Job Description
<strong>Responsibilities<br><br></strong>H-E-B's Corporate Planning and Analysis Team develops and maintains budgets and financial systems while providing current, reliable financial data, analysis, and technical information.<br><br>As a Senior Data Scientist, your archetype is a Business Decision Scientist. Your passions include building a framework to stitch cross domains learning and optimizing them toward mission-specific and multi-mission tasks, uncovering ML models causality relationships, creating an enterprise domain-specific reasoning system to boost actionable insights and optimize resources of machine learning process, and orchestrating reusable storytelling methodology to apply toward AI translation.<br><br>Once you're eligible, you'll become an Owner in the company, so we're looking for commitment, hard work, and focus on quality and Customer service. 'Partner-owned' means our most important resources--People--drive the innovation, growth, and success that make H-E-B The Greatest Omnichannel Retailing Company.<br><br><strong>Do You Have a<br><br></strong>HEART FOR PEOPLE... willingness to mentor?<br><br>HEAD FOR BUSINESS... skills to serve as technical lead to support decision-making for complex cross-functional business issues?<br><br>PASSION FOR RESULTS... ability to generate business-valued questions and data-driven solutions?<br><br><strong>We Are Looking For<br><br></strong><ul><li> a creative data storyteller with measurable and predictive business recommendations<br><br></li></ul>What is the work?<br><br><strong>Analytics / Design & Development<br><br></strong><ul><li> Builds a framework to stitch cross domains learning; optimizes them toward mission-specific and multi-mission tasks</li><li> Serves as expert specializing in AI interpretation and causality; uncovers ML model's causality relationships; builds framework to measure each model's bias, underspecification, and latent drivers with their connections</li><li> Creates an enterprise domain-specific reasoning system to boost actionable insights and optimize the resources of machine learning process</li><li> Orchestrates reusable storytelling methodology to apply toward AI translation</li><li> Applies an inquisitive nature to creating ML / AI transparency to the business</li><li> Applies AI reasoning into business action recommendations</li><li> Applies AI research to accelerate business innovation<br><br></li></ul>What is your background?<br><br><ul><li> A related degree or comparable formal training, certification, or work experience</li><li> 7+ years of experience in a retail or retail-related decision science role</li><li> Expertise in ML visualization flow</li><li> Expertise in optimizing distributed machine learning in a heterogeneous domain environment<br><br></li></ul>Do you have what it takes to be a Senior Data Scientist at H-E-B?<br><br><ul><li> Technical knowledge in programming languages: SQL, R, Python, Scala, Java, C/C++</li><li> Technical knowledge in big data / ML optimization: GPU code optimization, Horovod, Spark MLlib optimization, Cython, JNI, Numba</li><li> Technical knowledge in mainstream ML / AI: manifold learning, distributed clustering, graph network, hierarchical model, Bayesian network, deep learning, computer vision, NLP/NLU, reinforcement learning, meta-Learning, federated learning</li><li> Technical skills to consider and apply causal reasoning representation and learning, and human-centric, explainable, responsible AI</li><li> Ability as a creative storyteller and translator between business questions and ML solutions</li><li> Ability to work comfortably with imperfect or incomplete data</li><li> Ability to apply AI reasoning into business action recommendation<br><br></li></ul>Can you...<br><br><ul><li> Work in a fast-paced retail environment with frequently shifting priorities</li><li> Work extended hours; sit for long periods<br><br></li></ul>08-2021
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