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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

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

Caris Life Sciences Salaries by Position

Position Summary Caris Life Sciences is seeking a data scientist to expand, test, and validate a suite of molecular biomarkers aimed to improve the standard of care for patients undergoing treatment for cancer. This is a research role within the Caris signature development program and responsibilities will center on statistical or machine-learning derived predictions of phenotypic treatment response built from the genotypic data types available on Caris molecular sequencing platforms. A successful candidate will have the analytical, code-oriented mindset to create reproducible data science pipelines, and the communication skills to discuss the implications of the scientific results with our medical professionals. Job Responsibilities <ul> <li>Work with disease experts to determine the cohort selection, model development, and validation steps that make up a project roadmap for a genetic signature. </li><li>Iteratively develop statistical or machine-learned derived features sets built from Caris genetic sequencing data. </li><li>Communicate the impact and interpretation of predicted clinical outcomes for the targeted disease type. </li><li>Structure queries and organize codebases in a streamlined and reproducible manner. </li><li>Compare novel signatures with baselines derived from the molecular health literature. </li><li>Interface with data engineering and bioinformatics teams to understand the intricacies of underlying datasets. </li></ul>Required Qualifications <ul> <li>PhD in Data Science, Computational Biology, Bioinformatics, Engineering, or related scientific field. </li><li>1-5 years experience in Data Science </li><li>Proficiency in Python </li><li>Proficiency in Data Visualization </li><li>Familiarity with Linux ecosystem, Git, and queries from SQL or related database families. </li><li>Experience with common machine-learning Python libraries such as SKlearn, PyTorch, TensorFlow, Keras, etc. </li><li>Ability to communicate quantifiable results through tables, figures, and plots. </li><li>Proficiency in Microsoft Office Suite, specifically Word, Excel, Outlook, and general working knowledge of Internet for business use. </li><li>Conditions of Employment: Individuals must successfully complete pre-employment process, which includes criminal background check, drug screening, and reference verification. </li></ul>Preferred Qualifications <ul> <li>Experience with interpretation of clinical health records including Electronic Health Records, insurance claims data, or patient histories </li><li>OR with bioinformatics pipeline development and genetic file types such as VCF, BAM, FASTQ </li><li>Good code documentation practices and experience with workflow management packages. </li><li>Cloud programming experience, in particular under the AWS Sagemaker ecosystem. </li></ul>Physical Demands <ul> <li>Will work at a computer most of the time, with some time spent collaborating with subject matter experts and business group leaders either in person or through remote conferencing. </li><li>Visual acuity and analytical skill to distinguish fine detail. </li><li>Must possess ability to sit and/or stand for long periods of time. </li></ul>Training <ul> <li>All job specific, safety, and compliance training are assigned based on the job functions associated with this employee. </li></ul>Other <ul> <li>This position may require periodic travel and some evenings, weekends and/or holidays. </li><li>Job may require after hours response to emergency issues. </li></ul> Conditions of Employment: Individual must successfully complete pre-employment process, which includes criminal background check, drug screening, credit check ( applicable for certain positions) and reference verification. This job description reflects management's assignment of essential functions. Nothing in this job description restricts management's right to assign or reassign duties and responsibilities to this job at any time. Caris Life Sciences is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, gender, gender identity, sexual orientation, age, status as a protected veteran, among other things, or status as a qualified individual with disability.

Position Summary The Senior Software Engineer's duties will involve but not limited to the creation, development, configuration, implementation, and maintenance of Service Now ITSM, ITOM, CMDB, and ITAM modules as well as integrated services. In this role, you will apply technical abilities and best practices with advanced knowledge and understanding of the platforms and functionalities to build robust and scalable application architecture. This individual will be crucial in maintaining the systems' reliability, security, and efficiency in compliance with regulatory standards such as SOX, SOC 2, HIPAA, and GDPR. As part of the Infrastructure and Operations team, this role requires working with diverse teams to develop solutions that address business requirements while adhering to best practices and innovative strategies. The role demands a mix of technical acumen, excellent organizational and analytical abilities, in-depth understanding of ITIL/ITSM/ITAM best practices, and a leadership mentality focused on addressing issues and enhancing procedures to achieve optimal business results. Job Responsibilities <ul><li>Drive continual improvement enhancement initiatives to heighten the streamline of automation within the platform, elevate quality and availability of information to reduce the average MTTR.</li><li>Execute new and existing application integrations and updates ensuring the process is streamlined and secure.</li><li>Review and analyze the effectiveness and efficiency of existing configurations and workflows to develop strategies for improving or further integrations leveraging ServiceNow</li><li>Deliver exceptional service by actively analyzing and collecting data to refine and enhance the platform and capabilities.</li><li>Regularly monitor and maintain the platform and integrated systems conducting consistent evaluations and health checks to guarantee peak performance, while also detecting and addressing any potential security threats, weaknesses and vulnerabilities.</li><li>Provide support in managing the ServiceNow environments (Dev, Test and Production)</li><li>Lead the development of business process solutions within the Service Now framework, while maintaining use of best practices</li><li>Build and deliver new services, customization and experiences within the service portal.</li><li>Investigate application issues and collaborate with team members to resolve securely and efficiently eliminating repeat occurrences.</li><li>Create and design application tables within Service Now platform</li><li>Develop solutions using HTML, CSS, JavaScript, Angular</li><li>Analyze system requirements, estimate the level of effort, develop conceptual designs, and implement Service Now solutions</li><li>Develop, modify and customize Service Now workflows, forms, lists, business rules, UI components, web services, tables, and menus.</li><li>Code and configure interfaces between Service Now and other systems.</li><li>Provide support for the creation, maintenance, and debugging data integration and Discovery jobs/schedules.</li><li>Lead and provide ServiceNow support and adhering to Change Management processes, Asset Management processes, Business Management processes, Service Management processes.</li><li>Build and maintain the ServiceNow ITAM/CMDB data integrity ensuring the data is accurate and up-to-date.</li><li>Provide ServiceNow Platform administration, configuration, and development following Agile processes and using industry best practices.</li><li>Refactor ServiceNow software customizations during Service Now major release updates.</li><li>Participate in Change Management procedures, such as initiating change requests, evaluating peers' submissions for review, and executing changes related to maintaining the platform, integrations and access workflows.</li><li>Develop and maintain technical and comprehensive Service Now design documentation of the configurations and on-going improvement changes.</li><li>Assume responsibility for tasks and outcomes, demonstrating the capacity to work independently while also utilizing available resources to aid in problem-solving and asking for help when needed.</li><li>Attend and participate in weekly infrastructure and cross-functional team meetings discussing project and tasks priorities and progress.</li><li>Research new feature enhancements and functionalities in ServiceNow.</li><li>Maintain responsibility for the completion and accuracy of work products.</li></ul> Required Qualifications <ul><li>Bachelor's degree with a minimum of 5+ years of experience implementing and developing complex solutions and processes or 8+ years of relevant experience in lieu of degree.</li><li>Strong understanding of related internet protocols such as DNS, LDAP, NTP, SMTP, HTTP, etc.</li><li>Working knowledge and understanding of Angular.JS, JavaScript, SQL and related technologies for ServiceNow development and engineering or equivalent.</li><li>Expert understanding of ITIL v3 Service Operation processes.</li><li>Experience with Software & Hardware Asset Management Implementation</li><li>Experience creating reports/dashboards, customized forms, and workflows in ServiceNow</li><li>Excellent analytical and problem-solving skills with the ability to troubleshoot and solve for complex issues.</li><li>Self-starter collaborative mindset with the ability to work effectively and efficiently in a fast-paced dynamic environment and adaptability to balance changing and competing priorities.</li><li>Ability to effectively communicate technical concepts to non-technical audiences.</li><li>Hands-on experience developing within ServiceNow ITSM, ITOM, CMDB and ITAM modules.</li><li>Exceptional communication skills and strong team collaboration abilities.</li></ul> Preferred Qualifications <ul><li>Bachelor's degree in computer science, Information Systems and/or related field.</li><li>In-depth knowledge, understanding and usage of application programming frameworks and scripting such as JS, JavaScript, Bootstrap, HTML/CSS, Apache and PowerShell.</li><li>ServiceNow Certified System Administrator (CSA) certification.</li><li>In-depth usage and creation of application programming interfaces.</li><li>Experience building workflows and integrated automations using but not limited to REST/SOAP API.</li><li>Experience working in a Healthcare of Life Sciences environment.</li><li>Demonstrated curiosity to learn and apply new tools through automation.</li><li>Highly self-motivated with strong attention to detail.</li><li>Ability to manage multiple tasks, prioritize, and meet deadlines.</li></ul> Training <ul><li>All job specific, safety, and compliance training are assigned based on the job functions associated with this employee.</li></ul> Physical Demands <ul><li>Must possess ability to sit, stand, and/or work at a computer for long periods of time.</li><li>Ability to work extended hours during implementations and on-call rotations.</li></ul> Other <ul><li>Job may require after-hours response to emergency issues.</li><li>Periodically scheduled on-call may require after-hours response for technical emergencies not explicitly related to assigned job responsibilities.</li><li>Other duties as assigned.</li></ul> Conditions of Employment: Individual must successfully complete pre-employment process, which includes criminal background check, drug screening, credit check ( applicable for certain positions) and reference verification. This job description reflects management's assignment of essential functions. Nothing in this job description restricts management's right to assign or reassign duties and responsibilities to this job at any time. Caris Life Sciences is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, gender, gender identity, sexual orientation, age, status as a protected veteran, among other things, or status as a qualified individual with disability.

Position Overview The Business Analyst/Administrator is responsible for the overall evolution and user adoption of the Salesforce (SFDC) Customer Relationship Management (CRM) system. The successful candidate will have extensive experience in expanding the use of Salesforce.com within an organization and increasing its value to the organization. The ideal candidate will possess significant experience in establishing a business vision for the use of Salesforce CRM within the organization, adapting Salesforce CRM to current/future business processes, and identifying functionality that will drive further adoption of Salesforce CRM. The ideal candidate will also bring strong skills in dashboard development and user training. This candidate will be the subject matter expert on the data management, implementation and reporting within Salesforce CRM. Job Responsibilities Establish the business vision and roadmap for the expanded use of Salesforce CRM across the commercial organization at Caris Life Sciences Analyze business requirements to determine the most effective approach to serving the needs of the commercial organization at Caris Life Sciences Identify out-of-the-box Salesforce CRM functionality that will deliver additional value by automating work, increasing user adoption, and/or delivering business insight Define and design custom enhancements to Salesforce CRM that provide significant ROI by bridging the gap between out-of-the-box Salesforce CRM functionality and business processes at Caris Life Sciences Design and implement Salesforce CRM reports, dashboards, and alerts that support the business processes and deliver business insight Investigate Salesforce plug-ins and other integrated products that can address additional business needs of the commercial organization at Caris Life Sciences Prioritize changes (enhancements, fixes, integrations, etc) to Salesforce CRM in order to maximize short term (i.e. quick wins) and long term (i.e. strategic enhancements) business value Working with IT, ensure the successful on-time implementation of enhancements/fixes to Salesforce CRM Working with Commercial Education, facilitate the training of new users on Salesforce CRM and grow the skill level of existing users on Salesforce CRM Working with IT, implement integrations to Salesforce CRM and ensure the seamless transfer of data Serve as the secondary system administrator for the Salesforce.com environment handling basic administrative functions including user account maintenance, screen layouts, data import/export, workflows, and other routine tasks Required Qualifications Bachelors degree in Computer Science Minimum 2 years of experience as a Salesforce CRM business analyst Minimum 1 years of experience as a Salesforce.com administrator Minimum 1 years of experience working in a Sales, Account Management, Customer Service, and/or Marketing department Proven experience establishing the business vision and roadmap for the evolution of the Salesforce CRM system Keen ability to analyze business requirements and design enhancements for the Salesforce CRM system Keen ability to identify opportunities to optimize Salesforce CRM to enable business users Superior ability to design and implement dashboards and reports to deliver business insight Proven experience training users and driving user adoption on the Salesforce CRM system Strong understanding of Salesforce.com best practices and functionality Strong data management abilities Preferred Qualifications Masters degree in Computer Science Sales Cloud, Service Cloud and Developer certifications Saleforce.com Admin (ADM201 and ADM211) certified A documented history of successfully driving projects to completion A demonstrated ability to understand complex business requirements and translate them into designs for systems enhancement Strong communication skills (both written and verbal) in working with business executives and business users Demonstrated decision-making ability towards solving problems, while working under pressure and effectively communicating these solutions to co-workers and customers. General understanding of business policies and practices Must be a self-starter requiring little supervision Excellent time management skills High degree of personal organization and ability to multi-task Ability to quickly learn and apply knowledge of proprietary software programs Other This position requires periodic travel and some evenings, weekends and/or Holidays Physical Demands Must possess ability to sit and/or stand for long periods of time. Conditions of Employment: Individual must successfully complete pre-employment process, which includes criminal background check, drug screening, credit check ( applicable for certain positions) and reference verification. This job description reflects managements assignment of essential functions. Nothing in this job description restricts managements right to assign or reassign duties and responsibilities to this job at any time. Caris Life Sciences is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, gender, gender identity, sexual orientation, age, status as a protected veteran, among other things, or status as a qualified individual with disability. Caris Life Sciences is a leading innovator in molecular science and artificial intelligence focused on fulfilling the promise of precision medicine through quality and innovation. Caris is committed to quality and excellence at our state-of-the-art laboratories. Learn more about our tissue lab and the advanced technologies that are helping improve the lives of cancer patients.

Caris Life Sciences Interview Questions

Caris Life Sciences Interview Guides

Caris Life Sciences Interview Questions

Caris Life Sciences Salaries by Position

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