Sr. Data Scientist - Store and Omnichannel

Job description

Job Description

JOB DESCRIPTIONPAGE-BREAKPAGE-BREAKYou're an original. So are we. PAGE-BREAKPAGE-BREAKWe're a company of people who like to forge our own path. We invented the blue jean in 1873, and we reinvented khaki pants in 1986. We pioneered labor and environmental guidelines in manufacturing. And we work to build sustainability into everything we do. Our brands stand for freedom and self-expression around the world. PAGE-BREAKPAGE-BREAKAs a Sr. Data Scientist on Global Omnichannel & Strategy team you will build experimentation and inferential frameworks and drive products through experimental design, implementation, analysis to drive strategic business decisions and find new ways of elevating customer experience across channels. Our internal teams develop greater agility, operate more efficiently and serve our consumers better through your work. PAGE-BREAKPAGE-BREAKYou will apply classical ML algorithms, cutting-edge deep learning (DL) and reinforcement learning approaches to areas such as customer demand estimation, behavior mining, capacity planning, predictive store maintenance, pricing optimization, pose estimation, among others. The impact of these initiatives will be measured based on profitability while driving omnichannel productivity. You will report into the Data Science Manager.PAGE-BREAKPAGE-BREAK PAGE-BREAKPAGE-BREAKIn this role, you will: PAGE-BREAKPOINTER-MARK PAGE-BREAKAbility to work independently and proven track record in applied microeconomics and causal inference. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKDemonstrated ability to communicate complex scientific solutions to a non-technical audience. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKProficient in understanding and implementing cutting-edge research into proof of concepts. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKPartner with stakeholders to understand business needs, build alignment, influence technical roadmaps, and own roadmap workstreams. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKMentor and grow junior members of the team in building the best of the class solutions. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKActively contribute to raising the bar of the team ML standards and best practices. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKMaintain a strong understanding of the business, its emerging opportunities, and how to measure impact. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKProactively identify trends and opportunities to drive innovation, both in what we do and how we do it. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKEmbody Levi Strauss & Co. values, namely, empathy, originality, integrity, and courage. PAGE-BREAKPAGE-BREAKIdeally, you will have: PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKAn advanced degree in Computer Science, Engineering, Economics, or a related quantitative field (Ph.D. is a plus) PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAK7+ years of professional experience developing and deploying machine learning models and algorithms of progressing complexity and demonstrated business impact PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKWide and deep knowledge of the entire model development pipeline from ideation to deployment, testing & monitoring and different ML architectures (e.g., supervised, unsupervised, reinforcement learning, etc.) PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAK3+ years experience with Python & SQL programming and model development experience. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAK1+ year experience working with business stakeholders to identify opportunities and inform prioritization. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAK1+ years of experience working in retail. PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKProficient in multiple ML frameworks and core technologies (e.g., TensorFlow, PyTorch, etc.) PAGE-BREAKPAGE-BREAKPOINTER-MARK PAGE-BREAKProficient with AWS, GCP or equivalent on-premise platforms. PAGE-BREAKPAGE-BREAKWe put a lot of thought into our programs to provide you with a benefits package that matters. Whether it is for medical care, taking time off, improving your health or planning for retirement, we've got you covered. PAGE-BREAKPAGE-BREAKHere's a small snapshot:PAGE-BREAKPOINTER-MARK 401K match: $1.25 for every $1.00 you contribute up to the first 6% of pay you save.PAGE-BREAKPOINTER-MARK Five hours of paid volunteer time per month with nonprofit organizationsPAGE-BREAKPOINTER-MARK Product discount of 60% off regular-price merchandisePAGE-BREAKPAGE-BREAKCurrently, LS&CO requires proof of being fully vaccinated for COVID-19 as a condition of commencing employment, except in those jurisdictions where prohibited by law. Medical or religious accommodations, or other exemptions that may be required by applicable law, will be approved when properly supported. Further information is provided during the recruitment process.PAGE-BREAKPAGE-BREAKEOE M/F/Disability/VetsPAGE-BREAKLOCATIONSan Francisco, CA, USAFULL TIME/PART TIMEFull timeCurrent LS&Co Employees, apply via your Workday account.

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