Statistical Modeler II

Role Overview: As a Statistical Modeler II at Sanofi, you will be a crucial part of the Statistical Modeling & Simulation CoE Team, where you will be responsible for developing and utilizing advanced statistical and artificial intelligence/machine learning (AI/ML) models to conduct clinical trial modeling and simulations under the supervision of a senior statistician and/or team leader. Your contributions will play a key role in transforming the business and changing millions of lives. Key Responsibilities: - Implement statistical and AI/ML algorithms for clinical study design optimization and decision making. - Work with machine learning frameworks and tools to develop predictive models for clinical endpoints. - Utilize real-world data and apply advanced sampling methods for clinical trial simulation with realistic patient population. - Explore causal inference methods that leverage AI/ML for treatment effect estimation. - Collaborate with cross-functional teams to understand complex data, analytics requirements, and objectives. - Stay updated on advancements in AI/ML for clinical development. - Provide technical guidance to junior staff. Qualifications Required: - Experience in statistical modeling and simulations and statistical tool development. - Broad knowledge/experience of handling complex statistical or AI/ML models or large datasets, utilizing parallel computing and cloud computing platforms. - Excellent R programming skills are required. Experience with Python, Julia, or other computational languages is a plus. - Good experience using version control systems (e.g., Git, GitHub). - Good understanding of advanced statistical concepts and techniques. Knowledge about clinical trial design is a plus. - Education: PhD/MS in statistics, computer science, mathematics, or related discipline. - Languages: Excellent interpersonal and communication skills in oral and written English. About the Company: Sanofi is an innovative global healthcare company with a mission to chase the miracles of science to improve people's lives. It offers countless opportunities for career growth and development, with a supportive and future-focused team. The company values diversity and provides equal opportunities to all individuals regardless of background, promoting a culture of progress and inclusivity. (Note: The additional details about the company have been included in the JD) Role Overview: As a Statistical Modeler II at Sanofi, you will be a crucial part of the Statistical Modeling & Simulation CoE Team, where you will be responsible for developing and utilizing advanced statistical and artificial intelligence/machine learning (AI/ML) models to conduct clinical trial modeling and simulations under the supervision of a senior statistician and/or team leader. Your contributions will play a key role in transforming the business and changing millions of lives. Key Responsibilities: - Implement statistical and AI/ML algorithms for clinical study design optimization and decision making. - Work with machine learning frameworks and tools to develop predictive models for clinical endpoints. - Utilize real-world data and apply advanced sampling methods for clinical trial simulation with realistic patient population. - Explore causal inference methods that leverage AI/ML for treatment effect estimation. - Collaborate with cross-functional teams to understand complex data, analytics requirements, and objectives. - Stay updated on advancements in AI/ML for clinical development. - Provide technical guidance to junior staff. Qualifications Required: - Experience in statistical modeling and simulations and statistical tool development. - Broad knowledge/experience of handling complex statistical or AI/ML models or large datasets, utilizing parallel computing and cloud computing platforms. - Excellent R programming skills are required. Experience with Python, Julia, or other computational languages is a plus. - Good experience using version control systems (e.g., Git, GitHub). - Good understanding of advanced statistical concepts and techniques. Knowledge about clinical trial design is a plus. - Education: PhD/MS in statistics, computer science, mathematics, or related discipline. - Languages: Excellent interpersonal and communication skills in oral and written English. About the Company: Sanofi is an innovative global healthcare company with a mission to chase the miracles of science to improve people's lives. It offers countless opportunities for career growth and development, with a supportive and future-focused team. The company values diversity and provides equal opportunities to all individuals regardless of background, promoting a culture of progress and inclusivity. (Note: The additional details about the company have been included in the JD)