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Senior Data Scientist, Generative AI
Johnson & Johnson
- United States
- United States
Über
Johnson & Johnson is a leader in healthcare innovation, dedicated to improving health outcomes through advanced solutions. They are seeking a Senior Data Scientist specializing in Generative AI to develop impactful data science products within their Global Finance team, collaborating with various stakeholders to enhance decision-making and user experience.
Responsibilities : • Develop data science solutions: Business problem understanding, data processing, algorithms to discover trends & patterns, data visualization, generation of key insights and communication to senior stakeholders. • Employ Generative AI techniques and approaches to upgrade Machine Learning models into hybrid models, taking advantage of LLM’s capacity to summarize, whilst seeking to reduce their capacity to hallucinate. • Ensure that all GEN AI output adheres to rules and guidelines defined by legal, Compliance and IT. • Write production-level and scalable code in Python or R programming languages. • Implement machine learning and statistical models for Predictive, Time series forecasting, Decision Support, Gen AI, NLP etc. • Execute Data Science projects from an end-to-end perspective: From data acquisition, data pre-processing, modelling, visualization and full integration with end-user systems and processes. • Develop data processing and modelling pipelines for large datasets from finance and ERP systems such as SAP HANA. • Present results, key insights and explain complex analysis in a simple manner to senior leaders across different functions to help drive data-driven decision making and adoption. Leverage data visualization/ dashboarding tools for interactive presentations. • Deploy analytical models into production. Take accountability for requirements, procedures and standards such as version control and documentation. • Automation of data pipelines and orchestration of workflows. • Leverage and advance robust data architecture and cloud-based technology stack to support production-level work. • Partner with cross-functional teams: Technology, Finance Systems and Data, Group Finance and CFOs, Compliance, Data Engineering, and other Data Scientists to ensure project success. • Keep up to date to apply latest technology trends in the areas of data science and artificial intelligence, including Generative AI. • Flexibility to work in a global team (spanning across multiple time zones), with a culture of continuous innovation, teamwork, collaboration, and inclusion among team members. • Work on projects of varying length and complexity in an agile manner with work prioritization and deadlines. • Advocate and facilitate the use of data-driven insights and data science methods across J&Js Global Finance organization. • Understanding J&Js business as well as Global Finance function to better apply Data Science solutions.
Qualifications : Required : • Minimum of 5 years of relevant experience in an industry setting is required • Minimum of a Bachelors degree is required, preferably in Computer Science, Engineering, Data Science, Business Analytics, Science, Finance or any quantitative or STEM discipline, Engineering or any other quantitative or STEM discipline. • Ability to work and collaborate with a global team, innovate, and drive for common goals and achievements. • Experience of executing Data Science projects from initiation through PoC to Production • Knowledge of Big Data, Data Pipelining, Machine Learning, intermediate level of Software Development and Automation skills. • Must have a strong Commercial focus, a solid background in Data Science and experience with Machine Learning/ Statistics. • Ability to connect and partner with various stakeholders (cross-functional) including senior executives to identify their needs and drive adoption of the solutions. • Experience in managing compliance adherence, risk management and stakeholder commitments in large organizations
Preferred : • Master’s degree in a relevant field is preferred • Data science experience in a Finance or Commercial setting is strongly preferred
Company :
At Johnson & Johnson, we believe health is everything. Founded in 1886, the company is headquartered in New Brunswick, NJ, US, , with a team of 10001+ employees. The company is currently Late Stage.
Sprachkenntnisse
- English
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