience using Spark, Kafka, Hadoop, or similar technologies •Experience in implementing data pipelines using python •Experience with workflow scheduling / orchestration such as Kubernetes, Airflow •Experience with query APIs using JSON, XML •Experience with Unix-based command line interface and Bash scripts •Experience in BigData/Hadoop Platform. Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.

Diverse Lynx Interview Questions

Diverse Lynx Interview Guides

Diverse Lynx Interview Questions

Diverse Lynx Salaries by Position

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