5+ year experience minimum with deep hands-on experience in delivering impactful projects for manufacturing and/or supply chain functions. Proven track record of scoping and managing data-science projects in an autonomous manner. Strong appetite for data science use-case packaging and willing to develop an engineering mindset. Ability to work in a global, distributed team. Strong communication skills, with capacity to adapt level of technicity and speech to a wide range of audience. Appetite for client facing engagement and proven capacity to deliver top quality documentation and engagements. 3+ years of experience with Python, hands-on experience with data ETL, cleaning, and machine learning algorithms. Knowledge of Agentic AI, Generative AI, knowledge graphs or solvers will be a plus. Experience developing WebApps (Javascript, Dash or RShiny..).