Descrição da postagem Data Scientist Would you like to use your technical background to bring real change to the health sector by creating the best experience in Health Solutions? Then you are exactly who we are looking for! Aon is in the business of better decisions, and as an organization, we stand united as an inclusive, diverse team that is passionate about helping both our colleagues and clients to succeed. This role is hybrid with flexibility to work virtually and in our São Paulo office. Aon is in the business of better decisions At Aon, we shape decisions for the better to protect and enrich the lives of people around the world. As an organization, we are united through trust as one inclusive, diverse team, and we are passionate about helping our colleagues and clients succeed. What the day will look like Data Acquisition and Transformation: Acquiring data from disparate data sources using API's and SQL. Transform data using SQL and Python. Visualizing data using a diverse tool set including but not limited to Python. Database Management System: Knowledge of how databases are structured and function in order to use them efficiently. May include multiple data environments, cloud/AWS, primary and foreign key relationships, table design, database schemas, etc. Statistics and Computing: Exceptional understanding of: Multivariable Calculus, Linear Algebra, Differential Equations, Applied Probability, Applied Statistics, Computer Science (Programming Methodologies), and Cloud. Knowledge of statistical techniques such as the use of descriptive, inferential, Bayesian statistics, time series analysis etc. to extract business insights and experimentation to solve business problems. Data Wrangling: Preparing data for further analysis; Redefining and mapping raw data to generate insights; Processing of large datasets (structured, unstructured). Machine Learning: Understanding of machine learning theory, including the mathematics underlying machine learning algorithms. Expertise in the application of machine learning theory to building, training, testing, interpreting and monitoring machine learning models. Model Deployment: Understanding of: MDLC (Model Development Life Cycle), CI/CD/CT pipelines (using tools like Jenkins, CloudBees, Harness etc.), A/B testing. Pipeline frameworks like MLFlow, AWS SageMaker pipeline etc. model and data versioning. Generative AI: You should have a deep understanding of Generative AI, including its algorithms and real-world applications for creating new data models. Experience with Generative AI tools and techniques, such as GANs (Generative Adversarial Network s), is highly desirable. Programming Languages: Python and SQL How this opportunity is different You will work as a member of a Scrum squad alongside our team of data engineers and QA analysts. This team is responsible for the development and testing of the current and improved data architecture in Health Solutions. Skills and experience that will lead to success •BS in Statistics and/or Science Computing. •Bilingual English/Portuguese required • At least 3 years of experience with Data Science • Experience in Predictive modelling, Databricks and Cloud (AWS) • Experience programming in Phyton, R and SQL. • A strong understanding of Business Models and Business Strategy. • Experience with Customer Journey Mapping (CJM). • At least some knowledge of the health industry How we support our colleagues In addition to our comprehensive benefits package, we encourage a diverse workforce. Plus, our agile, inclusive environment allows you to manage your wellbeing and work/life balance, ensuring you can be your best self at Aon. Furthermore, all colleagues enjoy two “Global Wellbeing Days” each year, encouraging you to take time to focus on yourself. We offer a variety of working style solutions, but we also recognise that flexibility goes beyond just the place of work... and we are all for it. We call this Smart Working! Our continuous learning culture inspires and equips you to learn, share and grow, helping you achieve your fullest potential. As a result, at Aon, you are more connected, more relevant, and more valued. Aon values an innovative, diverse workplace where all colleagues feel empowered to be their authentic selves. Aon is proud to be an equal opportunity workplace. Aon provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, age, disability, veteran, marital, domestic partner status, or other legally protected status. We welcome applications from all and provide individuals with disabilities with reasonable adjustments to participate in the job application, interview process and to perform essential job functions once onboard. If you would like to learn more about the reasonable accommodations we provide, email ReasonableAccommodations@Aon.com #LI-VR1 2551921 Data Scientist Would you like to use your technical background to bring real change to the health sector by creating the best experience in Health Solutions? Then you are exactly who we are looking for! Aon is in the business of better decisions, and as an organization, we stand united as an inclusive, diverse team that is passionate about helping both our colleagues and clients to succeed. This role is hybrid with flexibility to work virtually and in our São Paulo office. Aon is in the business of better decisions At Aon, we shape decisions for the better to protect and enrich the lives of people around the world. As an organization, we are united through trust as one inclusive, diverse team, and we are passionate about helping our colleagues and clients succeed. What the day will look like Data Acquisition and Transformation: Acquiring data from disparate data sources using API's and SQL. Transform data using SQL and Python. Visualizing data using a diverse tool set including but not limited to Python. Database Management System: Knowledge of how databases are structured and function in order to use them efficiently. May include multiple data environments, cloud/AWS, primary and foreign key relationships, table design, database schemas, etc. Statistics and Computing: Exceptional understanding of: Multivariable Calculus, Linear Algebra, Differential Equations, Applied Probability, Applied Statistics, Computer Science (Programming Methodologies), and Cloud. Knowledge of statistical techniques such as the use of descriptive, inferential, Bayesian statistics, time series analysis etc. to extract business insights and experimentation to solve business problems. Data Wrangling: Preparing data for further analysis; Redefining and mapping raw data to generate insights; Processing of large datasets (structured, unstructured). Machine Learning: Understanding of machine learning theory, including the mathematics underlying machine learning algorithms. Expertise in the application of machine learning theory to building, training, testing, interpreting and monitoring machine learning models. Model Deployment: Understanding of: MDLC (Model Development Life Cycle), CI/CD/CT pipelines (using tools like Jenkins, CloudBees, Harness etc.), A/B testing. Pipeline frameworks like MLFlow, AWS SageMaker pipeline etc. model and data versioning. Generative AI: You should have a deep understanding of Generative AI, including its algorithms and real-world applications for creating new data models. Experience with Generative AI tools and techniques, such as GANs (Generative Adversarial Network s), is highly desirable. Programming Languages: Python and SQL How this opportunity is different You will work as a member of a Scrum squad alongside our team of data engineers and QA analysts. This team is responsible for the development and testing of the current and improved data architecture in Health Solutions. Skills and experience that will lead to success •BS in Statistics and/or Science Computing. •Bilingual English/Portuguese required • At least 3 years of experience with Data Science • Experience in Predictive modelling, Databricks and Cloud (AWS) • Experience programming in Phyton, R and SQL. • A strong understanding of Business Models and Business Strategy. • Experience with Customer Journey Mapping (CJM). • At least some knowledge of the health industry How we support our colleagues In addition to our comprehensive benefits package, we encourage a diverse workforce. Plus, our agile, inclusive environment allows you to manage your wellbeing and work/life balance, ensuring you can be your best self at Aon. Furthermore, all colleagues enjoy two “Global Wellbeing Days” each year, encouraging you to take time to focus on yourself. We offer a variety of working style solutions, but we also recognise that flexibility goes beyond just the place of work... and we are all for it. We call this Smart Working! Our continuous learning culture inspires and equips you to learn, share and grow, helping you achieve your fullest potential. As a result, at Aon, you are more connected, more relevant, and more valued. Aon values an innovative, diverse workplace where all colleagues feel empowered to be their authentic selves. Aon is proud to be an equal opportunity workplace. Aon provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, age, disability, veteran, marital, domestic partner status, or other legally protected status. We welcome applications from all and provide individuals with disabilities with reasonable adjustments to participate in the job application, interview process and to perform essential job functions once onboard. If you would like to learn more about the reasonable accommodations we provide, email ReasonableAccommodations@Aon.com #LI-VR1