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Predictive Scientific Engagement, Data Scientist III
4 months ago
•Hands-on data scientist or machine learning engineer that will be expected to ideate, design, develop, model and deploy advanced solutions•Collaborate with stakeholders to define project objectives, formulate data-driven hypotheses and identify KPIs for analysis•Gather, preprocess and explore large-scale structured and unstructured data from diverse sources, including clinical trials, patient records and genetic data•Apply advanced statistical analysis, machine learning algorithms, and predictive modelling techniques to extract insights and develop models that drive actionable recommendations•Conduct exploratory data analysis (EDA) to identify patterns and anomalies in the data and propose solutions to business problems•Develop and implement predictive models (e.g., regression, clustering, time series forecasting) and generative models (e.g. LLMs) to solve complex business challenges•Collaborate with data engineers and IT teams to ensure data availability, quality and reliability for analysis and modeling•Create and present complex analytical findings and insights to both technical and non-technical stakeholders through clear and compelling visualizations, reports and presentations•Stay up-to-date with the latest methodologies and best practices in statistical analysis, machine learning, and the biopharma industry
Skills and competencies:-•Expertise in data visualization tools such as Tableau, Power BI or matplotlib/seaborn for effective communication of findings•Expertise in programming languages such as Python or R for data manipulation, analysis and modeling•Strong understanding of experimental design, hypothesis testing and A/B testing methodologies•Excellent problem-solving skills and the ability to think critically and creatively to tackle complex business challenges•Excellent communication and presentation skills to convey complex concepts to technical and non-technical stakeholders•Expertise in cloud platforms (e.g., AWS, Azure) and big data technologies (e.g., Hadoop, Spark) is a plus•Strong organizational and time management skills, with the ability to prioritize tasks and meet deadlines in a fast-paced environment
Experience :-•We welcome a master's or Ph.D. in a relevant fields such as Data Science, Statistics, Computer Science or a related discipline.•Proven experience (typically 5+ years) in a data science role, preferably within the biopharma or pharmaceutical industry•Strong background in statistical analysis, machine learning and predictive modelling techniques•Experience in handling and analyzing large-scale structured and unstructured data sets using SQL, NoSQL or similar technologies•Demonstrated ability to develop and implement predictive models and machine learning algorithms•Experience working with healthcare data, clinical trials, or related domains is highly desirable•Solid understanding of the biopharma industry, including regulatory requirements, clinical trial design, and healthcare data sources
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