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Senior Manager Data Science
2 months ago
Walmart’s CENTROID org is transforming the future of Walmart’s omnichannel supply chain strategy. Our team of industry-leading experts, consultants, and technologists combine exceptional strategic thinking with data science and advanced analytics to solve the world’s most complex supply chain challenges at Walmart’s scale. Our mission is to design a supply chain that leverages Walmart’s unique advantages to provide a wide product assortment, offer the lowest costs, and build cutting-edge capabilities through transformative initiatives.
About Team: CENTROID
CENTROID is an acronym for Customer Enabled Network Transformation using Optimization, Innovation and Design. The team develops supply chain strategies and roadmap to lead the allocation of capital, and develop intelligent decision engines that enable digital orchestration of the physical network
What you'll do:
The CENTROID Data Science team develops intelligent solutions to make highly visible and big impact decisions in Network transformation at Walmart. The work includes solving problems such as Ambient and Perishable inbound network design, middle mile network flow optimization, last mile delivery and returns design, inventory placement and targets, transportation and monetization strategies to provide Walmart a competitive edge in the medium to long term. We primarily employ various techniques from operations research to classical machine learning, deep learning, reinforcement learning, causal inference and statistics. Our work is innovative and is published in top-tier conferences and journals. You will be part of the team that won the prestigious INFORMS Franz Edelman award in 2023.
What you'll bring:
- Ph.D/M.S. in a quantitative discipline such as Operations Research, Mathematics, Computer Science, Statistics, with 4+ years of relevant work experience.
- Be able to leverage your thesis in Operations Research or Statistics or an equivalent quantitative field involving math programming techniques, stochastic programming, statistical and/or machine learning methods
- Experience with one or more of optimization toolkits/libraries like CPlex, Gurobi, XPressMP or open-source solvers.
- Strong software development skills in languages such as Python and familiarity with machine learning libraries such as Scikit, Tensorflow, Pytorch, Keras. Data querying ability using Sql.
- Ability to communicate your results to both technical and non-technical audiences alike.
- Ability to collaborate with cross functional leaders
Benefits:
Benefits: Beyond our great compensation package, you can receive incentive awards for your performance. Other great perks include 401(k) match, stock purchase plan, paid maternity and parental leave, PTO, multiple health plans, and much more.
Equal Opportunity Employer:
Walmart, Inc. is an Equal Opportunity Employer – By Choice. We believe we are best equipped to help our associates, customers and the communities we serve live better when we really know them. That means understanding, respecting and valuing diversity- unique styles, experiences, identities, ideas and opinions – while being inclusive of all people.
The above information has been designed to indicate the general nature and level of work performed in the role. It is not designed to contain or be interpreted as a comprehensive inventory of all responsibilities and qualifications required of employees assigned to this job. The full Job Description can be made available as part of the hiring process.
