Gilead Sciences
Associate Director, Data Science
Gilead Sciences, Foster City, California, United States, 94420
For Current Gilead Employees And Contractors:
Please log onto your Internal Career Site to apply for this job.At Gilead, we’re creating a healthier world for all people. For more than 35 years, we’ve tackled diseases such as HIV, viral hepatitis, COVID-19 and cancer – working relentlessly to develop therapies that help improve lives and to ensure access to these therapies across the globe. We continue to fight against the world’s biggest health challenges, and our mission requires collaboration, determination and a relentless drive to make a difference.Every member of Gilead’s team plays a critical role in the discovery and development of life-changing scientific innovations. Our employees are our greatest asset as we work to achieve our bold ambitions, and we’re looking for the next wave of passionate and ambitious people ready to make a direct impact.We believe every employee deserves a great leader. People Leaders are the cornerstone to the employee experience at Gilead and Kite. As a people leader now or in the future, you are the key driver in evolving our culture and creating an environment where every employee feels included, developed and empowered to fulfil their aspirations. Join Gilead and help create possible, together.Job Description
Associate Director, Data Scientist – Clinical Trial Operation and DesignLocation: Foster City, CAThe Advanced Analytics Decision Sciences team within Clinical Data Sciences is seeking an Associate Director of Data Science team focusing on capability delivery across the clinical trial portfolio for GTAI (Gilead Trails AI Program). This person will be a key member delivering on design insights, operational strategy analytics (global study feasibility) and additional capabilities for studies. In this role, the data scientist provides key thought leadership & Strategy towards how AI/ML can be leveraged to optimize clinical trials operations, improve diversity in trial recruitment, and enhance data-driven decision making in a variety of workstreams within the clinical development space.The data scientist in this role is expected to be a hands-on pragmatic leader within the Decision Sciences organization in the application of AI/ML toward real-world clinical use cases and is deeply involved in all aspects of technical development of algorithms including coding packages, configuring compute environments, evaluation & review of models, and design of model architecture. The data scientist will interact with various technical roles in the clinical data sciences and clinical operations & clinical development organization including architects, data engineers, data analysts, and product managers to operationalize AI-driven applications by providing expertise in model development and operationalization. The data scientist will also interact directly with internal stakeholders in an advisory role.Responsibilities
Works with stakeholders in an agile project management framework to plan, design, and execute projects leveraging AI/ML.Works with Capability Development Owners & (Operational Strategy and Protocol Design), Business Process Owner and Design Directors to ensure items are delivered as per business needs.Provides feedback to Capability owners on capabilities that would enrich and improve the user’s experience and business needs.Communicates bugs to System Owner.Delivers on needed ad hoc capabilities that aren’t yet integrated into combined analytics capabilities (e.g. Patient Funnel & Geographic Ops Strat Capabilities and GenAI capabilities that will surface decisions made by governance committees).Real World Experience in leveraging RWD datasets to synthesize complex patient journeys and patient funnels.Provide thought leadership toward the development of strategic capabilities in the AI/ML space for biotechnology.Design and implement strategies to create the fundamental technical and business process building blocks that inform how AI/ML and analytics make an impact to clinical operations and clinical development.Partner with cross-functional teams to build industry-leading capabilities in operational AI/ML within the way that we execute and run clinical trials.Work with key business operations partners in clinical operations to define operating metrics and enable predictive analytics to drive trial design and planning to meet or exceed key operations metrics.Plan and execute the full lifecycle of machine learning models from requirements gathering, exploratory data analysis, visualizations, model training, model evaluation, and model deployment and monitoring.Identify evidence required to make informed decisions from data toward use cases in R&D. Work with IT partners to gather requisite data.Work with IT partners to operationalize datasets required to support model development and analytics pipelines.Stay current on the state of the art in machine learning models within the technology and biopharmaceutical industries.Independently frame business questions from the perspective of data science and derive data-driven solutions.Design and apply advanced modeling solutions in the areas of statistical analysis, bioinformatics, data automation, data mining, machine learning and/or data visualization.Understand key aspects of clinical and real-world data that relate to the optimization of clinical trial conduct and execution.Recommend data-driven approaches to optimize clinical trials operations.Interface with cross-functional stakeholders in clinical operations, clinical study teams, and clinical data sciences to facilitate knowledge sharing and build shared understanding of leveraging advanced analytics to drive business improvement.Education Requirements
Minimum bachelor’s degree with 12 years of experience, master’s with 10 years of experience, or PhD with 8+ years of experience in data science at biotech or technology companies.Degree in engineering or technology areas including but not limited to data science, software engineering, biomedical engineering, chemical engineering, mechanical engineering, or similar.Technical Skill Requirements
Operationalization of deep learning algorithms at scaleUnderstanding of model evaluation & scoring including avoidance of model biasPython or R, SQLUnderstanding of Cloud DevOps on AWS related to data science operations.Experience translating ground-up AI/ML research into functional packages to support applications.Project Skill Requirements
Project management skillsetsProduct management mindset and understandingTranslating stakeholder needs into technical requirements.Scoping project requirements and building timelines.Code management using GitTechnical documentationThe salary range for this position is: $205,700.00 - $266,200.00. Gilead considers a variety of factors when determining base compensation, including experience, qualifications, and geographic location. These considerations mean actual compensation will vary. This position may also be eligible for a discretionary annual bonus, discretionary stock-based long-term incentives (eligibility may vary based on role), paid time off, and a benefits package. Benefits include company-sponsored medical, dental, vision, and life insurance plans.For Additional Benefits Information, Visit:
https://www.gilead.com/careers/compensation-benefits-and-wellbeingEligible employees may participate in benefit plans, subject to the terms and conditions of the applicable plans.For Jobs In The United States:
As an equal opportunity employer, Gilead Sciences Inc. is committed to a diverse workforce. Employment decisions regarding recruitment and selection will be made without discrimination based on race, color, religion, national origin, gender, age, sexual orientation, physical or mental disability, genetic information or characteristic, gender identity and expression, veteran status, or other non-job related characteristics or other prohibited grounds specified in applicable federal, state and local laws.In order to ensure reasonable accommodation for individuals protected by Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veterans' Readjustment Act of 1974, and Title I of the Americans with Disabilities Act of 1990, applicants who require accommodation in the job application process may contact ApplicantAccommodations@gilead.com for assistance.For more information about equal employment opportunity protections, please view the 'Know Your Rights' poster.NOTICE: EMPLOYEE POLYGRAPH PROTECTION ACTYOUR RIGHTS UNDER THE FAMILY AND MEDICAL LEAVE ACTPAY TRANSPARENCY NONDISCRIMINATION PROVISIONOur environment respects individual differences and recognizes each employee as an integral member of our company. Our workforce reflects these values and celebrates the individuals who make up our growing team.Gilead provides a work environment free of harassment and prohibited conduct. We promote and support individual differences and diversity of thoughts and opinion.For Current Gilead Employees And Contractors:Please log onto your Internal Career Site to apply for this job.
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Please log onto your Internal Career Site to apply for this job.At Gilead, we’re creating a healthier world for all people. For more than 35 years, we’ve tackled diseases such as HIV, viral hepatitis, COVID-19 and cancer – working relentlessly to develop therapies that help improve lives and to ensure access to these therapies across the globe. We continue to fight against the world’s biggest health challenges, and our mission requires collaboration, determination and a relentless drive to make a difference.Every member of Gilead’s team plays a critical role in the discovery and development of life-changing scientific innovations. Our employees are our greatest asset as we work to achieve our bold ambitions, and we’re looking for the next wave of passionate and ambitious people ready to make a direct impact.We believe every employee deserves a great leader. People Leaders are the cornerstone to the employee experience at Gilead and Kite. As a people leader now or in the future, you are the key driver in evolving our culture and creating an environment where every employee feels included, developed and empowered to fulfil their aspirations. Join Gilead and help create possible, together.Job Description
Associate Director, Data Scientist – Clinical Trial Operation and DesignLocation: Foster City, CAThe Advanced Analytics Decision Sciences team within Clinical Data Sciences is seeking an Associate Director of Data Science team focusing on capability delivery across the clinical trial portfolio for GTAI (Gilead Trails AI Program). This person will be a key member delivering on design insights, operational strategy analytics (global study feasibility) and additional capabilities for studies. In this role, the data scientist provides key thought leadership & Strategy towards how AI/ML can be leveraged to optimize clinical trials operations, improve diversity in trial recruitment, and enhance data-driven decision making in a variety of workstreams within the clinical development space.The data scientist in this role is expected to be a hands-on pragmatic leader within the Decision Sciences organization in the application of AI/ML toward real-world clinical use cases and is deeply involved in all aspects of technical development of algorithms including coding packages, configuring compute environments, evaluation & review of models, and design of model architecture. The data scientist will interact with various technical roles in the clinical data sciences and clinical operations & clinical development organization including architects, data engineers, data analysts, and product managers to operationalize AI-driven applications by providing expertise in model development and operationalization. The data scientist will also interact directly with internal stakeholders in an advisory role.Responsibilities
Works with stakeholders in an agile project management framework to plan, design, and execute projects leveraging AI/ML.Works with Capability Development Owners & (Operational Strategy and Protocol Design), Business Process Owner and Design Directors to ensure items are delivered as per business needs.Provides feedback to Capability owners on capabilities that would enrich and improve the user’s experience and business needs.Communicates bugs to System Owner.Delivers on needed ad hoc capabilities that aren’t yet integrated into combined analytics capabilities (e.g. Patient Funnel & Geographic Ops Strat Capabilities and GenAI capabilities that will surface decisions made by governance committees).Real World Experience in leveraging RWD datasets to synthesize complex patient journeys and patient funnels.Provide thought leadership toward the development of strategic capabilities in the AI/ML space for biotechnology.Design and implement strategies to create the fundamental technical and business process building blocks that inform how AI/ML and analytics make an impact to clinical operations and clinical development.Partner with cross-functional teams to build industry-leading capabilities in operational AI/ML within the way that we execute and run clinical trials.Work with key business operations partners in clinical operations to define operating metrics and enable predictive analytics to drive trial design and planning to meet or exceed key operations metrics.Plan and execute the full lifecycle of machine learning models from requirements gathering, exploratory data analysis, visualizations, model training, model evaluation, and model deployment and monitoring.Identify evidence required to make informed decisions from data toward use cases in R&D. Work with IT partners to gather requisite data.Work with IT partners to operationalize datasets required to support model development and analytics pipelines.Stay current on the state of the art in machine learning models within the technology and biopharmaceutical industries.Independently frame business questions from the perspective of data science and derive data-driven solutions.Design and apply advanced modeling solutions in the areas of statistical analysis, bioinformatics, data automation, data mining, machine learning and/or data visualization.Understand key aspects of clinical and real-world data that relate to the optimization of clinical trial conduct and execution.Recommend data-driven approaches to optimize clinical trials operations.Interface with cross-functional stakeholders in clinical operations, clinical study teams, and clinical data sciences to facilitate knowledge sharing and build shared understanding of leveraging advanced analytics to drive business improvement.Education Requirements
Minimum bachelor’s degree with 12 years of experience, master’s with 10 years of experience, or PhD with 8+ years of experience in data science at biotech or technology companies.Degree in engineering or technology areas including but not limited to data science, software engineering, biomedical engineering, chemical engineering, mechanical engineering, or similar.Technical Skill Requirements
Operationalization of deep learning algorithms at scaleUnderstanding of model evaluation & scoring including avoidance of model biasPython or R, SQLUnderstanding of Cloud DevOps on AWS related to data science operations.Experience translating ground-up AI/ML research into functional packages to support applications.Project Skill Requirements
Project management skillsetsProduct management mindset and understandingTranslating stakeholder needs into technical requirements.Scoping project requirements and building timelines.Code management using GitTechnical documentationThe salary range for this position is: $205,700.00 - $266,200.00. Gilead considers a variety of factors when determining base compensation, including experience, qualifications, and geographic location. These considerations mean actual compensation will vary. This position may also be eligible for a discretionary annual bonus, discretionary stock-based long-term incentives (eligibility may vary based on role), paid time off, and a benefits package. Benefits include company-sponsored medical, dental, vision, and life insurance plans.For Additional Benefits Information, Visit:
https://www.gilead.com/careers/compensation-benefits-and-wellbeingEligible employees may participate in benefit plans, subject to the terms and conditions of the applicable plans.For Jobs In The United States:
As an equal opportunity employer, Gilead Sciences Inc. is committed to a diverse workforce. Employment decisions regarding recruitment and selection will be made without discrimination based on race, color, religion, national origin, gender, age, sexual orientation, physical or mental disability, genetic information or characteristic, gender identity and expression, veteran status, or other non-job related characteristics or other prohibited grounds specified in applicable federal, state and local laws.In order to ensure reasonable accommodation for individuals protected by Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veterans' Readjustment Act of 1974, and Title I of the Americans with Disabilities Act of 1990, applicants who require accommodation in the job application process may contact ApplicantAccommodations@gilead.com for assistance.For more information about equal employment opportunity protections, please view the 'Know Your Rights' poster.NOTICE: EMPLOYEE POLYGRAPH PROTECTION ACTYOUR RIGHTS UNDER THE FAMILY AND MEDICAL LEAVE ACTPAY TRANSPARENCY NONDISCRIMINATION PROVISIONOur environment respects individual differences and recognizes each employee as an integral member of our company. Our workforce reflects these values and celebrates the individuals who make up our growing team.Gilead provides a work environment free of harassment and prohibited conduct. We promote and support individual differences and diversity of thoughts and opinion.For Current Gilead Employees And Contractors:Please log onto your Internal Career Site to apply for this job.
#J-18808-Ljbffr