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Ardian US LLC Lead Data Scientist in New York, New York

Design team's strategy and orientation with regard to the development of machine learning algorithms to transform and analyze raw financial data to provide meaningful information to support business teams using data-oriented programming languages and visualization software. Manage team of Data Scientists and Senior Data Scientists in the implementation of financial data projects and assign tasks and report project deliverables to firm management. Identify key digital IT topics for asset management and potential improvements for data science and participate in investment case for strategic technologies. Lead communication efforts with Ardian employees and market on projects developed by the data science team. Review and determine appropriate variables to introduce into the statistical models to meet business teams financial analytical needs. Lead the integration process including ensuring qualitative delivery and writing and reviewing scripts. Design data analysis reports using statistical methods and review appropriate dashboards for business users as prepared by junior data scientists. Monitor data consistency in relation with business knowledge, between different databases and applications, to avoid errors and redundancy. Ensure the continuous improvement of existing analysis and models and review scripts and code optimization. Guide selection of technical solutions to optimize technical, business and efforts/impact perspectives. Source and build training data and ensure continuous improvement of the models. Anticipate model challenges, weaknesses and future developments. Coordinate development teams in the industrialization of machine learning and statistical models. Take part in controls during production launches (testing). Define management rules for model maintenance (monitoring). Lead workshops to convey internal needs and assist operational teams in the implementation of their projects. Collaborate with stakeholders from various departments to understand business challenges and opportunities, and translate them into data science initiatives. Manage end-to-end data science projects, from problem formulation and data collection to model development, validation, deployment, and ongoing monitoring. Communicate data results and solutions to senior business team members in an efficient and understandable manner. Determine and set administration procedures and best practices. Monitor content and relevant new technologies for the team and projects (data collection, data science software solutions and processing platforms). Research, experiment and propose new modeling and data science methods. Monitor industry trends, emerging technologies, and best practices in data science and machine learning to drive innovation within the team. Identify opportunities to enhance data quality, integrity, and security, and collaborate with data engineering teams to ensure the availability of clean and well-structured data. Ensure transmission of best practices among the team. Determine, propose and strategize system improvements and service improvement solutions (clustering, backups, monitoring, audit). Contribute to and update internal policies and procedures. Requires a Master's or higher degree in Computer Science, Statistics, Data Science, Management Science & Engineering or a related field and 2 years of progressive, post-baccalaureate experience involving data science, machine learning, and advanced analytics for investment analysis. Experience must include: development machine learning algorithms, data analysis, and statistical modeling for private equity investment management; financial modelling of private infrastructure companies; SQL, Object Oriented programming; machine learning frameworks and libraries (scikit-learn) and deep learning techniques, including Large Language Models; data visualization tools (Power BI); and cloud platforms (Azure, GCP) and big data technologies. 40 hours/week. Salary is $150,000 - $200,000/year. Direct applicants only. Send resume & cover letter to candidatures@ardian.com. Candidates should note: Lead Data Scientist when responding. EOE M/F/D/V.

Minimum Salary: 150,000 Maximum Salary: 200,000 Salary Unit: Yearly

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