UPS - Louisville, KY
posted 4 months ago
The Senior Machine Learning Engineer at UPS is a pivotal role that involves the design, development, testing, and delivery of machine learning (ML) models and software components aimed at solving complex business challenges. This position requires collaboration with various teams, including Business, Product, Architecture, Engineering, and Data Science, to ensure that the ML solutions align with organizational goals. The engineer will engage in the assessment and analysis of large-scale data sources, both structured and unstructured, to identify opportunities for automation through ML and Artificial Intelligence (AI). In this role, the engineer will be responsible for designing trials and tests to evaluate the effectiveness of software and systems, and will work both independently and as part of a team to implement ML/AI models at a production scale. The position demands a strong understanding of data science principles and the ability to transform prototypes into fully functional ML systems using appropriate datasets and data representation models. The engineer will also research and implement suitable ML algorithms and tools to create innovative systems and processes that leverage ML and AI technologies. Additionally, the role involves creating workflows and analysis tools to facilitate the development of new ML models, ensuring that best practices are followed throughout the engineering and modeling lifecycles. The engineer will extend existing ML libraries and frameworks to enhance enterprise capabilities and will integrate data from various authoritative sources to develop new data products that provide actionable insights for the business.